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+generate_flow_chart_data_older_adults_s1 process_flow_chart_data_older_adults_s1 generate_flow_chart_data_older_adults_s2 process_flow_chart_data_older_adults_s2 generate_flow_chart_data_older_adults_s3 process_flow_chart_data_older_adults_s3 generate_flow_chart_data_older_adults_s4 process_flow_chart_data_older_adults_s4 generate_flow_chart_data_older_adults_s5 process_flow_chart_data_older_adults_s5 generate_flow_chart_data_older_adults_s6 process_flow_chart_data_older_adults_s6 generate_flow_chart_data_older_adults_s7 process_flow_chart_data_older_adults_s7
+generate_flow_chart_data_adults_s1 process_flow_chart_data_adults_s1 generate_flow_chart_data_adults_s2 process_flow_chart_data_adults_s2 generate_flow_chart_data_adults_s3 process_flow_chart_data_adults_s3 generate_flow_chart_data_adults_s4 process_flow_chart_data_adults_s4 generate_flow_chart_data_adults_s5 process_flow_chart_data_adults_s5 generate_flow_chart_data_adults_s6 process_flow_chart_data_adults_s6 generate_flow_chart_data_adults_s7 process_flow_chart_data_adults_s7
+generate_flow_chart_data_children_and_adolescents_s1 process_flow_chart_data_children_and_adolescents_s1 generate_flow_chart_data_children_and_adolescents_s2 process_flow_chart_data_children_and_adolescents_s2 generate_flow_chart_data_children_and_adolescents_s3 process_flow_chart_data_children_and_adolescents_s3 generate_flow_chart_data_children_and_adolescents_s4 process_flow_chart_data_children_and_adolescents_s4 generate_flow_chart_data_children_and_adolescents_s5 process_flow_chart_data_children_and_adolescents_s5 generate_flow_chart_data_children_and_adolescents_s6 process_flow_chart_data_children_and_adolescents_s6 generate_flow_chart_data_children_and_adolescents_s7 process_flow_chart_data_children_and_adolescents_s7
+generate_flow_chart_data_infants_s1 process_flow_chart_data_infants_s1 generate_flow_chart_data_infants_s2 process_flow_chart_data_infants_s2 generate_flow_chart_data_infants_s3 process_flow_chart_data_infants_s3 generate_flow_chart_data_infants_s4 process_flow_chart_data_infants_s4 generate_flow_chart_data_infants_s5 process_flow_chart_data_infants_s5 generate_flow_chart_data_infants_s6 process_flow_chart_data_infants_s6 generate_flow_chart_data_infants_s7 process_flow_chart_data_infants_s7
+extract_household_information_s1 process_household_information_s1 extract_household_information_s2 process_household_information_s2 extract_household_information_s3 process_household_information_s3 extract_household_information_s4 process_household_information_s4 extract_household_information_s5 process_household_information_s5 extract_household_information_s6 process_household_information_s6 extract_household_information_s7 process_household_information_s7
+generate_dataset_older_adults_s1_specific_primary process_dataset_older_adults_s1_specific_primary describe_dataset_older_adults_s1_specific_primary analyse_dataset_older_adults_rsv_ethnicity_s1_specific_primary analyse_dataset_older_adults_flu_ethnicity_s1_specific_primary analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s1_specific_primary analyse_dataset_older_adults_rsv_ses_s1_specific_primary analyse_dataset_older_adults_flu_ses_s1_specific_primary analyse_dataset_older_adults_overall_and_all_cause_ses_s1_specific_primary analyse_dataset_older_adults_rsv_hh_comp_s1_specific_primary analyse_dataset_older_adults_flu_hh_comp_s1_specific_primary analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s1_specific_primary analyse_dataset_older_adults_rsv_ethnicity_ses_s1_specific_primary analyse_dataset_older_adults_flu_ethnicity_ses_s1_specific_primary analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s1_specific_primary analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s1_specific_primary analyse_dataset_older_adults_flu_ethnicity_hh_comp_s1_specific_primary analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary analyse_dataset_older_adults_rsv_ses_hh_comp_s1_specific_primary analyse_dataset_older_adults_flu_ses_hh_comp_s1_specific_primary analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s1_specific_primary analyse_dataset_older_adults_rsv_full_s1_specific_primary analyse_dataset_older_adults_flu_full_s1_specific_primary analyse_dataset_older_adults_overall_and_all_cause_full_s1_specific_primary analyse_dataset_older_adults_further_rsv_ethnicity_s1_specific_primary analyse_dataset_older_adults_further_flu_ethnicity_s1_specific_primary analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s1_specific_primary analyse_dataset_older_adults_further_rsv_ses_s1_specific_primary analyse_dataset_older_adults_further_flu_ses_s1_specific_primary analyse_dataset_older_adults_further_overall_and_all_cause_ses_s1_specific_primary analyse_dataset_older_adults_further_rsv_hh_comp_s1_specific_primary analyse_dataset_older_adults_further_flu_hh_comp_s1_specific_primary analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s1_specific_primary analyse_dataset_older_adults_further_rsv_ethnicity_ses_s1_specific_primary analyse_dataset_older_adults_further_flu_ethnicity_ses_s1_specific_primary analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s1_specific_primary analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s1_specific_primary analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s1_specific_primary analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary analyse_dataset_older_adults_further_rsv_ses_hh_comp_s1_specific_primary analyse_dataset_older_adults_further_flu_ses_hh_comp_s1_specific_primary 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+describe_cohort_children_and_adolescents_s1 describe_cohort_children_and_adolescents_s2 describe_cohort_children_and_adolescents_s3 describe_cohort_children_and_adolescents_s4 describe_cohort_children_and_adolescents_s5 describe_cohort_children_and_adolescents_s6 describe_cohort_children_and_adolescents_s7
+describe_cohort_infants_s1 describe_cohort_infants_s2 describe_cohort_infants_s3 describe_cohort_infants_s4 describe_cohort_infants_s5 describe_cohort_infants_s6 describe_cohort_infants_s7
+collate_flow_chart_tables_older_adults collate_table1_tables_older_adults collate_rates_tables_older_adults collate_rsv_model_outputs_tables_older_adults collate_flu_model_outputs_tables_older_adults collate_covid_model_outputs_tables_older_adults collate_overall_and_all_cause_model_outputs_tables_older_adults collate_rsv_sensitivity_model_outputs_tables_older_adults collate_flu_sensitivity_model_outputs_tables_older_adults collate_covid_sensitivity_model_outputs_tables_older_adults collate_overall_and_all_cause_sensitivity_model_outputs_tables_older_adults collate_flow_chart_tables_adults collate_table1_tables_adults collate_rates_tables_adults collate_rsv_model_outputs_tables_adults collate_flu_model_outputs_tables_adults collate_covid_model_outputs_tables_adults collate_overall_and_all_cause_model_outputs_tables_adults collate_rsv_sensitivity_model_outputs_tables_adults collate_flu_sensitivity_model_outputs_tables_adults collate_covid_sensitivity_model_outputs_tables_adults collate_overall_and_all_cause_sensitivity_model_outputs_tables_adults collate_flow_chart_tables_children_and_adolescents collate_table1_tables_children_and_adolescents collate_rates_tables_children_and_adolescents collate_rsv_model_outputs_tables_children_and_adolescents collate_flu_model_outputs_tables_children_and_adolescents collate_covid_model_outputs_tables_children_and_adolescents collate_overall_and_all_cause_model_outputs_tables_children_and_adolescents collate_rsv_sensitivity_model_outputs_tables_children_and_adolescents collate_flu_sensitivity_model_outputs_tables_children_and_adolescents collate_covid_sensitivity_model_outputs_tables_children_and_adolescents collate_overall_and_all_cause_sensitivity_model_outputs_tables_children_and_adolescents collate_flow_chart_tables_infants collate_table1_tables_infants collate_rates_tables_infants collate_rsv_model_outputs_tables_infants collate_flu_model_outputs_tables_infants collate_covid_model_outputs_tables_infants collate_overall_and_all_cause_model_outputs_tables_infants collate_rsv_sensitivity_model_outputs_tables_infants collate_flu_sensitivity_model_outputs_tables_infants collate_covid_sensitivity_model_outputs_tables_infants collate_overall_and_all_cause_sensitivity_model_outputs_tables_infants
+
diff --git a/create-project.R b/create-project.R
new file mode 100644
index 0000000..58a30a4
--- /dev/null
+++ b/create-project.R
@@ -0,0 +1,1599 @@
+library('tidyverse')
+library('yaml')
+library('here')
+library('glue')
+
+# create action functions ----
+
+## create comment function ----
+comment <- function(...){
+  list_comments <- list(...)
+  comments <- map(list_comments, ~paste0("## ", ., " ##"))
+  comments
+}
+
+#splice <- function(...) {list_flatten(lst(...))}
+
+## create function to convert comment "actions" in a yaml string into proper comments
+convert_comment_actions <-function(yaml.txt){
+  yaml.txt %>%
+    str_replace_all("\\\n(\\s*)\\'\\'\\:(\\s*)\\'", "\n\\1")  %>%
+    str_replace_all("([^\\'])\\\n(\\s*)\\#\\#", "\\1\n\n\\2\\#\\#") %>%
+    str_replace_all("\\#\\#\\'\\\n", "\n")
+}
+
+
+## generic action function ----
+action <- function(
+  name,
+  run,
+  arguments=NULL,
+  needs=NULL,
+  highly_sensitive=NULL,
+  moderately_sensitive=NULL,
+  ... # other arguments / options for special action types
+){
+
+  outputs <- list(
+    highly_sensitive = highly_sensitive,
+    moderately_sensitive = moderately_sensitive
+  )
+  outputs[sapply(outputs, is.null)] <- NULL
+
+  action <- list(
+    run = paste(c(run, arguments), collapse=" "),
+    needs = needs,
+    outputs = outputs,
+    ... = ...
+  )
+  action[sapply(action, is.null)] <- NULL
+
+  action_list <- list(name = action)
+  names(action_list) <- name
+
+  action_list
+}
+
+
+##actions for inclusion/exclusion
+
+action_inclusion <- function(cohort, season, dates, season_start_date, 
+                             season_end_date) {
+  
+  splice (
+    
+    action(
+      name = glue("generate_flow_chart_data_{cohort}_{season}"),
+      run = glue("ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/{cohort}_{dates}_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_{cohort}_{dates}.arrow
+      -- {cohort} {season_start_date} {season_end_date}"),
+      arguments = c(cohort, season, dates, season_start_date, season_end_date),
+      needs = NULL,
+      highly_sensitive = lst(
+        dataset = glue("output/flow_chart/{cohort}_{dates}_flow_chart.csv"),
+      )
+    ),
+    
+    action(
+      name = glue("process_flow_chart_data_{cohort}_{season}"),
+      run = glue("r:latest analysis/cohort_criteria.R {cohort} {season_start_date} {season_end_date}"),
+      arguments = c(cohort, season, dates, season_start_date, season_end_date),
+      needs = list(glue("generate_flow_chart_data_{cohort}_{season}")),
+      highly_sensitive = lst(
+        cohort = glue("output/flow_chart/flow_chart_processed_{cohort}_{dates}.csv"),
+      )
+    )
+    
+  )
+}
+
+##household actions 
+
+action_household <- function(season, dates, season_start_date, season_end_date) {
+  
+  splice (
+    
+    action(
+      name = glue("extract_household_information_{season}"),
+      run = glue("ehrql:v1 generate-dataset analysis/dataset_definition_household.py
+      --output output/data/input_household_{dates}.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_household_{dates}.arrow
+      -- {season_start_date} {season_end_date}"),
+      arguments = c(season, dates, season_start_date, season_end_date),
+      needs = NULL,
+      highly_sensitive = lst(
+        dataset = glue("output/data/input_household_{dates}.arrow"),
+      )
+    ),
+    
+    action(
+      name = glue("process_household_information_{season}"),
+      run = glue("r:latest analysis/data_processing_household.R {season_start_date} {season_end_date}"),
+      arguments = c(season, dates, season_start_date, season_end_date),
+      needs = list(glue("extract_household_information_{season}")),
+      highly_sensitive = lst(
+        arrow = glue("output/data/input_household_processed_{dates}.arrow"),
+      )
+    )
+    
+  )
+}
+
+##actions for all cohorts/seasons 
+
+action_specified <- function(cohort, season, dates, 
+                            codelist_type, investigation_type,
+                            season_start_date, season_end_date){
+
+  splice(
+    
+    action(
+      name = glue("generate_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_{cohort}_{dates}_{codelist_type}_{investigation_type}.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_{cohort}_{dates}.arrow
+      -- {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = NULL,
+      highly_sensitive = lst(
+        dataset = glue("output/data/input_{cohort}_{dates}_{codelist_type}_{investigation_type}.arrow"),
+      )
+    ),
+
+    action(
+      name = glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/data_processing.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("generate_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}"),
+                   glue("process_household_information_{season}")),
+      highly_sensitive = lst(
+        cohort = glue("output/data/input_processed_{cohort}_{dates}_{codelist_type}_{investigation_type}.arrow"),
+      )
+    ),
+
+    action(
+      name = glue("describe_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/report.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/rates/rates_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv"),
+      )
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_rsv_ethnicity_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/rsv_ethnicity_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/rsv_ethnicity_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_flu_ethnicity_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/flu_ethnicity_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/flu_ethnicity_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/overall_and_all_cause_ethnicity_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_rsv_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/rsv_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/rsv_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_flu_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/flu_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/flu_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/overall_and_all_cause_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_rsv_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/rsv_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/rsv_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_flu_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/flu_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/flu_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/overall_and_all_cause_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/rsv_ethnicity_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_flu_ethnicity_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/flu_ethnicity_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/flu_ethnicity_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/rsv_ethnicity_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/flu_ethnicity_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/rsv_ses_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_flu_ses_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/flu_ses_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/flu_ses_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_rsv_full_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/rsv_full_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/rsv_full_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_flu_full_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/flu_full_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/flu_full_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_overall_and_all_cause_full_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/overall_and_all_cause_full_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_rsv_ethnicity_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_rsv_ethnicity_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_flu_ethnicity_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/further_flu_ethnicity_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_flu_ethnicity_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_overall_and_all_cause_ethnicity_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_rsv_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/further_rsv_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_rsv_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_flu_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/further_flu_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_flu_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_overall_and_all_cause_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_overall_and_all_cause_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_rsv_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_rsv_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_flu_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/further_flu_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_flu_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_overall_and_all_cause_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_rsv_ethnicity_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_rsv_ethnicity_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_flu_ethnicity_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_flu_ethnicity_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_overall_and_all_cause_ethnicity_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_rsv_ethnicity_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_flu_ethnicity_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_flu_ethnicity_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_overall_and_all_cause_ethnicity_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_rsv_ses_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_rsv_ses_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_flu_ses_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_flu_ses_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_overall_and_all_cause_ses_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_rsv_full_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/rsv_specific/further_rsv_full_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_rsv_full_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_flu_full_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/flu_specific/further_flu_full_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_flu_full_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_overall_and_all_cause_full_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_overall_and_all_cause_full_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    )
+    
+  )
+
+}
+
+##covid actions
+
+action_covid <- function(cohort, season, dates, codelist_type,
+                         investigation_type, season_start_date, season_end_date) {
+  
+  splice(
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_covid_ethnicity_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/covid_ethnicity_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/covid_ethnicity_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_covid_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/covid_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/covid_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_covid_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/covid_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/covid_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_covid_ethnicity_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/covid_ethnicity_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/covid_ethnicity_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_covid_ethnicity_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/covid_ethnicity_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_covid_ses_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/covid_ses_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/covid_ses_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_covid_full_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/covid_full_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/covid_full_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_covid_ethnicity_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/further_covid_ethnicity_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_covid_ethnicity_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}further__covid_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/further_covid_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_covid_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_covid_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/further_covid_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_covid_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_covid_ethnicity_ses_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_covid_ethnicity_ses_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_covid_ethnicity_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_covid_ethnicity_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_covid_ses_hh_comp_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_covid_ses_hh_comp_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    ),
+    
+    action(
+      name = glue("analyse_dataset_{cohort}_further_covid_full_{season}_{codelist_type}_{investigation_type}"),
+      run = glue("r:latest analysis/covid_specific/further_covid_full_models.R {cohort} {season_start_date} {season_end_date} {codelist_type} {investigation_type}"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_{codelist_type}_{investigation_type}")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/models/further_covid_full_model_outputs_{cohort}_{dates}_{codelist_type}_{investigation_type}.csv")),
+    )
+    
+  )
+  
+}
+
+##descriptive actions
+
+action_descriptive <- function(cohort, season, dates, 
+                            codelist_type, investigation_type,
+                            season_start_date, season_end_date) {
+  
+  splice(
+    
+    action(
+      name = glue("describe_cohort_{cohort}_{season}"),
+      run = glue("r:latest analysis/cohort_description.R {cohort} {season_start_date} {season_end_date} sensitive secondary"),
+      arguments = c(cohort, season, dates, codelist_type, investigation_type, 
+                    season_start_date, season_end_date),
+      needs = list(glue("process_dataset_{cohort}_{season}_sensitive_secondary")),
+      moderately_sensitive = lst(
+        csv = glue("output/table1/table1_{cohort}_{dates}.csv")),
+    )
+    
+  )
+  
+}
+
+action_finalise <- function(cohort) {
+  
+  splice(
+    
+    action(
+      name = glue("collate_flow_chart_tables_{cohort}"),
+      run = glue("r:latest analysis/flow_chart_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("process_flow_chart_data_{cohort}_s1"),
+                   glue("process_flow_chart_data_{cohort}_s2"),
+                   glue("process_flow_chart_data_{cohort}_s3"),
+                   glue("process_flow_chart_data_{cohort}_s4"),
+                   glue("process_flow_chart_data_{cohort}_s5"),
+                   glue("process_flow_chart_data_{cohort}_s6"),
+                   glue("process_flow_chart_data_{cohort}_s7")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/collated/{cohort}_flow_chart_collated.csv"),
+      )
+    ),
+    action(
+      name = glue("collate_table1_tables_{cohort}"),
+      run = glue("r:latest analysis/table1_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("describe_dataset_{cohort}_s1_specific_primary"),
+                   glue("describe_dataset_{cohort}_s2_specific_primary"),
+                   glue("describe_dataset_{cohort}_s3_specific_primary"),
+                   glue("describe_dataset_{cohort}_s4_specific_primary"),
+                   glue("describe_dataset_{cohort}_s5_specific_primary"),
+                   glue("describe_dataset_{cohort}_s6_specific_primary"),
+                   glue("describe_dataset_{cohort}_s7_specific_primary"),
+                   glue("describe_dataset_{cohort}_s1_sensitive_primary"),
+                   glue("describe_dataset_{cohort}_s2_sensitive_primary"),
+                   glue("describe_dataset_{cohort}_s3_sensitive_primary"),
+                   glue("describe_dataset_{cohort}_s4_sensitive_primary"),
+                   glue("describe_dataset_{cohort}_s5_sensitive_primary"),
+                   glue("describe_dataset_{cohort}_s6_sensitive_primary"),
+                   glue("describe_dataset_{cohort}_s7_sensitive_primary")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/collated/{cohort}_table1_collated.csv"))
+    ),
+    
+    action(
+      name = glue("collate_rates_tables_{cohort}"),
+      run = glue("r:latest analysis/rates_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("process_dataset_{cohort}_s1_specific_primary"),
+                   glue("process_dataset_{cohort}_s2_specific_primary"),
+                   glue("process_dataset_{cohort}_s3_specific_primary"),
+                   glue("process_dataset_{cohort}_s4_specific_primary"),
+                   glue("process_dataset_{cohort}_s5_specific_primary"),
+                   glue("process_dataset_{cohort}_s6_specific_primary"),
+                   glue("process_dataset_{cohort}_s7_specific_primary"),
+                   glue("process_dataset_{cohort}_s1_sensitive_primary"),
+                   glue("process_dataset_{cohort}_s2_sensitive_primary"),
+                   glue("process_dataset_{cohort}_s3_sensitive_primary"),
+                   glue("process_dataset_{cohort}_s4_sensitive_primary"),
+                   glue("process_dataset_{cohort}_s5_sensitive_primary"),
+                   glue("process_dataset_{cohort}_s6_sensitive_primary"),
+                   glue("process_dataset_{cohort}_s7_sensitive_primary")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/collated/{cohort}_rates_collated.csv"))
+    ),
+    
+    action(
+      name = glue("collate_rsv_model_outputs_tables_{cohort}"),
+      run = glue("r:latest analysis/rsv_model_outputs_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("analyse_dataset_{cohort}_rsv_ethnicity_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s7_specific_primary")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/collated/{cohort}_rsv_model_outputs_collated.csv"))
+    ),
+    
+    action(
+      name = glue("collate_flu_model_outputs_tables_{cohort}"),
+      run = glue("r:latest analysis/flu_model_outputs_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("analyse_dataset_{cohort}_flu_ethnicity_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s7_specific_primary")),
+      moderately_sensitive = lst(
+        glue("output/results/collated/{cohort}_flu_model_outputs_collated.csv"))
+    ),
+    
+    action(
+      name = glue("collate_covid_model_outputs_tables_{cohort}"),
+      run = glue("r:latest analysis/covid_model_outputs_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("analyse_dataset_{cohort}_covid_ethnicity_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_ses_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_ses_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_ses_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_ses_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_full_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_full_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_full_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_covid_full_s7_specific_primary")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/collated/{cohort}_covid_model_outputs_collated.csv"))
+    ),
+    
+    action(
+      name = glue("collate_overall_and_all_cause_model_outputs_tables_{cohort}"),
+      run = glue("r:latest analysis/overall_and_all_cause_model_outputs_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s7_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s1_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s2_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s3_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s4_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s5_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s6_specific_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s7_specific_primary")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/collated/{cohort}_overall_and_all_cause_model_outputs_collated.csv"))
+    ),
+    
+    action(
+      name = glue("collate_rsv_sensitivity_model_outputs_tables_{cohort}"),
+      run = glue("r:latest analysis/rsv_sensitivity_model_outputs_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("analyse_dataset_{cohort}_rsv_ethnicity_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_ses_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ethnicity_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_ses_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_rsv_full_s7_sensitive_primary")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/collated/{cohort}_rsv_sensitivity_model_outputs_collated.csv"))
+    ),
+    
+    action(
+      name = glue("collate_flu_sensitivity_model_outputs_tables_{cohort}"),
+      run = glue("r:latest analysis/flu_sensitivity_model_outputs_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("analyse_dataset_{cohort}_flu_ethnicity_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_ses_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ethnicity_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_ses_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_flu_full_s7_sensitive_primary")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/collated/{cohort}_flu_sensitivity_model_outputs_collated.csv"))
+    ),
+    
+    action(
+      name = glue("collate_covid_sensitivity_model_outputs_tables_{cohort}"),
+      run = glue("r:latest analysis/covid_sensitivity_model_outputs_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("analyse_dataset_{cohort}_covid_ethnicity_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_ses_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_ses_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_ses_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_ses_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ethnicity_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_ses_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_full_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_full_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_full_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_covid_full_s7_sensitive_primary")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/collated/{cohort}_covid_sensitivity_model_outputs_collated.csv"))
+    ),
+    
+    action(
+      name = glue("collate_overall_and_all_cause_sensitivity_model_outputs_tables_{cohort}"),
+      run = glue("r:latest analysis/overall_and_all_cause_sensitivity_model_outputs_table_collation.R {cohort}"),
+      arguments = c(cohort),
+      needs = list(glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s1_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s2_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s3_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s4_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s5_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s6_sensitive_primary"),
+                   glue("analyse_dataset_{cohort}_overall_and_all_cause_full_s7_sensitive_primary")),
+      moderately_sensitive = lst(
+        csv = glue("output/results/collated/{cohort}_overall_and_all_cause_sensitivity_model_outputs_collated.csv"))
+    )
+  )
+}
+
+# specify project ----
+
+## defaults ----
+defaults_list <- lst(
+  version = "3.0",
+  expectations= lst(population_size=100000L)
+)
+
+## actions ----
+actions_list <- splice(
+
+  comment("# # # # # # # # # # # # # # # # # # #",
+          "DO NOT EDIT project.yaml DIRECTLY",
+          "This file is created by create-project.R",
+          "Edit and run create-project.R to update the project.yaml",
+          "# # # # # # # # # # # # # # # # # # #"
+          ),
+
+
+  comment("# # # # # # # # # # # # # # # # # # #", "Pre-server scripts", "# # # # # # # # # # # # # # # # # # #"),
+
+  # doesn't currently work as "project.yaml is not an allowed file type"
+  # action(
+  #   name = "checkyaml",
+  #   run = "r:latest create-project.R",
+  #   moderately_sensitive = lst(
+  #     project = "project.yaml"
+  #   )
+  # ),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Inclusion/Exclusion Flow Chart Actions: Older Adults", "# # # # # # # # # # # # # # # # # # #"),
+
+  action_inclusion("older_adults", "s1", "2016_2017", "season1_start_date", "season1_end_date"),
+  action_inclusion("older_adults", "s2", "2017_2018", "season2_start_date", "season2_end_date"),
+  action_inclusion("older_adults", "s3", "2018_2019", "season3_start_date", "season3_end_date"),
+  action_inclusion("older_adults", "s4", "2019_2020", "season4_start_date", "season4_end_date"),
+  action_inclusion("older_adults", "s5", "2020_2021", "season5_start_date", "season5_end_date"),
+  action_inclusion("older_adults", "s6", "2021_2022", "season6_start_date", "season6_end_date"),
+  action_inclusion("older_adults", "s7", "2022_2023", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Inclusion/Exclusion Flow Chart Actions: Adults", "# # # # # # # # # # # # # # # # # # #"),
+
+  action_inclusion("adults", "s1", "2016_2017", "season1_start_date", "season1_end_date"),
+  action_inclusion("adults", "s2", "2017_2018", "season2_start_date", "season2_end_date"),
+  action_inclusion("adults", "s3", "2018_2019", "season3_start_date", "season3_end_date"),
+  action_inclusion("adults", "s4", "2019_2020", "season4_start_date", "season4_end_date"),
+  action_inclusion("adults", "s5", "2020_2021", "season5_start_date", "season5_end_date"),
+  action_inclusion("adults", "s6", "2021_2022", "season6_start_date", "season6_end_date"),
+  action_inclusion("adults", "s7", "2022_2023", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Inclusion/Exclusion Flow Chart Actions: Children and Adolescents", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_inclusion("children_and_adolescents", "s1", "2016_2017", "season1_start_date", "season1_end_date"),
+  action_inclusion("children_and_adolescents", "s2", "2017_2018", "season2_start_date", "season2_end_date"),
+  action_inclusion("children_and_adolescents", "s3", "2018_2019", "season3_start_date", "season3_end_date"),
+  action_inclusion("children_and_adolescents", "s4", "2019_2020", "season4_start_date", "season4_end_date"),
+  action_inclusion("children_and_adolescents", "s5", "2020_2021", "season5_start_date", "season5_end_date"),
+  action_inclusion("children_and_adolescents", "s6", "2021_2022", "season6_start_date", "season6_end_date"),
+  action_inclusion("children_and_adolescents", "s7", "2022_2023", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Inclusion/Exclusion Flow Chart Actions: Infants", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_inclusion("infants", "s1", "2016_2017", "season1_start_date", "season1_end_date"),
+  action_inclusion("infants", "s2", "2017_2018", "season2_start_date", "season2_end_date"),
+  action_inclusion("infants", "s3", "2018_2019", "season3_start_date", "season3_end_date"),
+  action_inclusion("infants", "s4", "2019_2020", "season4_start_date", "season4_end_date"),
+  action_inclusion("infants", "s5", "2020_2021", "season5_start_date", "season5_end_date"),
+  action_inclusion("infants", "s6", "2021_2022", "season6_start_date", "season6_end_date"),
+  action_inclusion("infants", "s7", "2022_2023", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Household Information Actions", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_household("s1", "2016_2017", "season1_start_date", "season1_end_date"),
+  action_household("s2", "2017_2018", "season2_start_date", "season2_end_date"),
+  action_household("s3", "2018_2019", "season3_start_date", "season3_end_date"),
+  action_household("s4", "2019_2020", "season4_start_date", "season4_end_date"),
+  action_household("s5", "2020_2021", "season5_start_date", "season5_end_date"),
+  action_household("s6", "2021_2022", "season6_start_date", "season6_end_date"),
+  action_household("s7", "2022_2023", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Older Adults, Codelist Type: Specific, Investigation Type: Primary", "# # # # # # # # # # # # # # # # # # #"),
+
+  action_specified("older_adults", "s1", "2016_2017", "specific", "primary", "season1_start_date", "season1_end_date"),
+  action_specified("older_adults", "s2", "2017_2018", "specific", "primary", "season2_start_date", "season2_end_date"),
+  action_specified("older_adults", "s3", "2018_2019", "specific", "primary", "season3_start_date", "season3_end_date"),
+  action_specified("older_adults", "s4", "2019_2020", "specific", "primary", "season4_start_date", "season4_end_date"),
+  action_covid("older_adults", "s4", "2019_2020", "specific", "primary", "season4_start_date", "season4_end_date"),
+  action_specified("older_adults", "s5", "2020_2021", "specific", "primary", "season5_start_date", "season5_end_date"),
+  action_covid("older_adults", "s5", "2020_2021", "specific", "primary", "season5_start_date", "season5_end_date"),
+  action_specified("older_adults", "s6", "2021_2022", "specific", "primary", "season6_start_date", "season6_end_date"),
+  action_covid("older_adults", "s6", "2021_2022", "specific", "primary", "season6_start_date", "season6_end_date"),
+  action_specified("older_adults", "s7", "2022_2023", "specific", "primary", "season7_start_date", "season7_end_date"),
+  action_covid("older_adults", "s7", "2022_2023", "specific", "primary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Adults, Season: Codelist Type: Specific, Investigation Type: Primary", "# # # # # # # # # # # # # # # # # # #"),
+
+  action_specified("adults", "s1", "2016_2017", "specific", "primary", "season1_start_date", "season1_end_date"),
+  action_specified("adults", "s2", "2017_2018", "specific", "primary", "season2_start_date", "season2_end_date"),
+  action_specified("adults", "s3", "2018_2019", "specific", "primary", "season3_start_date", "season3_end_date"),
+  action_specified("adults", "s4", "2019_2020", "specific", "primary", "season4_start_date", "season4_end_date"),
+  action_covid("adults", "s4", "2019_2020", "specific", "primary", "season4_start_date", "season4_end_date"),
+  action_specified("adults", "s5", "2020_2021", "specific", "primary", "season5_start_date", "season5_end_date"),
+  action_covid("adults", "s5", "2020_2021", "specific", "primary", "season5_start_date", "season5_end_date"),
+  action_specified("adults", "s6", "2021_2022", "specific", "primary", "season6_start_date", "season6_end_date"),
+  action_covid("adults", "s6", "2021_2022", "specific", "primary", "season6_start_date", "season6_end_date"),
+  action_specified("adults", "s7", "2022_2023", "specific", "primary", "season7_start_date", "season7_end_date"),
+  action_covid("adults", "s7", "2022_2023", "specific", "primary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Children and Adolescents, Codelist Type: Specific, Investigation Type: Primary", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_specified("children_and_adolescents", "s1", "2016_2017", "specific", "primary", "season1_start_date", "season1_end_date"),
+  action_specified("children_and_adolescents", "s2", "2017_2018", "specific", "primary", "season2_start_date", "season2_end_date"),
+  action_specified("children_and_adolescents", "s3", "2018_2019", "specific", "primary", "season3_start_date", "season3_end_date"),
+  action_specified("children_and_adolescents", "s4", "2019_2020", "specific", "primary", "season4_start_date", "season4_end_date"),
+  action_covid("children_and_adolescents", "s4", "2019_2020", "specific", "primary", "season4_start_date", "season4_end_date"),
+  action_specified("children_and_adolescents", "s5", "2020_2021", "specific", "primary", "season5_start_date", "season5_end_date"),
+  action_covid("children_and_adolescents", "s5", "2020_2021", "specific", "primary", "season5_start_date", "season5_end_date"),
+  action_specified("children_and_adolescents", "s6", "2021_2022", "specific", "primary", "season6_start_date", "season6_end_date"),
+  action_covid("children_and_adolescents", "s6", "2021_2022", "specific", "primary", "season6_start_date", "season6_end_date"),
+  action_specified("children_and_adolescents", "s7", "2022_2023", "specific", "primary", "season7_start_date", "season7_end_date"),
+  action_covid("children_and_adolescents", "s7", "2022_2023", "specific", "primary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Infants, Codelist Type: Specific, Investigation Type: Primary", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_specified("infants", "s1", "2016_2017", "specific", "primary", "season1_start_date", "season1_end_date"),
+  action_specified("infants", "s2", "2017_2018", "specific", "primary", "season2_start_date", "season2_end_date"),
+  action_specified("infants", "s3", "2018_2019", "specific", "primary", "season3_start_date", "season3_end_date"),
+  action_specified("infants", "s4", "2019_2020", "specific", "primary", "season4_start_date", "season4_end_date"),
+  action_covid("infants", "s4", "2019_2020", "specific", "primary", "season4_start_date", "season4_end_date"),
+  action_specified("infants", "s5", "2020_2021", "specific", "primary", "season5_start_date", "season5_end_date"),
+  action_covid("infants", "s5", "2020_2021", "specific", "primary", "season5_start_date", "season5_end_date"),
+  action_specified("infants", "s6", "2021_2022", "specific", "primary", "season6_start_date", "season6_end_date"),
+  action_covid("infants", "s6", "2021_2022", "specific", "primary", "season6_start_date", "season6_end_date"),
+  action_specified("infants", "s7", "2022_2023", "specific", "primary", "season7_start_date", "season7_end_date"),
+  action_covid("infants", "s7", "2022_2023", "specific", "primary", "season7_start_date", "season7_end_date"),
+
+  comment("# # # # # # # # # # # # # # # # # # #", "SENSITIVITY ANALYSES", "# # # # # # # # # # # # # # # # # # #"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Older Adults, Codelist Type: Sensitive, Investigation Type: Primary", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_specified("older_adults", "s1", "2016_2017", "sensitive", "primary", "season1_start_date", "season1_end_date"),
+  action_specified("older_adults", "s2", "2017_2018", "sensitive", "primary", "season2_start_date", "season2_end_date"),
+  action_specified("older_adults", "s3", "2018_2019", "sensitive", "primary", "season3_start_date", "season3_end_date"),
+  action_specified("older_adults", "s4", "2019_2020", "sensitive", "primary", "season4_start_date", "season4_end_date"),
+  action_covid("older_adults", "s4", "2019_2020", "sensitive", "primary", "season4_start_date", "season4_end_date"),
+  action_specified("older_adults", "s5", "2020_2021", "sensitive", "primary", "season5_start_date", "season5_end_date"),
+  action_covid("older_adults", "s5", "2020_2021", "sensitive", "primary", "season5_start_date", "season5_end_date"),
+  action_specified("older_adults", "s6", "2021_2022", "sensitive", "primary", "season6_start_date", "season6_end_date"),
+  action_covid("older_adults", "s6", "2021_2022", "sensitive", "primary", "season6_start_date", "season6_end_date"),
+  action_specified("older_adults", "s7", "2022_2023", "sensitive", "primary", "season7_start_date", "season7_end_date"),
+  action_covid("older_adults", "s7", "2022_2023", "sensitive", "primary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Adults, Codelist Type: Sensitive, Investigation Type: Primary", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_specified("adults", "s1", "2016_2017", "sensitive", "primary", "season1_start_date", "season1_end_date"),
+  action_specified("adults", "s2", "2017_2018", "sensitive", "primary", "season2_start_date", "season2_end_date"),
+  action_specified("adults", "s3", "2018_2019", "sensitive", "primary", "season3_start_date", "season3_end_date"),
+  action_specified("adults", "s4", "2019_2020", "sensitive", "primary", "season4_start_date", "season4_end_date"),
+  action_covid("adults", "s4", "2019_2020", "sensitive", "primary", "season4_start_date", "season4_end_date"),
+  action_specified("adults", "s5", "2020_2021", "sensitive", "primary", "season5_start_date", "season5_end_date"),
+  action_covid("adults", "s5", "2020_2021", "sensitive", "primary", "season5_start_date", "season5_end_date"),
+  action_specified("adults", "s6", "2021_2022", "sensitive", "primary", "season6_start_date", "season6_end_date"),
+  action_covid("adults", "s6", "2021_2022", "sensitive", "primary", "season6_start_date", "season6_end_date"),
+  action_specified("adults", "s7", "2022_2023", "sensitive", "primary", "season7_start_date", "season7_end_date"),
+  action_covid("adults", "s7", "2022_2023", "sensitive", "primary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Children and Adolescents, Codelist Type: Sensitive, Investigation Type: Primary", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_specified("children_and_adolescents", "s1", "2016_2017", "sensitive", "primary", "season1_start_date", "season1_end_date"),
+  action_specified("children_and_adolescents", "s2", "2017_2018", "sensitive", "primary", "season2_start_date", "season2_end_date"),
+  action_specified("children_and_adolescents", "s3", "2018_2019", "sensitive", "primary", "season3_start_date", "season3_end_date"),
+  action_specified("children_and_adolescents", "s4", "2019_2020", "sensitive", "primary", "season4_start_date", "season4_end_date"),
+  action_covid("children_and_adolescents", "s4", "2019_2020", "sensitive", "primary", "season4_start_date", "season4_end_date"),
+  action_specified("children_and_adolescents", "s5", "2020_2021", "sensitive", "primary", "season5_start_date", "season5_end_date"),
+  action_covid("children_and_adolescents", "s5", "2020_2021", "sensitive", "primary", "season5_start_date", "season5_end_date"),
+  action_specified("children_and_adolescents", "s6", "2021_2022", "sensitive", "primary", "season6_start_date", "season6_end_date"),
+  action_covid("children_and_adolescents", "s6", "2021_2022", "sensitive", "primary", "season6_start_date", "season6_end_date"),
+  action_specified("children_and_adolescents", "s7", "2022_2023", "sensitive", "primary", "season7_start_date", "season7_end_date"),
+  action_covid("children_and_adolescents", "s7", "2022_2023", "sensitive", "primary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Infants, Codelist Type: Sensitive, Investigation Type: Primary", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_specified("infants", "s1", "2016_2017", "sensitive", "primary", "season1_start_date", "season1_end_date"),
+  action_specified("infants", "s2", "2017_2018", "sensitive", "primary", "season2_start_date", "season2_end_date"),
+  action_specified("infants", "s3", "2018_2019", "sensitive", "primary", "season3_start_date", "season3_end_date"),
+  action_specified("infants", "s4", "2019_2020", "sensitive", "primary", "season4_start_date", "season4_end_date"),
+  action_covid("infants", "s4", "2019_2020", "sensitive", "primary", "season4_start_date", "season4_end_date"),
+  action_specified("infants", "s5", "2020_2021", "sensitive", "primary", "season5_start_date", "season5_end_date"),
+  action_covid("infants", "s5", "2020_2021", "sensitive", "primary", "season5_start_date", "season5_end_date"),
+  action_specified("infants", "s6", "2021_2022", "sensitive", "primary", "season6_start_date", "season6_end_date"),
+  action_covid("infants", "s6", "2021_2022", "sensitive", "primary", "season6_start_date", "season6_end_date"),
+  action_specified("infants", "s7", "2022_2023", "sensitive", "primary", "season7_start_date", "season7_end_date"),
+  action_covid("infants", "s7", "2022_2023", "sensitive", "primary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "SECONDARY ANALYSES", "# # # # # # # # # # # # # # # # # # #"),
+
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Older Adults, Codelist Type: Sensitive, Investigation Type: Secondary", "# # # # # # # # # # # # # # # # # # #"),
+
+  action_specified("older_adults", "s1", "2016_2017", "sensitive", "secondary", "season1_start_date", "season1_end_date"),
+  action_specified("older_adults", "s2", "2017_2018", "sensitive", "secondary", "season2_start_date", "season2_end_date"),
+  action_specified("older_adults", "s3", "2018_2019", "sensitive", "secondary", "season3_start_date", "season3_end_date"),
+  action_specified("older_adults", "s4", "2019_2020", "sensitive", "secondary", "season4_start_date", "season4_end_date"),
+  action_specified("older_adults", "s5", "2020_2021", "sensitive", "secondary", "season5_start_date", "season5_end_date"),
+  action_specified("older_adults", "s6", "2021_2022", "sensitive", "secondary", "season6_start_date", "season6_end_date"),
+  action_specified("older_adults", "s7", "2022_2023", "sensitive", "secondary", "season7_start_date", "season7_end_date"),
+
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Adults, Codelist Type: Sensitive, Investigation Type: Secondary", "# # # # # # # # # # # # # # # # # # #"),
+
+  action_specified("adults", "s1", "2016_2017", "sensitive", "secondary", "season1_start_date", "season1_end_date"),
+  action_specified("adults", "s2", "2017_2018", "sensitive", "secondary", "season2_start_date", "season2_end_date"),
+  action_specified("adults", "s3", "2018_2019", "sensitive", "secondary", "season3_start_date", "season3_end_date"),
+  action_specified("adults", "s4", "2019_2020", "sensitive", "secondary", "season4_start_date", "season4_end_date"),
+  action_specified("adults", "s5", "2020_2021", "sensitive", "secondary", "season5_start_date", "season5_end_date"),
+  action_specified("adults", "s6", "2021_2022", "sensitive", "secondary", "season6_start_date", "season6_end_date"),
+  action_specified("adults", "s7", "2022_2023", "sensitive", "secondary", "season7_start_date", "season7_end_date"),
+
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Children and Adolescents, Codelist Type: Sensitive, Investigation Type: Secondary", "# # # # # # # # # # # # # # # # # # #"),
+
+  action_specified("children_and_adolescents", "s1", "2016_2017", "sensitive", "secondary", "season1_start_date", "season1_end_date"),
+  action_specified("children_and_adolescents", "s2", "2017_2018", "sensitive", "secondary", "season2_start_date", "season2_end_date"),
+  action_specified("children_and_adolescents", "s3", "2018_2019", "sensitive", "secondary", "season3_start_date", "season3_end_date"),
+  action_specified("children_and_adolescents", "s4", "2019_2020", "sensitive", "secondary", "season4_start_date", "season4_end_date"),
+  action_specified("children_and_adolescents", "s5", "2020_2021", "sensitive", "secondary", "season5_start_date", "season5_end_date"),
+  action_specified("children_and_adolescents", "s6", "2021_2022", "sensitive", "secondary", "season6_start_date", "season6_end_date"),
+  action_specified("children_and_adolescents", "s7", "2022_2023", "sensitive", "secondary", "season7_start_date", "season7_end_date"),
+
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Infants, Codelist Type: Sensitive, Investigation Type: Secondary", "# # # # # # # # # # # # # # # # # # #"),
+
+  action_specified("infants", "s1", "2016_2017", "sensitive", "secondary", "season1_start_date", "season1_end_date"),
+  action_specified("infants", "s2", "2017_2018", "sensitive", "secondary", "season2_start_date", "season2_end_date"),
+  action_specified("infants", "s3", "2018_2019", "sensitive", "secondary", "season3_start_date", "season3_end_date"),
+  action_specified("infants", "s4", "2019_2020", "sensitive", "secondary", "season4_start_date", "season4_end_date"),
+  action_specified("infants", "s5", "2020_2021", "sensitive", "secondary", "season5_start_date", "season5_end_date"),
+  action_specified("infants", "s6", "2021_2022", "sensitive", "secondary", "season6_start_date", "season6_end_date"),
+  action_specified("infants", "s7", "2022_2023", "sensitive", "secondary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "DESCRIPTIVE ANALYSES", "# # # # # # # # # # # # # # # # # # #"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Older Adults", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_descriptive("older_adults", "s1", "2016_2017", "specific", "secondary", "season1_start_date", "season1_end_date"),
+  action_descriptive("older_adults", "s2", "2017_2018", "specific", "secondary", "season2_start_date", "season2_end_date"),
+  action_descriptive("older_adults", "s3", "2018_2019", "specific", "secondary", "season3_start_date", "season3_end_date"),
+  action_descriptive("older_adults", "s4", "2019_2020", "specific", "secondary", "season4_start_date", "season4_end_date"),
+  action_descriptive("older_adults", "s5", "2020_2021", "specific", "secondary", "season5_start_date", "season5_end_date"),
+  action_descriptive("older_adults", "s6", "2021_2022", "specific", "secondary", "season6_start_date", "season6_end_date"),
+  action_descriptive("older_adults", "s7", "2022_2023", "specific", "secondary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Adults", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_descriptive("adults", "s1", "2016_2017", "specific", "secondary", "season1_start_date", "season1_end_date"),
+  action_descriptive("adults", "s2", "2017_2018", "specific", "secondary", "season2_start_date", "season2_end_date"),
+  action_descriptive("adults", "s3", "2018_2019", "specific", "secondary", "season3_start_date", "season3_end_date"),
+  action_descriptive("adults", "s4", "2019_2020", "specific", "secondary", "season4_start_date", "season4_end_date"),
+  action_descriptive("adults", "s5", "2020_2021", "specific", "secondary", "season5_start_date", "season5_end_date"),
+  action_descriptive("adults", "s6", "2021_2022", "specific", "secondary", "season6_start_date", "season6_end_date"),
+  action_descriptive("adults", "s7", "2022_2023", "specific", "secondary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Children and Adolescents", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_descriptive("children_and_adolescents", "s1", "2016_2017", "specific", "secondary", "season1_start_date", "season1_end_date"),
+  action_descriptive("children_and_adolescents", "s2", "2017_2018", "specific", "secondary", "season2_start_date", "season2_end_date"),
+  action_descriptive("children_and_adolescents", "s3", "2018_2019", "specific", "secondary", "season3_start_date", "season3_end_date"),
+  action_descriptive("children_and_adolescents", "s4", "2019_2020", "specific", "secondary", "season4_start_date", "season4_end_date"),
+  action_descriptive("children_and_adolescents", "s5", "2020_2021", "specific", "secondary", "season5_start_date", "season5_end_date"),
+  action_descriptive("children_and_adolescents", "s6", "2021_2022", "specific", "secondary", "season6_start_date", "season6_end_date"),
+  action_descriptive("children_and_adolescents", "s7", "2022_2023", "specific", "secondary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Cohort: Infants", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_descriptive("infants", "s1", "2016_2017", "specific", "secondary", "season1_start_date", "season1_end_date"),
+  action_descriptive("infants", "s2", "2017_2018", "specific", "secondary", "season2_start_date", "season2_end_date"),
+  action_descriptive("infants", "s3", "2018_2019", "specific", "secondary", "season3_start_date", "season3_end_date"),
+  action_descriptive("infants", "s4", "2019_2020", "specific", "secondary", "season4_start_date", "season4_end_date"),
+  action_descriptive("infants", "s5", "2020_2021", "specific", "secondary", "season5_start_date", "season5_end_date"),
+  action_descriptive("infants", "s6", "2021_2022", "specific", "secondary", "season6_start_date", "season6_end_date"),
+  action_descriptive("infants", "s7", "2022_2023", "specific", "secondary", "season7_start_date", "season7_end_date"),
+  
+  comment("# # # # # # # # # # # # # # # # # # #", "Files for release", "# # # # # # # # # # # # # # # # # # #"),
+  
+  action_finalise("older_adults"),
+  action_finalise("adults"),
+  action_finalise("children_and_adolescents"),
+  action_finalise("infants"),
+  
+  # action(
+  #   name = "release_objects",
+  #   run = "r:latest analysis/release_objects.R",
+  #   needs = list(
+  #     "combine_age75plus_descriptives",
+  #     "combine_age75plus_contrasts",
+  #     "combine_cv_descriptives",
+  #     "combine_cv_contrasts"
+  #   ),
+  #   moderately_sensitive = lst(
+  #     releaselist = "output/files-for-release.txt",
+  #     command = "output/osrelease-command.txt",
+  #     output1 = "output/release-objects/*.csv",
+  #     output2 = "output/release-objects/*/*.csv",
+  #   )
+  # ),
+
+  comment("# # # # # # # # # # # # # # # # # # #", "End", "# # # # # # # # # # # # # # # # # # #")
+
+)
+
+
+project_list <- splice(
+  defaults_list,
+  list(actions = actions_list)
+)
+
+## convert list to yaml, reformat comments and whitespace ----
+thisproject <- as.yaml(project_list, indent=2) %>%
+  # convert comment actions to comments
+  convert_comment_actions() %>%
+  # add one blank line before level 1 and level 2 keys
+  str_replace_all("\\\n(\\w)", "\n\n\\1") %>%
+  str_replace_all("\\\n\\s\\s(\\w)", "\n\n  \\1")
+
+
+# if running via opensafely, check that the project on disk is the same as the project created here:
+if (Sys.getenv("OPENSAFELY_BACKEND") %in% c("expectations", "tpp")){
+
+  thisprojectsplit <- str_split(thisproject, "\n")[[1]]
+  currentproject <- readLines(here("project.yaml"))
+
+  stopifnot("project.yaml is not up-to-date with create-project.R.  Run create-project.R before running further actions." = identical(thisprojectsplit, currentproject))
+
+# if running manually, output new project as normal
+} else if (Sys.getenv("OPENSAFELY_BACKEND") %in% c("")){
+
+## output to file ----
+  writeLines(thisproject, here("project.yaml"))
+#yaml::write_yaml(project_list, file =here("project.yaml"))
+
+## grab all action names and send to a txt file
+
+names(actions_list) %>% tibble(action=.) %>%
+  mutate(
+    model = action==""  & lag(action!="", 1, TRUE),
+    model_number = cumsum(model),
+  ) %>%
+  group_by(model_number) %>%
+  summarise(
+    sets = str_trim(paste(action, collapse=" "))
+  ) %>% pull(sets) %>%
+  paste(collapse="\n") %>%
+  writeLines(here("actions.txt"))
+
+# fail if backend not recognised
+} else {
+  stop("Backend not recognised")
+}
+
+
diff --git a/project.yaml b/project.yaml
index bf58537..9b36af8 100644
--- a/project.yaml
+++ b/project.yaml
@@ -1,787 +1,45347 @@
 version: '3.0'
 
-# Ignore this`expectation` block. It is required but not used, and will be removed in future versions.
 expectations:
+
   population_size: 100000
 
 actions:
 
-### exploratory analysis 
-
-##  season 1 (2016/17) - cohort inclusion
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## DO NOT EDIT project.yaml DIRECTLY 
+  ## This file is created by create-project.R 
+  ## Edit and run create-project.R to update the project.yaml 
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Pre-server scripts 
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Inclusion/Exclusion Flow Chart Actions: Older Adults 
+  ## # # # # # # # # # # # # # # # # # # # 
 
   generate_flow_chart_data_older_adults_s1:
-    run: >
+    run: |-
       ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
       --output output/flow_chart/older_adults_2016_2017_flow_chart.csv
       --dummy-data-file analysis/dummydata/dummyextract_older_adults_2016_2017.arrow
-      -- older_adults season1_start_date season1_end_date
+      -- older_adults season1_start_date season1_end_date older_adults s1 2016_2017 season1_start_date season1_end_date
     outputs:
       highly_sensitive:
         dataset: output/flow_chart/older_adults_2016_2017_flow_chart.csv
-  
-  process_flow_chart_older_adults_s1:
-    run: r:latest analysis/cohort_criteria.R older_adults season1_start_date season1_end_date 
-    needs: [generate_flow_chart_data_older_adults_s1]
+
+  process_flow_chart_data_older_adults_s1:
+    run: r:latest analysis/cohort_criteria.R older_adults season1_start_date season1_end_date
+      older_adults s1 2016_2017 season1_start_date season1_end_date
+    needs:
+    - generate_flow_chart_data_older_adults_s1
     outputs:
       highly_sensitive:
         cohort: output/flow_chart/flow_chart_processed_older_adults_2016_2017.csv
 
+  generate_flow_chart_data_older_adults_s2:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/older_adults_2017_2018_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2017_2018.arrow
+      -- older_adults season2_start_date season2_end_date older_adults s2 2017_2018 season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/older_adults_2017_2018_flow_chart.csv
+
+  process_flow_chart_data_older_adults_s2:
+    run: r:latest analysis/cohort_criteria.R older_adults season2_start_date season2_end_date
+      older_adults s2 2017_2018 season2_start_date season2_end_date
+    needs:
+    - generate_flow_chart_data_older_adults_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_older_adults_2017_2018.csv
+
+  generate_flow_chart_data_older_adults_s3:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/older_adults_2018_2019_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2018_2019.arrow
+      -- older_adults season3_start_date season3_end_date older_adults s3 2018_2019 season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/older_adults_2018_2019_flow_chart.csv
+
+  process_flow_chart_data_older_adults_s3:
+    run: r:latest analysis/cohort_criteria.R older_adults season3_start_date season3_end_date
+      older_adults s3 2018_2019 season3_start_date season3_end_date
+    needs:
+    - generate_flow_chart_data_older_adults_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_older_adults_2018_2019.csv
+
+  generate_flow_chart_data_older_adults_s4:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/older_adults_2019_2020_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2019_2020.arrow
+      -- older_adults season4_start_date season4_end_date older_adults s4 2019_2020 season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/older_adults_2019_2020_flow_chart.csv
+
+  process_flow_chart_data_older_adults_s4:
+    run: r:latest analysis/cohort_criteria.R older_adults season4_start_date season4_end_date
+      older_adults s4 2019_2020 season4_start_date season4_end_date
+    needs:
+    - generate_flow_chart_data_older_adults_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_older_adults_2019_2020.csv
+
+  generate_flow_chart_data_older_adults_s5:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/older_adults_2020_2021_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2020_2021.arrow
+      -- older_adults season5_start_date season5_end_date older_adults s5 2020_2021 season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/older_adults_2020_2021_flow_chart.csv
+
+  process_flow_chart_data_older_adults_s5:
+    run: r:latest analysis/cohort_criteria.R older_adults season5_start_date season5_end_date
+      older_adults s5 2020_2021 season5_start_date season5_end_date
+    needs:
+    - generate_flow_chart_data_older_adults_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_older_adults_2020_2021.csv
+
+  generate_flow_chart_data_older_adults_s6:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/older_adults_2021_2022_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2021_2022.arrow
+      -- older_adults season6_start_date season6_end_date older_adults s6 2021_2022 season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/older_adults_2021_2022_flow_chart.csv
+
+  process_flow_chart_data_older_adults_s6:
+    run: r:latest analysis/cohort_criteria.R older_adults season6_start_date season6_end_date
+      older_adults s6 2021_2022 season6_start_date season6_end_date
+    needs:
+    - generate_flow_chart_data_older_adults_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_older_adults_2021_2022.csv
+
+  generate_flow_chart_data_older_adults_s7:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/older_adults_2022_2023_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2022_2023.arrow
+      -- older_adults season7_start_date season7_end_date older_adults s7 2022_2023 season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/older_adults_2022_2023_flow_chart.csv
+
+  process_flow_chart_data_older_adults_s7:
+    run: r:latest analysis/cohort_criteria.R older_adults season7_start_date season7_end_date
+      older_adults s7 2022_2023 season7_start_date season7_end_date
+    needs:
+    - generate_flow_chart_data_older_adults_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_older_adults_2022_2023.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Inclusion/Exclusion Flow Chart Actions: Adults 
+  ## # # # # # # # # # # # # # # # # # # # 
+
   generate_flow_chart_data_adults_s1:
-    run: >
+    run: |-
       ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
       --output output/flow_chart/adults_2016_2017_flow_chart.csv
       --dummy-data-file analysis/dummydata/dummyextract_adults_2016_2017.arrow
-      -- adults season1_start_date season1_end_date
+      -- adults season1_start_date season1_end_date adults s1 2016_2017 season1_start_date season1_end_date
     outputs:
       highly_sensitive:
         dataset: output/flow_chart/adults_2016_2017_flow_chart.csv
 
-  process_flow_chart_adults_s1:
-    run: r:latest analysis/cohort_criteria.R adults season1_start_date season1_end_date 
-    needs: [generate_flow_chart_data_adults_s1]
+  process_flow_chart_data_adults_s1:
+    run: r:latest analysis/cohort_criteria.R adults season1_start_date season1_end_date
+      adults s1 2016_2017 season1_start_date season1_end_date
+    needs:
+    - generate_flow_chart_data_adults_s1
     outputs:
       highly_sensitive:
         cohort: output/flow_chart/flow_chart_processed_adults_2016_2017.csv
 
-  generate_flow_chart_data_children_and_adolescents_s1:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
-      --output output/flow_chart/children_and_adolescents_2016_2017_flow_chart.csv
-      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2016_2017.arrow
-      -- children_and_adolescents season1_start_date season1_end_date
+  generate_flow_chart_data_adults_s2:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/adults_2017_2018_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2017_2018.arrow
+      -- adults season2_start_date season2_end_date adults s2 2017_2018 season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/adults_2017_2018_flow_chart.csv
+
+  process_flow_chart_data_adults_s2:
+    run: r:latest analysis/cohort_criteria.R adults season2_start_date season2_end_date
+      adults s2 2017_2018 season2_start_date season2_end_date
+    needs:
+    - generate_flow_chart_data_adults_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_adults_2017_2018.csv
+
+  generate_flow_chart_data_adults_s3:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/adults_2018_2019_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2018_2019.arrow
+      -- adults season3_start_date season3_end_date adults s3 2018_2019 season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/adults_2018_2019_flow_chart.csv
+
+  process_flow_chart_data_adults_s3:
+    run: r:latest analysis/cohort_criteria.R adults season3_start_date season3_end_date
+      adults s3 2018_2019 season3_start_date season3_end_date
+    needs:
+    - generate_flow_chart_data_adults_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_adults_2018_2019.csv
+
+  generate_flow_chart_data_adults_s4:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/adults_2019_2020_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2019_2020.arrow
+      -- adults season4_start_date season4_end_date adults s4 2019_2020 season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/adults_2019_2020_flow_chart.csv
+
+  process_flow_chart_data_adults_s4:
+    run: r:latest analysis/cohort_criteria.R adults season4_start_date season4_end_date
+      adults s4 2019_2020 season4_start_date season4_end_date
+    needs:
+    - generate_flow_chart_data_adults_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_adults_2019_2020.csv
+
+  generate_flow_chart_data_adults_s5:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/adults_2020_2021_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2020_2021.arrow
+      -- adults season5_start_date season5_end_date adults s5 2020_2021 season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/adults_2020_2021_flow_chart.csv
+
+  process_flow_chart_data_adults_s5:
+    run: r:latest analysis/cohort_criteria.R adults season5_start_date season5_end_date
+      adults s5 2020_2021 season5_start_date season5_end_date
+    needs:
+    - generate_flow_chart_data_adults_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_adults_2020_2021.csv
+
+  generate_flow_chart_data_adults_s6:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/adults_2021_2022_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2021_2022.arrow
+      -- adults season6_start_date season6_end_date adults s6 2021_2022 season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/adults_2021_2022_flow_chart.csv
+
+  process_flow_chart_data_adults_s6:
+    run: r:latest analysis/cohort_criteria.R adults season6_start_date season6_end_date
+      adults s6 2021_2022 season6_start_date season6_end_date
+    needs:
+    - generate_flow_chart_data_adults_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_adults_2021_2022.csv
+
+  generate_flow_chart_data_adults_s7:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/adults_2022_2023_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2022_2023.arrow
+      -- adults season7_start_date season7_end_date adults s7 2022_2023 season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/adults_2022_2023_flow_chart.csv
+
+  process_flow_chart_data_adults_s7:
+    run: r:latest analysis/cohort_criteria.R adults season7_start_date season7_end_date
+      adults s7 2022_2023 season7_start_date season7_end_date
+    needs:
+    - generate_flow_chart_data_adults_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_adults_2022_2023.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Inclusion/Exclusion Flow Chart Actions: Children and Adolescents 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_flow_chart_data_children_and_adolescents_s1:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/children_and_adolescents_2016_2017_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2016_2017.arrow
+      -- children_and_adolescents season1_start_date season1_end_date children_and_adolescents s1 2016_2017 season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/children_and_adolescents_2016_2017_flow_chart.csv
+
+  process_flow_chart_data_children_and_adolescents_s1:
+    run: r:latest analysis/cohort_criteria.R children_and_adolescents season1_start_date
+      season1_end_date children_and_adolescents s1 2016_2017 season1_start_date season1_end_date
+    needs:
+    - generate_flow_chart_data_children_and_adolescents_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_children_and_adolescents_2016_2017.csv
+
+  generate_flow_chart_data_children_and_adolescents_s2:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/children_and_adolescents_2017_2018_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2017_2018.arrow
+      -- children_and_adolescents season2_start_date season2_end_date children_and_adolescents s2 2017_2018 season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/children_and_adolescents_2017_2018_flow_chart.csv
+
+  process_flow_chart_data_children_and_adolescents_s2:
+    run: r:latest analysis/cohort_criteria.R children_and_adolescents season2_start_date
+      season2_end_date children_and_adolescents s2 2017_2018 season2_start_date season2_end_date
+    needs:
+    - generate_flow_chart_data_children_and_adolescents_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_children_and_adolescents_2017_2018.csv
+
+  generate_flow_chart_data_children_and_adolescents_s3:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/children_and_adolescents_2018_2019_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2018_2019.arrow
+      -- children_and_adolescents season3_start_date season3_end_date children_and_adolescents s3 2018_2019 season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/children_and_adolescents_2018_2019_flow_chart.csv
+
+  process_flow_chart_data_children_and_adolescents_s3:
+    run: r:latest analysis/cohort_criteria.R children_and_adolescents season3_start_date
+      season3_end_date children_and_adolescents s3 2018_2019 season3_start_date season3_end_date
+    needs:
+    - generate_flow_chart_data_children_and_adolescents_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_children_and_adolescents_2018_2019.csv
+
+  generate_flow_chart_data_children_and_adolescents_s4:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/children_and_adolescents_2019_2020_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2019_2020.arrow
+      -- children_and_adolescents season4_start_date season4_end_date children_and_adolescents s4 2019_2020 season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/children_and_adolescents_2019_2020_flow_chart.csv
+
+  process_flow_chart_data_children_and_adolescents_s4:
+    run: r:latest analysis/cohort_criteria.R children_and_adolescents season4_start_date
+      season4_end_date children_and_adolescents s4 2019_2020 season4_start_date season4_end_date
+    needs:
+    - generate_flow_chart_data_children_and_adolescents_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_children_and_adolescents_2019_2020.csv
+
+  generate_flow_chart_data_children_and_adolescents_s5:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/children_and_adolescents_2020_2021_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2020_2021.arrow
+      -- children_and_adolescents season5_start_date season5_end_date children_and_adolescents s5 2020_2021 season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/children_and_adolescents_2020_2021_flow_chart.csv
+
+  process_flow_chart_data_children_and_adolescents_s5:
+    run: r:latest analysis/cohort_criteria.R children_and_adolescents season5_start_date
+      season5_end_date children_and_adolescents s5 2020_2021 season5_start_date season5_end_date
+    needs:
+    - generate_flow_chart_data_children_and_adolescents_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_children_and_adolescents_2020_2021.csv
+
+  generate_flow_chart_data_children_and_adolescents_s6:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/children_and_adolescents_2021_2022_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2021_2022.arrow
+      -- children_and_adolescents season6_start_date season6_end_date children_and_adolescents s6 2021_2022 season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/children_and_adolescents_2021_2022_flow_chart.csv
+
+  process_flow_chart_data_children_and_adolescents_s6:
+    run: r:latest analysis/cohort_criteria.R children_and_adolescents season6_start_date
+      season6_end_date children_and_adolescents s6 2021_2022 season6_start_date season6_end_date
+    needs:
+    - generate_flow_chart_data_children_and_adolescents_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_children_and_adolescents_2021_2022.csv
+
+  generate_flow_chart_data_children_and_adolescents_s7:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/children_and_adolescents_2022_2023_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2022_2023.arrow
+      -- children_and_adolescents season7_start_date season7_end_date children_and_adolescents s7 2022_2023 season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/children_and_adolescents_2022_2023_flow_chart.csv
+
+  process_flow_chart_data_children_and_adolescents_s7:
+    run: r:latest analysis/cohort_criteria.R children_and_adolescents season7_start_date
+      season7_end_date children_and_adolescents s7 2022_2023 season7_start_date season7_end_date
+    needs:
+    - generate_flow_chart_data_children_and_adolescents_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_children_and_adolescents_2022_2023.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Inclusion/Exclusion Flow Chart Actions: Infants 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_flow_chart_data_infants_s1:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/infants_2016_2017_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2016_2017.arrow
+      -- infants season1_start_date season1_end_date infants s1 2016_2017 season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/infants_2016_2017_flow_chart.csv
+
+  process_flow_chart_data_infants_s1:
+    run: r:latest analysis/cohort_criteria.R infants season1_start_date season1_end_date
+      infants s1 2016_2017 season1_start_date season1_end_date
+    needs:
+    - generate_flow_chart_data_infants_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_infants_2016_2017.csv
+
+  generate_flow_chart_data_infants_s2:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/infants_2017_2018_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2017_2018.arrow
+      -- infants season2_start_date season2_end_date infants s2 2017_2018 season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/infants_2017_2018_flow_chart.csv
+
+  process_flow_chart_data_infants_s2:
+    run: r:latest analysis/cohort_criteria.R infants season2_start_date season2_end_date
+      infants s2 2017_2018 season2_start_date season2_end_date
+    needs:
+    - generate_flow_chart_data_infants_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_infants_2017_2018.csv
+
+  generate_flow_chart_data_infants_s3:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/infants_2018_2019_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2018_2019.arrow
+      -- infants season3_start_date season3_end_date infants s3 2018_2019 season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/infants_2018_2019_flow_chart.csv
+
+  process_flow_chart_data_infants_s3:
+    run: r:latest analysis/cohort_criteria.R infants season3_start_date season3_end_date
+      infants s3 2018_2019 season3_start_date season3_end_date
+    needs:
+    - generate_flow_chart_data_infants_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_infants_2018_2019.csv
+
+  generate_flow_chart_data_infants_s4:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/infants_2019_2020_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2019_2020.arrow
+      -- infants season4_start_date season4_end_date infants s4 2019_2020 season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/infants_2019_2020_flow_chart.csv
+
+  process_flow_chart_data_infants_s4:
+    run: r:latest analysis/cohort_criteria.R infants season4_start_date season4_end_date
+      infants s4 2019_2020 season4_start_date season4_end_date
+    needs:
+    - generate_flow_chart_data_infants_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_infants_2019_2020.csv
+
+  generate_flow_chart_data_infants_s5:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/infants_2020_2021_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2020_2021.arrow
+      -- infants season5_start_date season5_end_date infants s5 2020_2021 season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/infants_2020_2021_flow_chart.csv
+
+  process_flow_chart_data_infants_s5:
+    run: r:latest analysis/cohort_criteria.R infants season5_start_date season5_end_date
+      infants s5 2020_2021 season5_start_date season5_end_date
+    needs:
+    - generate_flow_chart_data_infants_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_infants_2020_2021.csv
+
+  generate_flow_chart_data_infants_s6:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/infants_2021_2022_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2021_2022.arrow
+      -- infants season6_start_date season6_end_date infants s6 2021_2022 season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/infants_2021_2022_flow_chart.csv
+
+  process_flow_chart_data_infants_s6:
+    run: r:latest analysis/cohort_criteria.R infants season6_start_date season6_end_date
+      infants s6 2021_2022 season6_start_date season6_end_date
+    needs:
+    - generate_flow_chart_data_infants_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_infants_2021_2022.csv
+
+  generate_flow_chart_data_infants_s7:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
+      --output output/flow_chart/infants_2022_2023_flow_chart.csv
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2022_2023.arrow
+      -- infants season7_start_date season7_end_date infants s7 2022_2023 season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/flow_chart/infants_2022_2023_flow_chart.csv
+
+  process_flow_chart_data_infants_s7:
+    run: r:latest analysis/cohort_criteria.R infants season7_start_date season7_end_date
+      infants s7 2022_2023 season7_start_date season7_end_date
+    needs:
+    - generate_flow_chart_data_infants_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/flow_chart/flow_chart_processed_infants_2022_2023.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Household Information Actions 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  extract_household_information_s1:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_household.py
+      --output output/data/input_household_2016_2017.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_household_2016_2017.arrow
+      -- season1_start_date season1_end_date s1 2016_2017 season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_household_2016_2017.arrow
+
+  process_household_information_s1:
+    run: r:latest analysis/data_processing_household.R season1_start_date season1_end_date
+      s1 2016_2017 season1_start_date season1_end_date
+    needs:
+    - extract_household_information_s1
+    outputs:
+      highly_sensitive:
+        arrow: output/data/input_household_processed_2016_2017.arrow
+
+  extract_household_information_s2:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_household.py
+      --output output/data/input_household_2017_2018.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_household_2017_2018.arrow
+      -- season2_start_date season2_end_date s2 2017_2018 season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_household_2017_2018.arrow
+
+  process_household_information_s2:
+    run: r:latest analysis/data_processing_household.R season2_start_date season2_end_date
+      s2 2017_2018 season2_start_date season2_end_date
+    needs:
+    - extract_household_information_s2
+    outputs:
+      highly_sensitive:
+        arrow: output/data/input_household_processed_2017_2018.arrow
+
+  extract_household_information_s3:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_household.py
+      --output output/data/input_household_2018_2019.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_household_2018_2019.arrow
+      -- season3_start_date season3_end_date s3 2018_2019 season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_household_2018_2019.arrow
+
+  process_household_information_s3:
+    run: r:latest analysis/data_processing_household.R season3_start_date season3_end_date
+      s3 2018_2019 season3_start_date season3_end_date
+    needs:
+    - extract_household_information_s3
+    outputs:
+      highly_sensitive:
+        arrow: output/data/input_household_processed_2018_2019.arrow
+
+  extract_household_information_s4:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_household.py
+      --output output/data/input_household_2019_2020.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_household_2019_2020.arrow
+      -- season4_start_date season4_end_date s4 2019_2020 season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_household_2019_2020.arrow
+
+  process_household_information_s4:
+    run: r:latest analysis/data_processing_household.R season4_start_date season4_end_date
+      s4 2019_2020 season4_start_date season4_end_date
+    needs:
+    - extract_household_information_s4
+    outputs:
+      highly_sensitive:
+        arrow: output/data/input_household_processed_2019_2020.arrow
+
+  extract_household_information_s5:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_household.py
+      --output output/data/input_household_2020_2021.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_household_2020_2021.arrow
+      -- season5_start_date season5_end_date s5 2020_2021 season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_household_2020_2021.arrow
+
+  process_household_information_s5:
+    run: r:latest analysis/data_processing_household.R season5_start_date season5_end_date
+      s5 2020_2021 season5_start_date season5_end_date
+    needs:
+    - extract_household_information_s5
+    outputs:
+      highly_sensitive:
+        arrow: output/data/input_household_processed_2020_2021.arrow
+
+  extract_household_information_s6:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_household.py
+      --output output/data/input_household_2021_2022.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_household_2021_2022.arrow
+      -- season6_start_date season6_end_date s6 2021_2022 season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_household_2021_2022.arrow
+
+  process_household_information_s6:
+    run: r:latest analysis/data_processing_household.R season6_start_date season6_end_date
+      s6 2021_2022 season6_start_date season6_end_date
+    needs:
+    - extract_household_information_s6
+    outputs:
+      highly_sensitive:
+        arrow: output/data/input_household_processed_2021_2022.arrow
+
+  extract_household_information_s7:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition_household.py
+      --output output/data/input_household_2022_2023.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_household_2022_2023.arrow
+      -- season7_start_date season7_end_date s7 2022_2023 season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_household_2022_2023.arrow
+
+  process_household_information_s7:
+    run: r:latest analysis/data_processing_household.R season7_start_date season7_end_date
+      s7 2022_2023 season7_start_date season7_end_date
+    needs:
+    - extract_household_information_s7
+    outputs:
+      highly_sensitive:
+        arrow: output/data/input_household_processed_2022_2023.arrow
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Older Adults, Codelist Type: Specific, Investigation Type: Primary
+
+    
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_older_adults_s1_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2016_2017_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2016_2017.arrow
+      -- older_adults season1_start_date season1_end_date specific primary older_adults s1 2016_2017 specific primary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2016_2017_specific_primary.arrow
+
+  process_dataset_older_adults_s1_specific_primary:
+    run: r:latest analysis/data_processing.R older_adults season1_start_date season1_end_date
+      specific primary older_adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - generate_dataset_older_adults_s1_specific_primary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2016_2017_specific_primary.arrow
+
+  describe_dataset_older_adults_s1_specific_primary:
+    run: r:latest analysis/report.R older_adults season1_start_date season1_end_date
+      specific primary older_adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season1_start_date season1_end_date specific primary older_adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season1_start_date
+      season1_end_date specific primary older_adults s1 2016_2017 specific primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s1_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season1_start_date season1_end_date specific primary older_adults
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2016_2017_specific_primary.csv
+
+  generate_dataset_older_adults_s2_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2017_2018_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2017_2018.arrow
+      -- older_adults season2_start_date season2_end_date specific primary older_adults s2 2017_2018 specific primary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2017_2018_specific_primary.arrow
+
+  process_dataset_older_adults_s2_specific_primary:
+    run: r:latest analysis/data_processing.R older_adults season2_start_date season2_end_date
+      specific primary older_adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - generate_dataset_older_adults_s2_specific_primary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2017_2018_specific_primary.arrow
+
+  describe_dataset_older_adults_s2_specific_primary:
+    run: r:latest analysis/report.R older_adults season2_start_date season2_end_date
+      specific primary older_adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season2_start_date season2_end_date specific primary older_adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season2_start_date
+      season2_end_date specific primary older_adults s2 2017_2018 specific primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s2_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season2_start_date season2_end_date specific primary older_adults
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2017_2018_specific_primary.csv
+
+  generate_dataset_older_adults_s3_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2018_2019_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2018_2019.arrow
+      -- older_adults season3_start_date season3_end_date specific primary older_adults s3 2018_2019 specific primary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2018_2019_specific_primary.arrow
+
+  process_dataset_older_adults_s3_specific_primary:
+    run: r:latest analysis/data_processing.R older_adults season3_start_date season3_end_date
+      specific primary older_adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - generate_dataset_older_adults_s3_specific_primary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2018_2019_specific_primary.arrow
+
+  describe_dataset_older_adults_s3_specific_primary:
+    run: r:latest analysis/report.R older_adults season3_start_date season3_end_date
+      specific primary older_adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season3_start_date season3_end_date specific primary older_adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season3_start_date
+      season3_end_date specific primary older_adults s3 2018_2019 specific primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s3_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season3_start_date season3_end_date specific primary older_adults
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2018_2019_specific_primary.csv
+
+  generate_dataset_older_adults_s4_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2019_2020_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2019_2020.arrow
+      -- older_adults season4_start_date season4_end_date specific primary older_adults s4 2019_2020 specific primary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2019_2020_specific_primary.arrow
+
+  process_dataset_older_adults_s4_specific_primary:
+    run: r:latest analysis/data_processing.R older_adults season4_start_date season4_end_date
+      specific primary older_adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - generate_dataset_older_adults_s4_specific_primary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2019_2020_specific_primary.arrow
+
+  describe_dataset_older_adults_s4_specific_primary:
+    run: r:latest analysis/report.R older_adults season4_start_date season4_end_date
+      specific primary older_adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s4_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_full_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R older_adults season4_start_date
+      season4_end_date specific primary older_adults s4 2019_2020 specific primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adultsfurther__covid_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      older_adults season4_start_date season4_end_date specific primary older_adults
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_full_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R older_adults
+      season4_start_date season4_end_date specific primary older_adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_older_adults_2019_2020_specific_primary.csv
+
+  generate_dataset_older_adults_s5_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2020_2021_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2020_2021.arrow
+      -- older_adults season5_start_date season5_end_date specific primary older_adults s5 2020_2021 specific primary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2020_2021_specific_primary.arrow
+
+  process_dataset_older_adults_s5_specific_primary:
+    run: r:latest analysis/data_processing.R older_adults season5_start_date season5_end_date
+      specific primary older_adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - generate_dataset_older_adults_s5_specific_primary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2020_2021_specific_primary.arrow
+
+  describe_dataset_older_adults_s5_specific_primary:
+    run: r:latest analysis/report.R older_adults season5_start_date season5_end_date
+      specific primary older_adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s5_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_full_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R older_adults season5_start_date
+      season5_end_date specific primary older_adults s5 2020_2021 specific primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adultsfurther__covid_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      older_adults season5_start_date season5_end_date specific primary older_adults
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_full_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R older_adults
+      season5_start_date season5_end_date specific primary older_adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_older_adults_2020_2021_specific_primary.csv
+
+  generate_dataset_older_adults_s6_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2021_2022_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2021_2022.arrow
+      -- older_adults season6_start_date season6_end_date specific primary older_adults s6 2021_2022 specific primary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2021_2022_specific_primary.arrow
+
+  process_dataset_older_adults_s6_specific_primary:
+    run: r:latest analysis/data_processing.R older_adults season6_start_date season6_end_date
+      specific primary older_adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - generate_dataset_older_adults_s6_specific_primary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2021_2022_specific_primary.arrow
+
+  describe_dataset_older_adults_s6_specific_primary:
+    run: r:latest analysis/report.R older_adults season6_start_date season6_end_date
+      specific primary older_adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s6_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_full_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R older_adults season6_start_date
+      season6_end_date specific primary older_adults s6 2021_2022 specific primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adultsfurther__covid_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      older_adults season6_start_date season6_end_date specific primary older_adults
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_full_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R older_adults
+      season6_start_date season6_end_date specific primary older_adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_older_adults_2021_2022_specific_primary.csv
+
+  generate_dataset_older_adults_s7_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2022_2023_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2022_2023.arrow
+      -- older_adults season7_start_date season7_end_date specific primary older_adults s7 2022_2023 specific primary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2022_2023_specific_primary.arrow
+
+  process_dataset_older_adults_s7_specific_primary:
+    run: r:latest analysis/data_processing.R older_adults season7_start_date season7_end_date
+      specific primary older_adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - generate_dataset_older_adults_s7_specific_primary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2022_2023_specific_primary.arrow
+
+  describe_dataset_older_adults_s7_specific_primary:
+    run: r:latest analysis/report.R older_adults season7_start_date season7_end_date
+      specific primary older_adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s7_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_covid_full_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R older_adults season7_start_date
+      season7_end_date specific primary older_adults s7 2022_2023 specific primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adultsfurther__covid_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      older_adults season7_start_date season7_end_date specific primary older_adults
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_older_adults_further_covid_full_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R older_adults
+      season7_start_date season7_end_date specific primary older_adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_older_adults_2022_2023_specific_primary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Adults, Season: Codelist Type: Specific, Investigation Type: Primary
+
+    
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_adults_s1_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2016_2017_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2016_2017.arrow
+      -- adults season1_start_date season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2016_2017_specific_primary.arrow
+
+  process_dataset_adults_s1_specific_primary:
+    run: r:latest analysis/data_processing.R adults season1_start_date season1_end_date
+      specific primary adults s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - generate_dataset_adults_s1_specific_primary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2016_2017_specific_primary.arrow
+
+  describe_dataset_adults_s1_specific_primary:
+    run: r:latest analysis/report.R adults season1_start_date season1_end_date specific
+      primary adults s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_rsv_full_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_flu_full_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season1_start_date season1_end_date specific primary adults s1 2016_2017 specific
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season1_start_date season1_end_date specific primary adults s1 2016_2017 specific
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season1_start_date season1_end_date specific primary adults s1 2016_2017 specific
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season1_start_date season1_end_date specific primary adults s1 2016_2017 specific
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season1_start_date
+      season1_end_date specific primary adults s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2016_2017_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s1_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season1_start_date season1_end_date specific primary adults s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2016_2017_specific_primary.csv
+
+  generate_dataset_adults_s2_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2017_2018_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2017_2018.arrow
+      -- adults season2_start_date season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2017_2018_specific_primary.arrow
+
+  process_dataset_adults_s2_specific_primary:
+    run: r:latest analysis/data_processing.R adults season2_start_date season2_end_date
+      specific primary adults s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - generate_dataset_adults_s2_specific_primary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2017_2018_specific_primary.arrow
+
+  describe_dataset_adults_s2_specific_primary:
+    run: r:latest analysis/report.R adults season2_start_date season2_end_date specific
+      primary adults s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_rsv_full_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_flu_full_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season2_start_date season2_end_date specific primary adults s2 2017_2018 specific
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season2_start_date season2_end_date specific primary adults s2 2017_2018 specific
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season2_start_date season2_end_date specific primary adults s2 2017_2018 specific
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season2_start_date season2_end_date specific primary adults s2 2017_2018 specific
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season2_start_date
+      season2_end_date specific primary adults s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2017_2018_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s2_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season2_start_date season2_end_date specific primary adults s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2017_2018_specific_primary.csv
+
+  generate_dataset_adults_s3_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2018_2019_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2018_2019.arrow
+      -- adults season3_start_date season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2018_2019_specific_primary.arrow
+
+  process_dataset_adults_s3_specific_primary:
+    run: r:latest analysis/data_processing.R adults season3_start_date season3_end_date
+      specific primary adults s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - generate_dataset_adults_s3_specific_primary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2018_2019_specific_primary.arrow
+
+  describe_dataset_adults_s3_specific_primary:
+    run: r:latest analysis/report.R adults season3_start_date season3_end_date specific
+      primary adults s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_rsv_full_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_flu_full_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season3_start_date season3_end_date specific primary adults s3 2018_2019 specific
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season3_start_date season3_end_date specific primary adults s3 2018_2019 specific
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season3_start_date season3_end_date specific primary adults s3 2018_2019 specific
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season3_start_date season3_end_date specific primary adults s3 2018_2019 specific
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season3_start_date
+      season3_end_date specific primary adults s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2018_2019_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s3_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season3_start_date season3_end_date specific primary adults s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2018_2019_specific_primary.csv
+
+  generate_dataset_adults_s4_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2019_2020_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2019_2020.arrow
+      -- adults season4_start_date season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2019_2020_specific_primary.arrow
+
+  process_dataset_adults_s4_specific_primary:
+    run: r:latest analysis/data_processing.R adults season4_start_date season4_end_date
+      specific primary adults s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - generate_dataset_adults_s4_specific_primary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2019_2020_specific_primary.arrow
+
+  describe_dataset_adults_s4_specific_primary:
+    run: r:latest analysis/report.R adults season4_start_date season4_end_date specific
+      primary adults s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_rsv_full_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_flu_full_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season4_start_date season4_end_date specific primary adults s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season4_start_date season4_end_date specific primary adults s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season4_start_date season4_end_date specific primary adults s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season4_start_date season4_end_date specific primary adults s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s4_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_covid_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_covid_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R adults
+      season4_start_date season4_end_date specific primary adults s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_covid_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_covid_full_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R adults
+      season4_start_date season4_end_date specific primary adults s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adultsfurther__covid_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R adults
+      season4_start_date season4_end_date specific primary adults s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      adults season4_start_date season4_end_date specific primary adults s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R adults
+      season4_start_date season4_end_date specific primary adults s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_adults_2019_2020_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_full_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R adults season4_start_date
+      season4_end_date specific primary adults s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_adults_2019_2020_specific_primary.csv
+
+  generate_dataset_adults_s5_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2020_2021_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2020_2021.arrow
+      -- adults season5_start_date season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2020_2021_specific_primary.arrow
+
+  process_dataset_adults_s5_specific_primary:
+    run: r:latest analysis/data_processing.R adults season5_start_date season5_end_date
+      specific primary adults s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - generate_dataset_adults_s5_specific_primary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2020_2021_specific_primary.arrow
+
+  describe_dataset_adults_s5_specific_primary:
+    run: r:latest analysis/report.R adults season5_start_date season5_end_date specific
+      primary adults s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_rsv_full_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_flu_full_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season5_start_date season5_end_date specific primary adults s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season5_start_date season5_end_date specific primary adults s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season5_start_date season5_end_date specific primary adults s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season5_start_date season5_end_date specific primary adults s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s5_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_covid_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_covid_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R adults
+      season5_start_date season5_end_date specific primary adults s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_covid_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_covid_full_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R adults
+      season5_start_date season5_end_date specific primary adults s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adultsfurther__covid_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R adults
+      season5_start_date season5_end_date specific primary adults s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      adults season5_start_date season5_end_date specific primary adults s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R adults
+      season5_start_date season5_end_date specific primary adults s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_adults_2020_2021_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_full_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R adults season5_start_date
+      season5_end_date specific primary adults s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_adults_2020_2021_specific_primary.csv
+
+  generate_dataset_adults_s6_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2021_2022_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2021_2022.arrow
+      -- adults season6_start_date season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2021_2022_specific_primary.arrow
+
+  process_dataset_adults_s6_specific_primary:
+    run: r:latest analysis/data_processing.R adults season6_start_date season6_end_date
+      specific primary adults s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - generate_dataset_adults_s6_specific_primary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2021_2022_specific_primary.arrow
+
+  describe_dataset_adults_s6_specific_primary:
+    run: r:latest analysis/report.R adults season6_start_date season6_end_date specific
+      primary adults s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_rsv_full_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_flu_full_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season6_start_date season6_end_date specific primary adults s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season6_start_date season6_end_date specific primary adults s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season6_start_date season6_end_date specific primary adults s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season6_start_date season6_end_date specific primary adults s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s6_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_covid_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_covid_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R adults
+      season6_start_date season6_end_date specific primary adults s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_covid_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_covid_full_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R adults
+      season6_start_date season6_end_date specific primary adults s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adultsfurther__covid_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R adults
+      season6_start_date season6_end_date specific primary adults s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      adults season6_start_date season6_end_date specific primary adults s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R adults
+      season6_start_date season6_end_date specific primary adults s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_adults_2021_2022_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_full_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R adults season6_start_date
+      season6_end_date specific primary adults s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_adults_2021_2022_specific_primary.csv
+
+  generate_dataset_adults_s7_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2022_2023_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2022_2023.arrow
+      -- adults season7_start_date season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2022_2023_specific_primary.arrow
+
+  process_dataset_adults_s7_specific_primary:
+    run: r:latest analysis/data_processing.R adults season7_start_date season7_end_date
+      specific primary adults s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - generate_dataset_adults_s7_specific_primary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2022_2023_specific_primary.arrow
+
+  describe_dataset_adults_s7_specific_primary:
+    run: r:latest analysis/report.R adults season7_start_date season7_end_date specific
+      primary adults s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_rsv_full_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_flu_full_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season7_start_date season7_end_date specific primary adults s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season7_start_date season7_end_date specific primary adults s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season7_start_date season7_end_date specific primary adults s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season7_start_date season7_end_date specific primary adults s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s7_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_covid_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_covid_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R adults
+      season7_start_date season7_end_date specific primary adults s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_covid_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_covid_full_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R adults
+      season7_start_date season7_end_date specific primary adults s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adultsfurther__covid_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R adults
+      season7_start_date season7_end_date specific primary adults s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      adults season7_start_date season7_end_date specific primary adults s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R adults
+      season7_start_date season7_end_date specific primary adults s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_adults_2022_2023_specific_primary.csv
+
+  analyse_dataset_adults_further_covid_full_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R adults season7_start_date
+      season7_end_date specific primary adults s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_adults_2022_2023_specific_primary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Children and Adolescents, Codelist Type: Specific, Investigation
+    Type: Primary 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_children_and_adolescents_s1_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2016_2017_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2016_2017.arrow
+      -- children_and_adolescents season1_start_date season1_end_date specific primary children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2016_2017_specific_primary.arrow
+
+  process_dataset_children_and_adolescents_s1_specific_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season1_start_date
+      season1_end_date specific primary children_and_adolescents s1 2016_2017 specific
+      primary season1_start_date season1_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s1_specific_primary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2016_2017_specific_primary.arrow
+
+  describe_dataset_children_and_adolescents_s1_specific_primary:
+    run: r:latest analysis/report.R children_and_adolescents season1_start_date season1_end_date
+      specific primary children_and_adolescents s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season1_start_date season1_end_date specific primary children_and_adolescents
+      s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s1_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season1_start_date season1_end_date specific primary
+      children_and_adolescents s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2016_2017_specific_primary.csv
+
+  generate_dataset_children_and_adolescents_s2_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2017_2018_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2017_2018.arrow
+      -- children_and_adolescents season2_start_date season2_end_date specific primary children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2017_2018_specific_primary.arrow
+
+  process_dataset_children_and_adolescents_s2_specific_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season2_start_date
+      season2_end_date specific primary children_and_adolescents s2 2017_2018 specific
+      primary season2_start_date season2_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s2_specific_primary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2017_2018_specific_primary.arrow
+
+  describe_dataset_children_and_adolescents_s2_specific_primary:
+    run: r:latest analysis/report.R children_and_adolescents season2_start_date season2_end_date
+      specific primary children_and_adolescents s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season2_start_date season2_end_date specific primary children_and_adolescents
+      s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s2_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season2_start_date season2_end_date specific primary
+      children_and_adolescents s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2017_2018_specific_primary.csv
+
+  generate_dataset_children_and_adolescents_s3_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2018_2019_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2018_2019.arrow
+      -- children_and_adolescents season3_start_date season3_end_date specific primary children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2018_2019_specific_primary.arrow
+
+  process_dataset_children_and_adolescents_s3_specific_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season3_start_date
+      season3_end_date specific primary children_and_adolescents s3 2018_2019 specific
+      primary season3_start_date season3_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s3_specific_primary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2018_2019_specific_primary.arrow
+
+  describe_dataset_children_and_adolescents_s3_specific_primary:
+    run: r:latest analysis/report.R children_and_adolescents season3_start_date season3_end_date
+      specific primary children_and_adolescents s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season3_start_date season3_end_date specific primary children_and_adolescents
+      s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s3_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season3_start_date season3_end_date specific primary
+      children_and_adolescents s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2018_2019_specific_primary.csv
+
+  generate_dataset_children_and_adolescents_s4_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2019_2020_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2019_2020.arrow
+      -- children_and_adolescents season4_start_date season4_end_date specific primary children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2019_2020_specific_primary.arrow
+
+  process_dataset_children_and_adolescents_s4_specific_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season4_start_date
+      season4_end_date specific primary children_and_adolescents s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s4_specific_primary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2019_2020_specific_primary.arrow
+
+  describe_dataset_children_and_adolescents_s4_specific_primary:
+    run: r:latest analysis/report.R children_and_adolescents season4_start_date season4_end_date
+      specific primary children_and_adolescents s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s4_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_full_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescentsfurther__covid_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date specific primary
+      children_and_adolescents s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_full_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R children_and_adolescents
+      season4_start_date season4_end_date specific primary children_and_adolescents
+      s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_children_and_adolescents_2019_2020_specific_primary.csv
+
+  generate_dataset_children_and_adolescents_s5_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2020_2021_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2020_2021.arrow
+      -- children_and_adolescents season5_start_date season5_end_date specific primary children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2020_2021_specific_primary.arrow
+
+  process_dataset_children_and_adolescents_s5_specific_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season5_start_date
+      season5_end_date specific primary children_and_adolescents s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s5_specific_primary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2020_2021_specific_primary.arrow
+
+  describe_dataset_children_and_adolescents_s5_specific_primary:
+    run: r:latest analysis/report.R children_and_adolescents season5_start_date season5_end_date
+      specific primary children_and_adolescents s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s5_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_full_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescentsfurther__covid_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date specific primary
+      children_and_adolescents s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_full_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R children_and_adolescents
+      season5_start_date season5_end_date specific primary children_and_adolescents
+      s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_children_and_adolescents_2020_2021_specific_primary.csv
+
+  generate_dataset_children_and_adolescents_s6_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2021_2022_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2021_2022.arrow
+      -- children_and_adolescents season6_start_date season6_end_date specific primary children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2021_2022_specific_primary.arrow
+
+  process_dataset_children_and_adolescents_s6_specific_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season6_start_date
+      season6_end_date specific primary children_and_adolescents s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s6_specific_primary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2021_2022_specific_primary.arrow
+
+  describe_dataset_children_and_adolescents_s6_specific_primary:
+    run: r:latest analysis/report.R children_and_adolescents season6_start_date season6_end_date
+      specific primary children_and_adolescents s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s6_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_full_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescentsfurther__covid_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date specific primary
+      children_and_adolescents s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_full_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R children_and_adolescents
+      season6_start_date season6_end_date specific primary children_and_adolescents
+      s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_children_and_adolescents_2021_2022_specific_primary.csv
+
+  generate_dataset_children_and_adolescents_s7_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2022_2023_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2022_2023.arrow
+      -- children_and_adolescents season7_start_date season7_end_date specific primary children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2022_2023_specific_primary.arrow
+
+  process_dataset_children_and_adolescents_s7_specific_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season7_start_date
+      season7_end_date specific primary children_and_adolescents s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s7_specific_primary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2022_2023_specific_primary.arrow
+
+  describe_dataset_children_and_adolescents_s7_specific_primary:
+    run: r:latest analysis/report.R children_and_adolescents season7_start_date season7_end_date
+      specific primary children_and_adolescents s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s7_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_full_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescentsfurther__covid_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date specific primary
+      children_and_adolescents s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_full_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R children_and_adolescents
+      season7_start_date season7_end_date specific primary children_and_adolescents
+      s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_children_and_adolescents_2022_2023_specific_primary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Infants, Codelist Type: Specific, Investigation Type: Primary 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_infants_s1_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2016_2017_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2016_2017.arrow
+      -- infants season1_start_date season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2016_2017_specific_primary.arrow
+
+  process_dataset_infants_s1_specific_primary:
+    run: r:latest analysis/data_processing.R infants season1_start_date season1_end_date
+      specific primary infants s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - generate_dataset_infants_s1_specific_primary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2016_2017_specific_primary.arrow
+
+  describe_dataset_infants_s1_specific_primary:
+    run: r:latest analysis/report.R infants season1_start_date season1_end_date specific
+      primary infants s1 2016_2017 specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_rsv_full_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_flu_full_s1_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season1_start_date season1_end_date specific primary infants s1 2016_2017 specific
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season1_start_date season1_end_date specific primary infants s1 2016_2017 specific
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season1_start_date season1_end_date specific primary infants s1 2016_2017 specific
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season1_start_date season1_end_date specific primary infants s1 2016_2017 specific
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s1_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s1_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s1_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season1_start_date
+      season1_end_date specific primary infants s1 2016_2017 specific primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2016_2017_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s1_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season1_start_date season1_end_date specific primary infants s1 2016_2017
+      specific primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2016_2017_specific_primary.csv
+
+  generate_dataset_infants_s2_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2017_2018_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2017_2018.arrow
+      -- infants season2_start_date season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2017_2018_specific_primary.arrow
+
+  process_dataset_infants_s2_specific_primary:
+    run: r:latest analysis/data_processing.R infants season2_start_date season2_end_date
+      specific primary infants s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - generate_dataset_infants_s2_specific_primary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2017_2018_specific_primary.arrow
+
+  describe_dataset_infants_s2_specific_primary:
+    run: r:latest analysis/report.R infants season2_start_date season2_end_date specific
+      primary infants s2 2017_2018 specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_rsv_full_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_flu_full_s2_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season2_start_date season2_end_date specific primary infants s2 2017_2018 specific
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season2_start_date season2_end_date specific primary infants s2 2017_2018 specific
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season2_start_date season2_end_date specific primary infants s2 2017_2018 specific
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season2_start_date season2_end_date specific primary infants s2 2017_2018 specific
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s2_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s2_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s2_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season2_start_date
+      season2_end_date specific primary infants s2 2017_2018 specific primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2017_2018_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s2_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season2_start_date season2_end_date specific primary infants s2 2017_2018
+      specific primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2017_2018_specific_primary.csv
+
+  generate_dataset_infants_s3_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2018_2019_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2018_2019.arrow
+      -- infants season3_start_date season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2018_2019_specific_primary.arrow
+
+  process_dataset_infants_s3_specific_primary:
+    run: r:latest analysis/data_processing.R infants season3_start_date season3_end_date
+      specific primary infants s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - generate_dataset_infants_s3_specific_primary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2018_2019_specific_primary.arrow
+
+  describe_dataset_infants_s3_specific_primary:
+    run: r:latest analysis/report.R infants season3_start_date season3_end_date specific
+      primary infants s3 2018_2019 specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_rsv_full_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_flu_full_s3_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season3_start_date season3_end_date specific primary infants s3 2018_2019 specific
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season3_start_date season3_end_date specific primary infants s3 2018_2019 specific
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season3_start_date season3_end_date specific primary infants s3 2018_2019 specific
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season3_start_date season3_end_date specific primary infants s3 2018_2019 specific
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s3_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s3_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s3_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season3_start_date
+      season3_end_date specific primary infants s3 2018_2019 specific primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2018_2019_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s3_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season3_start_date season3_end_date specific primary infants s3 2018_2019
+      specific primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2018_2019_specific_primary.csv
+
+  generate_dataset_infants_s4_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2019_2020_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2019_2020.arrow
+      -- infants season4_start_date season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2019_2020_specific_primary.arrow
+
+  process_dataset_infants_s4_specific_primary:
+    run: r:latest analysis/data_processing.R infants season4_start_date season4_end_date
+      specific primary infants s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - generate_dataset_infants_s4_specific_primary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2019_2020_specific_primary.arrow
+
+  describe_dataset_infants_s4_specific_primary:
+    run: r:latest analysis/report.R infants season4_start_date season4_end_date specific
+      primary infants s4 2019_2020 specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_rsv_full_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_flu_full_s4_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season4_start_date season4_end_date specific primary infants s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season4_start_date season4_end_date specific primary infants s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season4_start_date season4_end_date specific primary infants s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season4_start_date season4_end_date specific primary infants s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s4_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s4_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s4_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_covid_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_covid_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R infants
+      season4_start_date season4_end_date specific primary infants s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_covid_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_covid_full_s4_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R infants
+      season4_start_date season4_end_date specific primary infants s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infantsfurther__covid_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_ses_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R infants
+      season4_start_date season4_end_date specific primary infants s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      infants season4_start_date season4_end_date specific primary infants s4 2019_2020
+      specific primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ses_hh_comp_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R infants
+      season4_start_date season4_end_date specific primary infants s4 2019_2020 specific
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_infants_2019_2020_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_full_s4_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R infants season4_start_date
+      season4_end_date specific primary infants s4 2019_2020 specific primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_infants_2019_2020_specific_primary.csv
+
+  generate_dataset_infants_s5_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2020_2021_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2020_2021.arrow
+      -- infants season5_start_date season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2020_2021_specific_primary.arrow
+
+  process_dataset_infants_s5_specific_primary:
+    run: r:latest analysis/data_processing.R infants season5_start_date season5_end_date
+      specific primary infants s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - generate_dataset_infants_s5_specific_primary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2020_2021_specific_primary.arrow
+
+  describe_dataset_infants_s5_specific_primary:
+    run: r:latest analysis/report.R infants season5_start_date season5_end_date specific
+      primary infants s5 2020_2021 specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_rsv_full_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_flu_full_s5_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season5_start_date season5_end_date specific primary infants s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season5_start_date season5_end_date specific primary infants s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season5_start_date season5_end_date specific primary infants s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season5_start_date season5_end_date specific primary infants s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s5_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s5_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s5_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_covid_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_covid_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R infants
+      season5_start_date season5_end_date specific primary infants s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_covid_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_covid_full_s5_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R infants
+      season5_start_date season5_end_date specific primary infants s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infantsfurther__covid_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_ses_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R infants
+      season5_start_date season5_end_date specific primary infants s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      infants season5_start_date season5_end_date specific primary infants s5 2020_2021
+      specific primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ses_hh_comp_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R infants
+      season5_start_date season5_end_date specific primary infants s5 2020_2021 specific
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_infants_2020_2021_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_full_s5_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R infants season5_start_date
+      season5_end_date specific primary infants s5 2020_2021 specific primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_infants_2020_2021_specific_primary.csv
+
+  generate_dataset_infants_s6_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2021_2022_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2021_2022.arrow
+      -- infants season6_start_date season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2021_2022_specific_primary.arrow
+
+  process_dataset_infants_s6_specific_primary:
+    run: r:latest analysis/data_processing.R infants season6_start_date season6_end_date
+      specific primary infants s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - generate_dataset_infants_s6_specific_primary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2021_2022_specific_primary.arrow
+
+  describe_dataset_infants_s6_specific_primary:
+    run: r:latest analysis/report.R infants season6_start_date season6_end_date specific
+      primary infants s6 2021_2022 specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_rsv_full_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_flu_full_s6_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season6_start_date season6_end_date specific primary infants s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season6_start_date season6_end_date specific primary infants s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season6_start_date season6_end_date specific primary infants s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season6_start_date season6_end_date specific primary infants s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s6_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s6_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s6_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_covid_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_covid_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R infants
+      season6_start_date season6_end_date specific primary infants s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_covid_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_covid_full_s6_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R infants
+      season6_start_date season6_end_date specific primary infants s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infantsfurther__covid_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_ses_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R infants
+      season6_start_date season6_end_date specific primary infants s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      infants season6_start_date season6_end_date specific primary infants s6 2021_2022
+      specific primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ses_hh_comp_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R infants
+      season6_start_date season6_end_date specific primary infants s6 2021_2022 specific
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_infants_2021_2022_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_full_s6_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R infants season6_start_date
+      season6_end_date specific primary infants s6 2021_2022 specific primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_infants_2021_2022_specific_primary.csv
+
+  generate_dataset_infants_s7_specific_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2022_2023_specific_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2022_2023.arrow
+      -- infants season7_start_date season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2022_2023_specific_primary.arrow
+
+  process_dataset_infants_s7_specific_primary:
+    run: r:latest analysis/data_processing.R infants season7_start_date season7_end_date
+      specific primary infants s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - generate_dataset_infants_s7_specific_primary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2022_2023_specific_primary.arrow
+
+  describe_dataset_infants_s7_specific_primary:
+    run: r:latest analysis/report.R infants season7_start_date season7_end_date specific
+      primary infants s7 2022_2023 specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_rsv_full_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_flu_full_s7_specific_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season7_start_date season7_end_date specific primary infants s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season7_start_date season7_end_date specific primary infants s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season7_start_date season7_end_date specific primary infants s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season7_start_date season7_end_date specific primary infants s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s7_specific_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s7_specific_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s7_specific_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_covid_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_covid_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R infants
+      season7_start_date season7_end_date specific primary infants s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_covid_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_covid_full_s7_specific_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R infants
+      season7_start_date season7_end_date specific primary infants s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infantsfurther__covid_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_ses_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R infants
+      season7_start_date season7_end_date specific primary infants s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      infants season7_start_date season7_end_date specific primary infants s7 2022_2023
+      specific primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_ses_hh_comp_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R infants
+      season7_start_date season7_end_date specific primary infants s7 2022_2023 specific
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_infants_2022_2023_specific_primary.csv
+
+  analyse_dataset_infants_further_covid_full_s7_specific_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R infants season7_start_date
+      season7_end_date specific primary infants s7 2022_2023 specific primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_infants_2022_2023_specific_primary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## SENSITIVITY ANALYSES 
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Older Adults, Codelist Type: Sensitive, Investigation Type: Primary
+
+    
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_older_adults_s1_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2016_2017_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2016_2017.arrow
+      -- older_adults season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2016_2017_sensitive_primary.arrow
+
+  process_dataset_older_adults_s1_sensitive_primary:
+    run: r:latest analysis/data_processing.R older_adults season1_start_date season1_end_date
+      sensitive primary older_adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - generate_dataset_older_adults_s1_sensitive_primary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2016_2017_sensitive_primary.arrow
+
+  describe_dataset_older_adults_s1_sensitive_primary:
+    run: r:latest analysis/report.R older_adults season1_start_date season1_end_date
+      sensitive primary older_adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive primary older_adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season1_start_date
+      season1_end_date sensitive primary older_adults s1 2016_2017 sensitive primary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s1_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season1_start_date season1_end_date sensitive primary older_adults
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2016_2017_sensitive_primary.csv
+
+  generate_dataset_older_adults_s2_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2017_2018_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2017_2018.arrow
+      -- older_adults season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2017_2018_sensitive_primary.arrow
+
+  process_dataset_older_adults_s2_sensitive_primary:
+    run: r:latest analysis/data_processing.R older_adults season2_start_date season2_end_date
+      sensitive primary older_adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - generate_dataset_older_adults_s2_sensitive_primary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2017_2018_sensitive_primary.arrow
+
+  describe_dataset_older_adults_s2_sensitive_primary:
+    run: r:latest analysis/report.R older_adults season2_start_date season2_end_date
+      sensitive primary older_adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive primary older_adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season2_start_date
+      season2_end_date sensitive primary older_adults s2 2017_2018 sensitive primary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s2_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season2_start_date season2_end_date sensitive primary older_adults
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2017_2018_sensitive_primary.csv
+
+  generate_dataset_older_adults_s3_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2018_2019_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2018_2019.arrow
+      -- older_adults season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2018_2019_sensitive_primary.arrow
+
+  process_dataset_older_adults_s3_sensitive_primary:
+    run: r:latest analysis/data_processing.R older_adults season3_start_date season3_end_date
+      sensitive primary older_adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - generate_dataset_older_adults_s3_sensitive_primary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2018_2019_sensitive_primary.arrow
+
+  describe_dataset_older_adults_s3_sensitive_primary:
+    run: r:latest analysis/report.R older_adults season3_start_date season3_end_date
+      sensitive primary older_adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive primary older_adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season3_start_date
+      season3_end_date sensitive primary older_adults s3 2018_2019 sensitive primary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s3_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season3_start_date season3_end_date sensitive primary older_adults
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2018_2019_sensitive_primary.csv
+
+  generate_dataset_older_adults_s4_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2019_2020_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2019_2020.arrow
+      -- older_adults season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2019_2020_sensitive_primary.arrow
+
+  process_dataset_older_adults_s4_sensitive_primary:
+    run: r:latest analysis/data_processing.R older_adults season4_start_date season4_end_date
+      sensitive primary older_adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - generate_dataset_older_adults_s4_sensitive_primary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2019_2020_sensitive_primary.arrow
+
+  describe_dataset_older_adults_s4_sensitive_primary:
+    run: r:latest analysis/report.R older_adults season4_start_date season4_end_date
+      sensitive primary older_adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s4_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_full_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R older_adults season4_start_date
+      season4_end_date sensitive primary older_adults s4 2019_2020 sensitive primary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adultsfurther__covid_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive primary older_adults
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_full_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R older_adults
+      season4_start_date season4_end_date sensitive primary older_adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_older_adults_2019_2020_sensitive_primary.csv
+
+  generate_dataset_older_adults_s5_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2020_2021_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2020_2021.arrow
+      -- older_adults season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2020_2021_sensitive_primary.arrow
+
+  process_dataset_older_adults_s5_sensitive_primary:
+    run: r:latest analysis/data_processing.R older_adults season5_start_date season5_end_date
+      sensitive primary older_adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - generate_dataset_older_adults_s5_sensitive_primary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2020_2021_sensitive_primary.arrow
+
+  describe_dataset_older_adults_s5_sensitive_primary:
+    run: r:latest analysis/report.R older_adults season5_start_date season5_end_date
+      sensitive primary older_adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s5_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_full_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R older_adults season5_start_date
+      season5_end_date sensitive primary older_adults s5 2020_2021 sensitive primary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adultsfurther__covid_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive primary older_adults
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_full_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R older_adults
+      season5_start_date season5_end_date sensitive primary older_adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_older_adults_2020_2021_sensitive_primary.csv
+
+  generate_dataset_older_adults_s6_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2021_2022_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2021_2022.arrow
+      -- older_adults season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2021_2022_sensitive_primary.arrow
+
+  process_dataset_older_adults_s6_sensitive_primary:
+    run: r:latest analysis/data_processing.R older_adults season6_start_date season6_end_date
+      sensitive primary older_adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - generate_dataset_older_adults_s6_sensitive_primary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2021_2022_sensitive_primary.arrow
+
+  describe_dataset_older_adults_s6_sensitive_primary:
+    run: r:latest analysis/report.R older_adults season6_start_date season6_end_date
+      sensitive primary older_adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s6_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_full_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R older_adults season6_start_date
+      season6_end_date sensitive primary older_adults s6 2021_2022 sensitive primary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adultsfurther__covid_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive primary older_adults
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_full_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R older_adults
+      season6_start_date season6_end_date sensitive primary older_adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_older_adults_2021_2022_sensitive_primary.csv
+
+  generate_dataset_older_adults_s7_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2022_2023_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2022_2023.arrow
+      -- older_adults season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2022_2023_sensitive_primary.arrow
+
+  process_dataset_older_adults_s7_sensitive_primary:
+    run: r:latest analysis/data_processing.R older_adults season7_start_date season7_end_date
+      sensitive primary older_adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - generate_dataset_older_adults_s7_sensitive_primary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2022_2023_sensitive_primary.arrow
+
+  describe_dataset_older_adults_s7_sensitive_primary:
+    run: r:latest analysis/report.R older_adults season7_start_date season7_end_date
+      sensitive primary older_adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_rsv_full_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_flu_full_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s7_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_covid_full_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R older_adults season7_start_date
+      season7_end_date sensitive primary older_adults s7 2022_2023 sensitive primary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adultsfurther__covid_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive primary older_adults
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_older_adults_further_covid_full_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R older_adults
+      season7_start_date season7_end_date sensitive primary older_adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_older_adults_2022_2023_sensitive_primary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Adults, Codelist Type: Sensitive, Investigation Type: Primary 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_adults_s1_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2016_2017_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2016_2017.arrow
+      -- adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2016_2017_sensitive_primary.arrow
+
+  process_dataset_adults_s1_sensitive_primary:
+    run: r:latest analysis/data_processing.R adults season1_start_date season1_end_date
+      sensitive primary adults s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - generate_dataset_adults_s1_sensitive_primary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2016_2017_sensitive_primary.arrow
+
+  describe_dataset_adults_s1_sensitive_primary:
+    run: r:latest analysis/report.R adults season1_start_date season1_end_date sensitive
+      primary adults s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_full_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_full_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season1_start_date season1_end_date sensitive primary adults s1 2016_2017 sensitive
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season1_start_date season1_end_date sensitive primary adults s1 2016_2017 sensitive
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season1_start_date season1_end_date sensitive primary adults s1 2016_2017 sensitive
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season1_start_date season1_end_date sensitive primary adults s1 2016_2017 sensitive
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season1_start_date
+      season1_end_date sensitive primary adults s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s1_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season1_start_date season1_end_date sensitive primary adults s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2016_2017_sensitive_primary.csv
+
+  generate_dataset_adults_s2_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2017_2018_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2017_2018.arrow
+      -- adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2017_2018_sensitive_primary.arrow
+
+  process_dataset_adults_s2_sensitive_primary:
+    run: r:latest analysis/data_processing.R adults season2_start_date season2_end_date
+      sensitive primary adults s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - generate_dataset_adults_s2_sensitive_primary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2017_2018_sensitive_primary.arrow
+
+  describe_dataset_adults_s2_sensitive_primary:
+    run: r:latest analysis/report.R adults season2_start_date season2_end_date sensitive
+      primary adults s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_full_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_full_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season2_start_date season2_end_date sensitive primary adults s2 2017_2018 sensitive
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season2_start_date season2_end_date sensitive primary adults s2 2017_2018 sensitive
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season2_start_date season2_end_date sensitive primary adults s2 2017_2018 sensitive
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season2_start_date season2_end_date sensitive primary adults s2 2017_2018 sensitive
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season2_start_date
+      season2_end_date sensitive primary adults s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s2_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season2_start_date season2_end_date sensitive primary adults s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2017_2018_sensitive_primary.csv
+
+  generate_dataset_adults_s3_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2018_2019_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2018_2019.arrow
+      -- adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2018_2019_sensitive_primary.arrow
+
+  process_dataset_adults_s3_sensitive_primary:
+    run: r:latest analysis/data_processing.R adults season3_start_date season3_end_date
+      sensitive primary adults s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - generate_dataset_adults_s3_sensitive_primary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2018_2019_sensitive_primary.arrow
+
+  describe_dataset_adults_s3_sensitive_primary:
+    run: r:latest analysis/report.R adults season3_start_date season3_end_date sensitive
+      primary adults s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_full_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_full_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season3_start_date season3_end_date sensitive primary adults s3 2018_2019 sensitive
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season3_start_date season3_end_date sensitive primary adults s3 2018_2019 sensitive
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season3_start_date season3_end_date sensitive primary adults s3 2018_2019 sensitive
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season3_start_date season3_end_date sensitive primary adults s3 2018_2019 sensitive
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season3_start_date
+      season3_end_date sensitive primary adults s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s3_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season3_start_date season3_end_date sensitive primary adults s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2018_2019_sensitive_primary.csv
+
+  generate_dataset_adults_s4_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2019_2020_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2019_2020.arrow
+      -- adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2019_2020_sensitive_primary.arrow
+
+  process_dataset_adults_s4_sensitive_primary:
+    run: r:latest analysis/data_processing.R adults season4_start_date season4_end_date
+      sensitive primary adults s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - generate_dataset_adults_s4_sensitive_primary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2019_2020_sensitive_primary.arrow
+
+  describe_dataset_adults_s4_sensitive_primary:
+    run: r:latest analysis/report.R adults season4_start_date season4_end_date sensitive
+      primary adults s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_full_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_full_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season4_start_date season4_end_date sensitive primary adults s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season4_start_date season4_end_date sensitive primary adults s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season4_start_date season4_end_date sensitive primary adults s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season4_start_date season4_end_date sensitive primary adults s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s4_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R adults
+      season4_start_date season4_end_date sensitive primary adults s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_full_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R adults
+      season4_start_date season4_end_date sensitive primary adults s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adultsfurther__covid_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R adults
+      season4_start_date season4_end_date sensitive primary adults s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive primary adults s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R adults
+      season4_start_date season4_end_date sensitive primary adults s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_full_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R adults season4_start_date
+      season4_end_date sensitive primary adults s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_adults_2019_2020_sensitive_primary.csv
+
+  generate_dataset_adults_s5_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2020_2021_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2020_2021.arrow
+      -- adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2020_2021_sensitive_primary.arrow
+
+  process_dataset_adults_s5_sensitive_primary:
+    run: r:latest analysis/data_processing.R adults season5_start_date season5_end_date
+      sensitive primary adults s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - generate_dataset_adults_s5_sensitive_primary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2020_2021_sensitive_primary.arrow
+
+  describe_dataset_adults_s5_sensitive_primary:
+    run: r:latest analysis/report.R adults season5_start_date season5_end_date sensitive
+      primary adults s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_full_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_full_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season5_start_date season5_end_date sensitive primary adults s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season5_start_date season5_end_date sensitive primary adults s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season5_start_date season5_end_date sensitive primary adults s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season5_start_date season5_end_date sensitive primary adults s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s5_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R adults
+      season5_start_date season5_end_date sensitive primary adults s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_full_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R adults
+      season5_start_date season5_end_date sensitive primary adults s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adultsfurther__covid_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R adults
+      season5_start_date season5_end_date sensitive primary adults s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive primary adults s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R adults
+      season5_start_date season5_end_date sensitive primary adults s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_full_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R adults season5_start_date
+      season5_end_date sensitive primary adults s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_adults_2020_2021_sensitive_primary.csv
+
+  generate_dataset_adults_s6_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2021_2022_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2021_2022.arrow
+      -- adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2021_2022_sensitive_primary.arrow
+
+  process_dataset_adults_s6_sensitive_primary:
+    run: r:latest analysis/data_processing.R adults season6_start_date season6_end_date
+      sensitive primary adults s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - generate_dataset_adults_s6_sensitive_primary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2021_2022_sensitive_primary.arrow
+
+  describe_dataset_adults_s6_sensitive_primary:
+    run: r:latest analysis/report.R adults season6_start_date season6_end_date sensitive
+      primary adults s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_full_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_full_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season6_start_date season6_end_date sensitive primary adults s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season6_start_date season6_end_date sensitive primary adults s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season6_start_date season6_end_date sensitive primary adults s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season6_start_date season6_end_date sensitive primary adults s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s6_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R adults
+      season6_start_date season6_end_date sensitive primary adults s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_full_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R adults
+      season6_start_date season6_end_date sensitive primary adults s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adultsfurther__covid_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R adults
+      season6_start_date season6_end_date sensitive primary adults s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive primary adults s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R adults
+      season6_start_date season6_end_date sensitive primary adults s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_full_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R adults season6_start_date
+      season6_end_date sensitive primary adults s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_adults_2021_2022_sensitive_primary.csv
+
+  generate_dataset_adults_s7_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2022_2023_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2022_2023.arrow
+      -- adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2022_2023_sensitive_primary.arrow
+
+  process_dataset_adults_s7_sensitive_primary:
+    run: r:latest analysis/data_processing.R adults season7_start_date season7_end_date
+      sensitive primary adults s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - generate_dataset_adults_s7_sensitive_primary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2022_2023_sensitive_primary.arrow
+
+  describe_dataset_adults_s7_sensitive_primary:
+    run: r:latest analysis/report.R adults season7_start_date season7_end_date sensitive
+      primary adults s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_rsv_full_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_flu_full_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season7_start_date season7_end_date sensitive primary adults s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season7_start_date season7_end_date sensitive primary adults s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season7_start_date season7_end_date sensitive primary adults s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season7_start_date season7_end_date sensitive primary adults s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_rsv_full_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_flu_full_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s7_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R adults
+      season7_start_date season7_end_date sensitive primary adults s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_covid_full_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R adults
+      season7_start_date season7_end_date sensitive primary adults s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adultsfurther__covid_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R adults
+      season7_start_date season7_end_date sensitive primary adults s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive primary adults s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R adults
+      season7_start_date season7_end_date sensitive primary adults s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_adults_further_covid_full_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R adults season7_start_date
+      season7_end_date sensitive primary adults s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_adults_2022_2023_sensitive_primary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Children and Adolescents, Codelist Type: Sensitive, Investigation
+    Type: Primary 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_children_and_adolescents_s1_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2016_2017_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2016_2017.arrow
+      -- children_and_adolescents season1_start_date season1_end_date sensitive primary children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2016_2017_sensitive_primary.arrow
+
+  process_dataset_children_and_adolescents_s1_sensitive_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season1_start_date
+      season1_end_date sensitive primary children_and_adolescents s1 2016_2017 sensitive
+      primary season1_start_date season1_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s1_sensitive_primary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2016_2017_sensitive_primary.arrow
+
+  describe_dataset_children_and_adolescents_s1_sensitive_primary:
+    run: r:latest analysis/report.R children_and_adolescents season1_start_date season1_end_date
+      sensitive primary children_and_adolescents s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive primary children_and_adolescents
+      s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s1_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive primary
+      children_and_adolescents s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2016_2017_sensitive_primary.csv
+
+  generate_dataset_children_and_adolescents_s2_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2017_2018_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2017_2018.arrow
+      -- children_and_adolescents season2_start_date season2_end_date sensitive primary children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2017_2018_sensitive_primary.arrow
+
+  process_dataset_children_and_adolescents_s2_sensitive_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season2_start_date
+      season2_end_date sensitive primary children_and_adolescents s2 2017_2018 sensitive
+      primary season2_start_date season2_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s2_sensitive_primary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2017_2018_sensitive_primary.arrow
+
+  describe_dataset_children_and_adolescents_s2_sensitive_primary:
+    run: r:latest analysis/report.R children_and_adolescents season2_start_date season2_end_date
+      sensitive primary children_and_adolescents s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive primary children_and_adolescents
+      s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s2_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive primary
+      children_and_adolescents s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2017_2018_sensitive_primary.csv
+
+  generate_dataset_children_and_adolescents_s3_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2018_2019_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2018_2019.arrow
+      -- children_and_adolescents season3_start_date season3_end_date sensitive primary children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2018_2019_sensitive_primary.arrow
+
+  process_dataset_children_and_adolescents_s3_sensitive_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season3_start_date
+      season3_end_date sensitive primary children_and_adolescents s3 2018_2019 sensitive
+      primary season3_start_date season3_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s3_sensitive_primary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2018_2019_sensitive_primary.arrow
+
+  describe_dataset_children_and_adolescents_s3_sensitive_primary:
+    run: r:latest analysis/report.R children_and_adolescents season3_start_date season3_end_date
+      sensitive primary children_and_adolescents s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive primary children_and_adolescents
+      s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s3_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive primary
+      children_and_adolescents s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2018_2019_sensitive_primary.csv
+
+  generate_dataset_children_and_adolescents_s4_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2019_2020_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2019_2020.arrow
+      -- children_and_adolescents season4_start_date season4_end_date sensitive primary children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2019_2020_sensitive_primary.arrow
+
+  process_dataset_children_and_adolescents_s4_sensitive_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season4_start_date
+      season4_end_date sensitive primary children_and_adolescents s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s4_sensitive_primary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2019_2020_sensitive_primary.arrow
+
+  describe_dataset_children_and_adolescents_s4_sensitive_primary:
+    run: r:latest analysis/report.R children_and_adolescents season4_start_date season4_end_date
+      sensitive primary children_and_adolescents s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s4_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_full_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescentsfurther__covid_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive primary
+      children_and_adolescents s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_full_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive primary children_and_adolescents
+      s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_children_and_adolescents_2019_2020_sensitive_primary.csv
+
+  generate_dataset_children_and_adolescents_s5_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2020_2021_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2020_2021.arrow
+      -- children_and_adolescents season5_start_date season5_end_date sensitive primary children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2020_2021_sensitive_primary.arrow
+
+  process_dataset_children_and_adolescents_s5_sensitive_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season5_start_date
+      season5_end_date sensitive primary children_and_adolescents s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s5_sensitive_primary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2020_2021_sensitive_primary.arrow
+
+  describe_dataset_children_and_adolescents_s5_sensitive_primary:
+    run: r:latest analysis/report.R children_and_adolescents season5_start_date season5_end_date
+      sensitive primary children_and_adolescents s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s5_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_full_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescentsfurther__covid_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive primary
+      children_and_adolescents s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_full_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive primary children_and_adolescents
+      s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_children_and_adolescents_2020_2021_sensitive_primary.csv
+
+  generate_dataset_children_and_adolescents_s6_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2021_2022_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2021_2022.arrow
+      -- children_and_adolescents season6_start_date season6_end_date sensitive primary children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2021_2022_sensitive_primary.arrow
+
+  process_dataset_children_and_adolescents_s6_sensitive_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season6_start_date
+      season6_end_date sensitive primary children_and_adolescents s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s6_sensitive_primary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2021_2022_sensitive_primary.arrow
+
+  describe_dataset_children_and_adolescents_s6_sensitive_primary:
+    run: r:latest analysis/report.R children_and_adolescents season6_start_date season6_end_date
+      sensitive primary children_and_adolescents s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s6_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_full_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescentsfurther__covid_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive primary
+      children_and_adolescents s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_full_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive primary children_and_adolescents
+      s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_children_and_adolescents_2021_2022_sensitive_primary.csv
+
+  generate_dataset_children_and_adolescents_s7_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2022_2023_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2022_2023.arrow
+      -- children_and_adolescents season7_start_date season7_end_date sensitive primary children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2022_2023_sensitive_primary.arrow
+
+  process_dataset_children_and_adolescents_s7_sensitive_primary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season7_start_date
+      season7_end_date sensitive primary children_and_adolescents s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s7_sensitive_primary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2022_2023_sensitive_primary.arrow
+
+  describe_dataset_children_and_adolescents_s7_sensitive_primary:
+    run: r:latest analysis/report.R children_and_adolescents season7_start_date season7_end_date
+      sensitive primary children_and_adolescents s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s7_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_covid_full_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescentsfurther__covid_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive primary
+      children_and_adolescents s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_children_and_adolescents_further_covid_full_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive primary children_and_adolescents
+      s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_children_and_adolescents_2022_2023_sensitive_primary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Infants, Codelist Type: Sensitive, Investigation Type: Primary 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_infants_s1_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2016_2017_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2016_2017.arrow
+      -- infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2016_2017_sensitive_primary.arrow
+
+  process_dataset_infants_s1_sensitive_primary:
+    run: r:latest analysis/data_processing.R infants season1_start_date season1_end_date
+      sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - generate_dataset_infants_s1_sensitive_primary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2016_2017_sensitive_primary.arrow
+
+  describe_dataset_infants_s1_sensitive_primary:
+    run: r:latest analysis/report.R infants season1_start_date season1_end_date sensitive
+      primary infants s1 2016_2017 sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_full_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_full_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season1_start_date season1_end_date sensitive primary infants s1 2016_2017 sensitive
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season1_start_date season1_end_date sensitive primary infants s1 2016_2017 sensitive
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season1_start_date season1_end_date sensitive primary infants s1 2016_2017 sensitive
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season1_start_date season1_end_date sensitive primary infants s1 2016_2017 sensitive
+      primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s1_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s1_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season1_start_date
+      season1_end_date sensitive primary infants s1 2016_2017 sensitive primary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s1_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season1_start_date season1_end_date sensitive primary infants s1 2016_2017
+      sensitive primary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2016_2017_sensitive_primary.csv
+
+  generate_dataset_infants_s2_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2017_2018_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2017_2018.arrow
+      -- infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2017_2018_sensitive_primary.arrow
+
+  process_dataset_infants_s2_sensitive_primary:
+    run: r:latest analysis/data_processing.R infants season2_start_date season2_end_date
+      sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - generate_dataset_infants_s2_sensitive_primary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2017_2018_sensitive_primary.arrow
+
+  describe_dataset_infants_s2_sensitive_primary:
+    run: r:latest analysis/report.R infants season2_start_date season2_end_date sensitive
+      primary infants s2 2017_2018 sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_full_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_full_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season2_start_date season2_end_date sensitive primary infants s2 2017_2018 sensitive
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season2_start_date season2_end_date sensitive primary infants s2 2017_2018 sensitive
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season2_start_date season2_end_date sensitive primary infants s2 2017_2018 sensitive
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season2_start_date season2_end_date sensitive primary infants s2 2017_2018 sensitive
+      primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s2_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s2_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season2_start_date
+      season2_end_date sensitive primary infants s2 2017_2018 sensitive primary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s2_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season2_start_date season2_end_date sensitive primary infants s2 2017_2018
+      sensitive primary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2017_2018_sensitive_primary.csv
+
+  generate_dataset_infants_s3_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2018_2019_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2018_2019.arrow
+      -- infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2018_2019_sensitive_primary.arrow
+
+  process_dataset_infants_s3_sensitive_primary:
+    run: r:latest analysis/data_processing.R infants season3_start_date season3_end_date
+      sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - generate_dataset_infants_s3_sensitive_primary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2018_2019_sensitive_primary.arrow
+
+  describe_dataset_infants_s3_sensitive_primary:
+    run: r:latest analysis/report.R infants season3_start_date season3_end_date sensitive
+      primary infants s3 2018_2019 sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_full_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_full_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season3_start_date season3_end_date sensitive primary infants s3 2018_2019 sensitive
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season3_start_date season3_end_date sensitive primary infants s3 2018_2019 sensitive
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season3_start_date season3_end_date sensitive primary infants s3 2018_2019 sensitive
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season3_start_date season3_end_date sensitive primary infants s3 2018_2019 sensitive
+      primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s3_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s3_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season3_start_date
+      season3_end_date sensitive primary infants s3 2018_2019 sensitive primary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s3_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season3_start_date season3_end_date sensitive primary infants s3 2018_2019
+      sensitive primary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2018_2019_sensitive_primary.csv
+
+  generate_dataset_infants_s4_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2019_2020_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2019_2020.arrow
+      -- infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2019_2020_sensitive_primary.arrow
+
+  process_dataset_infants_s4_sensitive_primary:
+    run: r:latest analysis/data_processing.R infants season4_start_date season4_end_date
+      sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - generate_dataset_infants_s4_sensitive_primary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2019_2020_sensitive_primary.arrow
+
+  describe_dataset_infants_s4_sensitive_primary:
+    run: r:latest analysis/report.R infants season4_start_date season4_end_date sensitive
+      primary infants s4 2019_2020 sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_full_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_full_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season4_start_date season4_end_date sensitive primary infants s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season4_start_date season4_end_date sensitive primary infants s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season4_start_date season4_end_date sensitive primary infants s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season4_start_date season4_end_date sensitive primary infants s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s4_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s4_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s4_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R infants
+      season4_start_date season4_end_date sensitive primary infants s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_full_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R infants
+      season4_start_date season4_end_date sensitive primary infants s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infantsfurther__covid_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_ses_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R infants
+      season4_start_date season4_end_date sensitive primary infants s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive primary infants s4 2019_2020
+      sensitive primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ses_hh_comp_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R infants
+      season4_start_date season4_end_date sensitive primary infants s4 2019_2020 sensitive
+      primary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_full_s4_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R infants season4_start_date
+      season4_end_date sensitive primary infants s4 2019_2020 sensitive primary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_infants_2019_2020_sensitive_primary.csv
+
+  generate_dataset_infants_s5_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2020_2021_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2020_2021.arrow
+      -- infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2020_2021_sensitive_primary.arrow
+
+  process_dataset_infants_s5_sensitive_primary:
+    run: r:latest analysis/data_processing.R infants season5_start_date season5_end_date
+      sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - generate_dataset_infants_s5_sensitive_primary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2020_2021_sensitive_primary.arrow
+
+  describe_dataset_infants_s5_sensitive_primary:
+    run: r:latest analysis/report.R infants season5_start_date season5_end_date sensitive
+      primary infants s5 2020_2021 sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_full_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_full_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season5_start_date season5_end_date sensitive primary infants s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season5_start_date season5_end_date sensitive primary infants s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season5_start_date season5_end_date sensitive primary infants s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season5_start_date season5_end_date sensitive primary infants s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s5_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s5_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s5_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R infants
+      season5_start_date season5_end_date sensitive primary infants s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_full_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R infants
+      season5_start_date season5_end_date sensitive primary infants s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infantsfurther__covid_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_ses_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R infants
+      season5_start_date season5_end_date sensitive primary infants s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive primary infants s5 2020_2021
+      sensitive primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ses_hh_comp_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R infants
+      season5_start_date season5_end_date sensitive primary infants s5 2020_2021 sensitive
+      primary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_full_s5_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R infants season5_start_date
+      season5_end_date sensitive primary infants s5 2020_2021 sensitive primary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_infants_2020_2021_sensitive_primary.csv
+
+  generate_dataset_infants_s6_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2021_2022_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2021_2022.arrow
+      -- infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2021_2022_sensitive_primary.arrow
+
+  process_dataset_infants_s6_sensitive_primary:
+    run: r:latest analysis/data_processing.R infants season6_start_date season6_end_date
+      sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - generate_dataset_infants_s6_sensitive_primary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2021_2022_sensitive_primary.arrow
+
+  describe_dataset_infants_s6_sensitive_primary:
+    run: r:latest analysis/report.R infants season6_start_date season6_end_date sensitive
+      primary infants s6 2021_2022 sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_full_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_full_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season6_start_date season6_end_date sensitive primary infants s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season6_start_date season6_end_date sensitive primary infants s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season6_start_date season6_end_date sensitive primary infants s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season6_start_date season6_end_date sensitive primary infants s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s6_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s6_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s6_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R infants
+      season6_start_date season6_end_date sensitive primary infants s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_full_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R infants
+      season6_start_date season6_end_date sensitive primary infants s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infantsfurther__covid_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_ses_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R infants
+      season6_start_date season6_end_date sensitive primary infants s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive primary infants s6 2021_2022
+      sensitive primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ses_hh_comp_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R infants
+      season6_start_date season6_end_date sensitive primary infants s6 2021_2022 sensitive
+      primary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_full_s6_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R infants season6_start_date
+      season6_end_date sensitive primary infants s6 2021_2022 sensitive primary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_infants_2021_2022_sensitive_primary.csv
+
+  generate_dataset_infants_s7_sensitive_primary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2022_2023_sensitive_primary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2022_2023.arrow
+      -- infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2022_2023_sensitive_primary.arrow
+
+  process_dataset_infants_s7_sensitive_primary:
+    run: r:latest analysis/data_processing.R infants season7_start_date season7_end_date
+      sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - generate_dataset_infants_s7_sensitive_primary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2022_2023_sensitive_primary.arrow
+
+  describe_dataset_infants_s7_sensitive_primary:
+    run: r:latest analysis/report.R infants season7_start_date season7_end_date sensitive
+      primary infants s7 2022_2023 sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_rsv_full_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_flu_full_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season7_start_date season7_end_date sensitive primary infants s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season7_start_date season7_end_date sensitive primary infants s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season7_start_date season7_end_date sensitive primary infants s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season7_start_date season7_end_date sensitive primary infants s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_rsv_full_s7_sensitive_primary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_flu_full_s7_sensitive_primary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s7_sensitive_primary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_ses_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ethnicity_hh_comp_models.R infants
+      season7_start_date season7_end_date sensitive primary infants s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_covid_full_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/covid_full_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/covid_full_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_models.R infants
+      season7_start_date season7_end_date sensitive primary infants s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infantsfurther__covid_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_ses_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_ses_models.R infants
+      season7_start_date season7_end_date sensitive primary infants s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ethnicity_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ethnicity_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive primary infants s7 2022_2023
+      sensitive primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_ses_hh_comp_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_ses_hh_comp_models.R infants
+      season7_start_date season7_end_date sensitive primary infants s7 2022_2023 sensitive
+      primary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  analyse_dataset_infants_further_covid_full_s7_sensitive_primary:
+    run: r:latest analysis/covid_specific/further_covid_full_models.R infants season7_start_date
+      season7_end_date sensitive primary infants s7 2022_2023 sensitive primary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_covid_full_model_outputs_infants_2022_2023_sensitive_primary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## SECONDARY ANALYSES 
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Older Adults, Codelist Type: Sensitive, Investigation Type: Secondary
+
+    
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_older_adults_s1_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2016_2017_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2016_2017.arrow
+      -- older_adults season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2016_2017_sensitive_secondary.arrow
+
+  process_dataset_older_adults_s1_sensitive_secondary:
+    run: r:latest analysis/data_processing.R older_adults season1_start_date season1_end_date
+      sensitive secondary older_adults s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - generate_dataset_older_adults_s1_sensitive_secondary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2016_2017_sensitive_secondary.arrow
+
+  describe_dataset_older_adults_s1_sensitive_secondary:
+    run: r:latest analysis/report.R older_adults season1_start_date season1_end_date
+      sensitive secondary older_adults s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_full_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_full_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season1_start_date season1_end_date sensitive secondary older_adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season1_start_date
+      season1_end_date sensitive secondary older_adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s1_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season1_start_date season1_end_date sensitive secondary older_adults
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2016_2017_sensitive_secondary.csv
+
+  generate_dataset_older_adults_s2_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2017_2018_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2017_2018.arrow
+      -- older_adults season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2017_2018_sensitive_secondary.arrow
+
+  process_dataset_older_adults_s2_sensitive_secondary:
+    run: r:latest analysis/data_processing.R older_adults season2_start_date season2_end_date
+      sensitive secondary older_adults s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - generate_dataset_older_adults_s2_sensitive_secondary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2017_2018_sensitive_secondary.arrow
+
+  describe_dataset_older_adults_s2_sensitive_secondary:
+    run: r:latest analysis/report.R older_adults season2_start_date season2_end_date
+      sensitive secondary older_adults s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_full_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_full_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season2_start_date season2_end_date sensitive secondary older_adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season2_start_date
+      season2_end_date sensitive secondary older_adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s2_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season2_start_date season2_end_date sensitive secondary older_adults
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2017_2018_sensitive_secondary.csv
+
+  generate_dataset_older_adults_s3_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2018_2019_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2018_2019.arrow
+      -- older_adults season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2018_2019_sensitive_secondary.arrow
+
+  process_dataset_older_adults_s3_sensitive_secondary:
+    run: r:latest analysis/data_processing.R older_adults season3_start_date season3_end_date
+      sensitive secondary older_adults s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - generate_dataset_older_adults_s3_sensitive_secondary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2018_2019_sensitive_secondary.arrow
+
+  describe_dataset_older_adults_s3_sensitive_secondary:
+    run: r:latest analysis/report.R older_adults season3_start_date season3_end_date
+      sensitive secondary older_adults s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_full_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_full_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season3_start_date season3_end_date sensitive secondary older_adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season3_start_date
+      season3_end_date sensitive secondary older_adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s3_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season3_start_date season3_end_date sensitive secondary older_adults
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2018_2019_sensitive_secondary.csv
+
+  generate_dataset_older_adults_s4_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2019_2020_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2019_2020.arrow
+      -- older_adults season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2019_2020_sensitive_secondary.arrow
+
+  process_dataset_older_adults_s4_sensitive_secondary:
+    run: r:latest analysis/data_processing.R older_adults season4_start_date season4_end_date
+      sensitive secondary older_adults s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - generate_dataset_older_adults_s4_sensitive_secondary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2019_2020_sensitive_secondary.arrow
+
+  describe_dataset_older_adults_s4_sensitive_secondary:
+    run: r:latest analysis/report.R older_adults season4_start_date season4_end_date
+      sensitive secondary older_adults s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_full_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_full_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season4_start_date season4_end_date sensitive secondary older_adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season4_start_date
+      season4_end_date sensitive secondary older_adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s4_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season4_start_date season4_end_date sensitive secondary older_adults
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2019_2020_sensitive_secondary.csv
+
+  generate_dataset_older_adults_s5_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2020_2021_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2020_2021.arrow
+      -- older_adults season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2020_2021_sensitive_secondary.arrow
+
+  process_dataset_older_adults_s5_sensitive_secondary:
+    run: r:latest analysis/data_processing.R older_adults season5_start_date season5_end_date
+      sensitive secondary older_adults s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - generate_dataset_older_adults_s5_sensitive_secondary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2020_2021_sensitive_secondary.arrow
+
+  describe_dataset_older_adults_s5_sensitive_secondary:
+    run: r:latest analysis/report.R older_adults season5_start_date season5_end_date
+      sensitive secondary older_adults s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_full_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_full_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season5_start_date season5_end_date sensitive secondary older_adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season5_start_date
+      season5_end_date sensitive secondary older_adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s5_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season5_start_date season5_end_date sensitive secondary older_adults
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2020_2021_sensitive_secondary.csv
+
+  generate_dataset_older_adults_s6_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2021_2022_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2021_2022.arrow
+      -- older_adults season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2021_2022_sensitive_secondary.arrow
+
+  process_dataset_older_adults_s6_sensitive_secondary:
+    run: r:latest analysis/data_processing.R older_adults season6_start_date season6_end_date
+      sensitive secondary older_adults s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - generate_dataset_older_adults_s6_sensitive_secondary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2021_2022_sensitive_secondary.arrow
+
+  describe_dataset_older_adults_s6_sensitive_secondary:
+    run: r:latest analysis/report.R older_adults season6_start_date season6_end_date
+      sensitive secondary older_adults s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_full_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_full_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season6_start_date season6_end_date sensitive secondary older_adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season6_start_date
+      season6_end_date sensitive secondary older_adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s6_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season6_start_date season6_end_date sensitive secondary older_adults
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2021_2022_sensitive_secondary.csv
+
+  generate_dataset_older_adults_s7_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_older_adults_2022_2023_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2022_2023.arrow
+      -- older_adults season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_older_adults_2022_2023_sensitive_secondary.arrow
+
+  process_dataset_older_adults_s7_sensitive_secondary:
+    run: r:latest analysis/data_processing.R older_adults season7_start_date season7_end_date
+      sensitive secondary older_adults s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - generate_dataset_older_adults_s7_sensitive_secondary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_older_adults_2022_2023_sensitive_secondary.arrow
+
+  describe_dataset_older_adults_s7_sensitive_secondary:
+    run: r:latest analysis/report.R older_adults season7_start_date season7_end_date
+      sensitive secondary older_adults s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_rsv_full_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_flu_full_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_overall_and_all_cause_full_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R older_adults
+      season7_start_date season7_end_date sensitive secondary older_adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_rsv_full_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_flu_full_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R older_adults season7_start_date
+      season7_end_date sensitive secondary older_adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_older_adults_further_overall_and_all_cause_full_s7_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      older_adults season7_start_date season7_end_date sensitive secondary older_adults
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_older_adults_2022_2023_sensitive_secondary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Adults, Codelist Type: Sensitive, Investigation Type: Secondary
+
+    
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_adults_s1_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2016_2017_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2016_2017.arrow
+      -- adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2016_2017_sensitive_secondary.arrow
+
+  process_dataset_adults_s1_sensitive_secondary:
+    run: r:latest analysis/data_processing.R adults season1_start_date season1_end_date
+      sensitive secondary adults s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - generate_dataset_adults_s1_sensitive_secondary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2016_2017_sensitive_secondary.arrow
+
+  describe_dataset_adults_s1_sensitive_secondary:
+    run: r:latest analysis/report.R adults season1_start_date season1_end_date sensitive
+      secondary adults s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_full_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_full_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_full_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_full_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season1_start_date
+      season1_end_date sensitive secondary adults s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s1_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season1_start_date season1_end_date sensitive secondary adults s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2016_2017_sensitive_secondary.csv
+
+  generate_dataset_adults_s2_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2017_2018_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2017_2018.arrow
+      -- adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2017_2018_sensitive_secondary.arrow
+
+  process_dataset_adults_s2_sensitive_secondary:
+    run: r:latest analysis/data_processing.R adults season2_start_date season2_end_date
+      sensitive secondary adults s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - generate_dataset_adults_s2_sensitive_secondary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2017_2018_sensitive_secondary.arrow
+
+  describe_dataset_adults_s2_sensitive_secondary:
+    run: r:latest analysis/report.R adults season2_start_date season2_end_date sensitive
+      secondary adults s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_full_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_full_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_full_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_full_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season2_start_date
+      season2_end_date sensitive secondary adults s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s2_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season2_start_date season2_end_date sensitive secondary adults s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2017_2018_sensitive_secondary.csv
+
+  generate_dataset_adults_s3_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2018_2019_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2018_2019.arrow
+      -- adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2018_2019_sensitive_secondary.arrow
+
+  process_dataset_adults_s3_sensitive_secondary:
+    run: r:latest analysis/data_processing.R adults season3_start_date season3_end_date
+      sensitive secondary adults s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - generate_dataset_adults_s3_sensitive_secondary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2018_2019_sensitive_secondary.arrow
+
+  describe_dataset_adults_s3_sensitive_secondary:
+    run: r:latest analysis/report.R adults season3_start_date season3_end_date sensitive
+      secondary adults s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_full_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_full_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_full_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_full_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season3_start_date
+      season3_end_date sensitive secondary adults s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s3_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season3_start_date season3_end_date sensitive secondary adults s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2018_2019_sensitive_secondary.csv
+
+  generate_dataset_adults_s4_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2019_2020_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2019_2020.arrow
+      -- adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2019_2020_sensitive_secondary.arrow
+
+  process_dataset_adults_s4_sensitive_secondary:
+    run: r:latest analysis/data_processing.R adults season4_start_date season4_end_date
+      sensitive secondary adults s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - generate_dataset_adults_s4_sensitive_secondary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2019_2020_sensitive_secondary.arrow
+
+  describe_dataset_adults_s4_sensitive_secondary:
+    run: r:latest analysis/report.R adults season4_start_date season4_end_date sensitive
+      secondary adults s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_full_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_full_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_full_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_full_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season4_start_date
+      season4_end_date sensitive secondary adults s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s4_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season4_start_date season4_end_date sensitive secondary adults s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2019_2020_sensitive_secondary.csv
+
+  generate_dataset_adults_s5_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2020_2021_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2020_2021.arrow
+      -- adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2020_2021_sensitive_secondary.arrow
+
+  process_dataset_adults_s5_sensitive_secondary:
+    run: r:latest analysis/data_processing.R adults season5_start_date season5_end_date
+      sensitive secondary adults s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - generate_dataset_adults_s5_sensitive_secondary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2020_2021_sensitive_secondary.arrow
+
+  describe_dataset_adults_s5_sensitive_secondary:
+    run: r:latest analysis/report.R adults season5_start_date season5_end_date sensitive
+      secondary adults s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_full_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_full_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_full_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_full_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season5_start_date
+      season5_end_date sensitive secondary adults s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s5_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season5_start_date season5_end_date sensitive secondary adults s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2020_2021_sensitive_secondary.csv
+
+  generate_dataset_adults_s6_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2021_2022_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2021_2022.arrow
+      -- adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2021_2022_sensitive_secondary.arrow
+
+  process_dataset_adults_s6_sensitive_secondary:
+    run: r:latest analysis/data_processing.R adults season6_start_date season6_end_date
+      sensitive secondary adults s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - generate_dataset_adults_s6_sensitive_secondary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2021_2022_sensitive_secondary.arrow
+
+  describe_dataset_adults_s6_sensitive_secondary:
+    run: r:latest analysis/report.R adults season6_start_date season6_end_date sensitive
+      secondary adults s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_full_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_full_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_full_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_full_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season6_start_date
+      season6_end_date sensitive secondary adults s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s6_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season6_start_date season6_end_date sensitive secondary adults s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2021_2022_sensitive_secondary.csv
+
+  generate_dataset_adults_s7_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_adults_2022_2023_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_adults_2022_2023.arrow
+      -- adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_adults_2022_2023_sensitive_secondary.arrow
+
+  process_dataset_adults_s7_sensitive_secondary:
+    run: r:latest analysis/data_processing.R adults season7_start_date season7_end_date
+      sensitive secondary adults s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - generate_dataset_adults_s7_sensitive_secondary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_adults_2022_2023_sensitive_secondary.arrow
+
+  describe_dataset_adults_s7_sensitive_secondary:
+    run: r:latest analysis/report.R adults season7_start_date season7_end_date sensitive
+      secondary adults s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_rsv_full_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_flu_full_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_overall_and_all_cause_full_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R adults
+      season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R adults
+      season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R adults
+      season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R adults
+      season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_rsv_full_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_flu_full_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R adults season7_start_date
+      season7_end_date sensitive secondary adults s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_adults_further_overall_and_all_cause_full_s7_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      adults season7_start_date season7_end_date sensitive secondary adults s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_adults_2022_2023_sensitive_secondary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Children and Adolescents, Codelist Type: Sensitive, Investigation
+    Type: Secondary 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_children_and_adolescents_s1_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2016_2017_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2016_2017.arrow
+      -- children_and_adolescents season1_start_date season1_end_date sensitive secondary children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2016_2017_sensitive_secondary.arrow
+
+  process_dataset_children_and_adolescents_s1_sensitive_secondary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season1_start_date
+      season1_end_date sensitive secondary children_and_adolescents s1 2016_2017 sensitive
+      secondary season1_start_date season1_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s1_sensitive_secondary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2016_2017_sensitive_secondary.arrow
+
+  describe_dataset_children_and_adolescents_s1_sensitive_secondary:
+    run: r:latest analysis/report.R children_and_adolescents season1_start_date season1_end_date
+      sensitive secondary children_and_adolescents s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season1_start_date season1_end_date sensitive secondary children_and_adolescents
+      s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s1_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      children_and_adolescents s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2016_2017_sensitive_secondary.csv
+
+  generate_dataset_children_and_adolescents_s2_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2017_2018_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2017_2018.arrow
+      -- children_and_adolescents season2_start_date season2_end_date sensitive secondary children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2017_2018_sensitive_secondary.arrow
+
+  process_dataset_children_and_adolescents_s2_sensitive_secondary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season2_start_date
+      season2_end_date sensitive secondary children_and_adolescents s2 2017_2018 sensitive
+      secondary season2_start_date season2_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s2_sensitive_secondary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2017_2018_sensitive_secondary.arrow
+
+  describe_dataset_children_and_adolescents_s2_sensitive_secondary:
+    run: r:latest analysis/report.R children_and_adolescents season2_start_date season2_end_date
+      sensitive secondary children_and_adolescents s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season2_start_date season2_end_date sensitive secondary children_and_adolescents
+      s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s2_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season2_start_date season2_end_date sensitive secondary
+      children_and_adolescents s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2017_2018_sensitive_secondary.csv
+
+  generate_dataset_children_and_adolescents_s3_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2018_2019_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2018_2019.arrow
+      -- children_and_adolescents season3_start_date season3_end_date sensitive secondary children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2018_2019_sensitive_secondary.arrow
+
+  process_dataset_children_and_adolescents_s3_sensitive_secondary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season3_start_date
+      season3_end_date sensitive secondary children_and_adolescents s3 2018_2019 sensitive
+      secondary season3_start_date season3_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s3_sensitive_secondary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2018_2019_sensitive_secondary.arrow
+
+  describe_dataset_children_and_adolescents_s3_sensitive_secondary:
+    run: r:latest analysis/report.R children_and_adolescents season3_start_date season3_end_date
+      sensitive secondary children_and_adolescents s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season3_start_date season3_end_date sensitive secondary children_and_adolescents
+      s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s3_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season3_start_date season3_end_date sensitive secondary
+      children_and_adolescents s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2018_2019_sensitive_secondary.csv
+
+  generate_dataset_children_and_adolescents_s4_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2019_2020_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2019_2020.arrow
+      -- children_and_adolescents season4_start_date season4_end_date sensitive secondary children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2019_2020_sensitive_secondary.arrow
+
+  process_dataset_children_and_adolescents_s4_sensitive_secondary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season4_start_date
+      season4_end_date sensitive secondary children_and_adolescents s4 2019_2020 sensitive
+      secondary season4_start_date season4_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s4_sensitive_secondary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2019_2020_sensitive_secondary.arrow
+
+  describe_dataset_children_and_adolescents_s4_sensitive_secondary:
+    run: r:latest analysis/report.R children_and_adolescents season4_start_date season4_end_date
+      sensitive secondary children_and_adolescents s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season4_start_date season4_end_date sensitive secondary children_and_adolescents
+      s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s4_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season4_start_date season4_end_date sensitive secondary
+      children_and_adolescents s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2019_2020_sensitive_secondary.csv
+
+  generate_dataset_children_and_adolescents_s5_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2020_2021_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2020_2021.arrow
+      -- children_and_adolescents season5_start_date season5_end_date sensitive secondary children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2020_2021_sensitive_secondary.arrow
+
+  process_dataset_children_and_adolescents_s5_sensitive_secondary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season5_start_date
+      season5_end_date sensitive secondary children_and_adolescents s5 2020_2021 sensitive
+      secondary season5_start_date season5_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s5_sensitive_secondary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2020_2021_sensitive_secondary.arrow
+
+  describe_dataset_children_and_adolescents_s5_sensitive_secondary:
+    run: r:latest analysis/report.R children_and_adolescents season5_start_date season5_end_date
+      sensitive secondary children_and_adolescents s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season5_start_date season5_end_date sensitive secondary children_and_adolescents
+      s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s5_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season5_start_date season5_end_date sensitive secondary
+      children_and_adolescents s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2020_2021_sensitive_secondary.csv
+
+  generate_dataset_children_and_adolescents_s6_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2021_2022_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2021_2022.arrow
+      -- children_and_adolescents season6_start_date season6_end_date sensitive secondary children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2021_2022_sensitive_secondary.arrow
+
+  process_dataset_children_and_adolescents_s6_sensitive_secondary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season6_start_date
+      season6_end_date sensitive secondary children_and_adolescents s6 2021_2022 sensitive
+      secondary season6_start_date season6_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s6_sensitive_secondary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2021_2022_sensitive_secondary.arrow
+
+  describe_dataset_children_and_adolescents_s6_sensitive_secondary:
+    run: r:latest analysis/report.R children_and_adolescents season6_start_date season6_end_date
+      sensitive secondary children_and_adolescents s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season6_start_date season6_end_date sensitive secondary children_and_adolescents
+      s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s6_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season6_start_date season6_end_date sensitive secondary
+      children_and_adolescents s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2021_2022_sensitive_secondary.csv
+
+  generate_dataset_children_and_adolescents_s7_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_children_and_adolescents_2022_2023_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2022_2023.arrow
+      -- children_and_adolescents season7_start_date season7_end_date sensitive secondary children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_children_and_adolescents_2022_2023_sensitive_secondary.arrow
+
+  process_dataset_children_and_adolescents_s7_sensitive_secondary:
+    run: r:latest analysis/data_processing.R children_and_adolescents season7_start_date
+      season7_end_date sensitive secondary children_and_adolescents s7 2022_2023 sensitive
+      secondary season7_start_date season7_end_date
+    needs:
+    - generate_dataset_children_and_adolescents_s7_sensitive_secondary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_children_and_adolescents_2022_2023_sensitive_secondary.arrow
+
+  describe_dataset_children_and_adolescents_s7_sensitive_secondary:
+    run: r:latest analysis/report.R children_and_adolescents season7_start_date season7_end_date
+      sensitive secondary children_and_adolescents s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_rsv_full_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_flu_full_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_rsv_full_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_flu_full_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R children_and_adolescents
+      season7_start_date season7_end_date sensitive secondary children_and_adolescents
+      s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_children_and_adolescents_further_overall_and_all_cause_full_s7_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      children_and_adolescents season7_start_date season7_end_date sensitive secondary
+      children_and_adolescents s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_children_and_adolescents_2022_2023_sensitive_secondary.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Infants, Codelist Type: Sensitive, Investigation Type: Secondary
+
+    
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  generate_dataset_infants_s1_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2016_2017_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2016_2017.arrow
+      -- infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2016_2017_sensitive_secondary.arrow
+
+  process_dataset_infants_s1_sensitive_secondary:
+    run: r:latest analysis/data_processing.R infants season1_start_date season1_end_date
+      sensitive secondary infants s1 2016_2017 sensitive secondary season1_start_date
+      season1_end_date
+    needs:
+    - generate_dataset_infants_s1_sensitive_secondary
+    - process_household_information_s1
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2016_2017_sensitive_secondary.arrow
+
+  describe_dataset_infants_s1_sensitive_secondary:
+    run: r:latest analysis/report.R infants season1_start_date season1_end_date sensitive
+      secondary infants s1 2016_2017 sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_full_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_full_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s1_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_full_s1_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_full_s1_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season1_start_date
+      season1_end_date sensitive secondary infants s1 2016_2017 sensitive secondary
+      season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s1_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season1_start_date season1_end_date sensitive secondary infants s1 2016_2017
+      sensitive secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2016_2017_sensitive_secondary.csv
+
+  generate_dataset_infants_s2_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2017_2018_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2017_2018.arrow
+      -- infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2017_2018_sensitive_secondary.arrow
+
+  process_dataset_infants_s2_sensitive_secondary:
+    run: r:latest analysis/data_processing.R infants season2_start_date season2_end_date
+      sensitive secondary infants s2 2017_2018 sensitive secondary season2_start_date
+      season2_end_date
+    needs:
+    - generate_dataset_infants_s2_sensitive_secondary
+    - process_household_information_s2
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2017_2018_sensitive_secondary.arrow
+
+  describe_dataset_infants_s2_sensitive_secondary:
+    run: r:latest analysis/report.R infants season2_start_date season2_end_date sensitive
+      secondary infants s2 2017_2018 sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_full_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_full_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s2_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_full_s2_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_full_s2_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season2_start_date
+      season2_end_date sensitive secondary infants s2 2017_2018 sensitive secondary
+      season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s2_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season2_start_date season2_end_date sensitive secondary infants s2 2017_2018
+      sensitive secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2017_2018_sensitive_secondary.csv
+
+  generate_dataset_infants_s3_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2018_2019_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2018_2019.arrow
+      -- infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2018_2019_sensitive_secondary.arrow
+
+  process_dataset_infants_s3_sensitive_secondary:
+    run: r:latest analysis/data_processing.R infants season3_start_date season3_end_date
+      sensitive secondary infants s3 2018_2019 sensitive secondary season3_start_date
+      season3_end_date
+    needs:
+    - generate_dataset_infants_s3_sensitive_secondary
+    - process_household_information_s3
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2018_2019_sensitive_secondary.arrow
+
+  describe_dataset_infants_s3_sensitive_secondary:
+    run: r:latest analysis/report.R infants season3_start_date season3_end_date sensitive
+      secondary infants s3 2018_2019 sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_full_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_full_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s3_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_full_s3_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_full_s3_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season3_start_date
+      season3_end_date sensitive secondary infants s3 2018_2019 sensitive secondary
+      season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s3_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season3_start_date season3_end_date sensitive secondary infants s3 2018_2019
+      sensitive secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2018_2019_sensitive_secondary.csv
+
+  generate_dataset_infants_s4_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2019_2020_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2019_2020.arrow
+      -- infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2019_2020_sensitive_secondary.arrow
+
+  process_dataset_infants_s4_sensitive_secondary:
+    run: r:latest analysis/data_processing.R infants season4_start_date season4_end_date
+      sensitive secondary infants s4 2019_2020 sensitive secondary season4_start_date
+      season4_end_date
+    needs:
+    - generate_dataset_infants_s4_sensitive_secondary
+    - process_household_information_s4
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2019_2020_sensitive_secondary.arrow
+
+  describe_dataset_infants_s4_sensitive_secondary:
+    run: r:latest analysis/report.R infants season4_start_date season4_end_date sensitive
+      secondary infants s4 2019_2020 sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_full_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_full_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s4_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_full_s4_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_full_s4_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season4_start_date
+      season4_end_date sensitive secondary infants s4 2019_2020 sensitive secondary
+      season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s4_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season4_start_date season4_end_date sensitive secondary infants s4 2019_2020
+      sensitive secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2019_2020_sensitive_secondary.csv
+
+  generate_dataset_infants_s5_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2020_2021_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2020_2021.arrow
+      -- infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2020_2021_sensitive_secondary.arrow
+
+  process_dataset_infants_s5_sensitive_secondary:
+    run: r:latest analysis/data_processing.R infants season5_start_date season5_end_date
+      sensitive secondary infants s5 2020_2021 sensitive secondary season5_start_date
+      season5_end_date
+    needs:
+    - generate_dataset_infants_s5_sensitive_secondary
+    - process_household_information_s5
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2020_2021_sensitive_secondary.arrow
+
+  describe_dataset_infants_s5_sensitive_secondary:
+    run: r:latest analysis/report.R infants season5_start_date season5_end_date sensitive
+      secondary infants s5 2020_2021 sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_full_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_full_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s5_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_full_s5_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_full_s5_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season5_start_date
+      season5_end_date sensitive secondary infants s5 2020_2021 sensitive secondary
+      season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s5_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season5_start_date season5_end_date sensitive secondary infants s5 2020_2021
+      sensitive secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2020_2021_sensitive_secondary.csv
+
+  generate_dataset_infants_s6_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2021_2022_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2021_2022.arrow
+      -- infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2021_2022_sensitive_secondary.arrow
+
+  process_dataset_infants_s6_sensitive_secondary:
+    run: r:latest analysis/data_processing.R infants season6_start_date season6_end_date
+      sensitive secondary infants s6 2021_2022 sensitive secondary season6_start_date
+      season6_end_date
+    needs:
+    - generate_dataset_infants_s6_sensitive_secondary
+    - process_household_information_s6
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2021_2022_sensitive_secondary.arrow
+
+  describe_dataset_infants_s6_sensitive_secondary:
+    run: r:latest analysis/report.R infants season6_start_date season6_end_date sensitive
+      secondary infants s6 2021_2022 sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_full_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_full_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_full_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s6_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_full_s6_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_flu_full_s6_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season6_start_date
+      season6_end_date sensitive secondary infants s6 2021_2022 sensitive secondary
+      season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_overall_and_all_cause_full_s6_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season6_start_date season6_end_date sensitive secondary infants s6 2021_2022
+      sensitive secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2021_2022_sensitive_secondary.csv
+
+  generate_dataset_infants_s7_sensitive_secondary:
+    run: |-
+      ehrql:v1 generate-dataset analysis/dataset_definition.py
+      --output output/data/input_infants_2022_2023_sensitive_secondary.arrow
+      --dummy-data-file analysis/dummydata/dummyextract_infants_2022_2023.arrow
+      -- infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    outputs:
+      highly_sensitive:
+        dataset: output/data/input_infants_2022_2023_sensitive_secondary.arrow
+
+  process_dataset_infants_s7_sensitive_secondary:
+    run: r:latest analysis/data_processing.R infants season7_start_date season7_end_date
+      sensitive secondary infants s7 2022_2023 sensitive secondary season7_start_date
+      season7_end_date
+    needs:
+    - generate_dataset_infants_s7_sensitive_secondary
+    - process_household_information_s7
+    outputs:
+      highly_sensitive:
+        cohort: output/data/input_processed_infants_2022_2023_sensitive_secondary.arrow
+
+  describe_dataset_infants_s7_sensitive_secondary:
+    run: r:latest analysis/report.R infants season7_start_date season7_end_date sensitive
+      secondary infants s7 2022_2023 sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/rates/rates_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_ses_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_ses_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_ses_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_rsv_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ethnicity_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_flu_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ethnicity_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/flow_chart/children_and_adolescents_2016_2017_flow_chart.csv
+      moderately_sensitive:
+        csv: output/results/models/flu_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  process_flow_chart_children_and_adolescents_s1:
-    run: r:latest analysis/cohort_criteria.R children_and_adolescents season1_start_date season1_end_date 
-    needs: [generate_flow_chart_data_children_and_adolescents_s1]
+  analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        cohort: output/flow_chart/flow_chart_processed_children_and_adolescents_2016_2017.csv
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  generate_flow_chart_data_infants_s1:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition_flow_chart.py
-      --output output/flow_chart/infants_2016_2017_flow_chart.csv
-      --dummy-data-file analysis/dummydata/dummyextract_infants_2016_2017.arrow
-      -- infants season1_start_date season1_end_date
+  analyse_dataset_infants_rsv_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/flow_chart/infants_2016_2017_flow_chart.csv
+      moderately_sensitive:
+        csv: output/results/models/rsv_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  process_flow_chart_infants_s1:
-    run: r:latest analysis/cohort_criteria.R infants season1_start_date season1_end_date 
-    needs: [generate_flow_chart_data_infants_s1]
+  analyse_dataset_infants_flu_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        cohort: output/flow_chart/flow_chart_processed_infants_2016_2017.csv
+      moderately_sensitive:
+        csv: output/results/models/flu_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-### household information extraction
+  analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_ses_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-## season 1 (2016/17)
+  analyse_dataset_infants_rsv_full_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/rsv_full_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/rsv_full_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  extract_household_information_s1:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition_household.py
-      --output output/data/input_household_2016_2017.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_household_2016_2017.arrow
-      -- season1_start_date season1_end_date
+  analyse_dataset_infants_flu_full_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/flu_full_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_household_2016_2017.arrow
+      moderately_sensitive:
+        csv: output/results/models/flu_full_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  process_household_information_s1:
-    run: r:latest analysis/data_processing_household.R season1_start_date season1_end_date
-    needs: [extract_household_information_s1]
+  analyse_dataset_infants_overall_and_all_cause_full_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        arrow: output/data/input_household_processed_2016_2017.arrow
+      moderately_sensitive:
+        csv: output/results/models/overall_and_all_cause_full_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-## season 7 (2022/23)
+  analyse_dataset_infants_further_rsv_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-## season 1 (2016/17)
+  analyse_dataset_infants_further_flu_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  extract_household_information_s7:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition_household.py
-      --output output/data/input_household_2022_2023.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_household_2022_2023.arrow
-      -- season7_start_date season7_end_date
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_household_2022_2023.arrow
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  process_household_information_s7:
-    run: r:latest analysis/data_processing_household.R season7_start_date season7_end_date
-    needs: [extract_household_information_s7]
+  analyse_dataset_infants_further_rsv_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        arrow: output/data/input_household_processed_2022_2023.arrow
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-### primary analysis
+  analyse_dataset_infants_further_flu_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-##  season 1 (2016/17)
+  analyse_dataset_infants_further_overall_and_all_cause_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/models/further_overall_and_all_cause_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  generate_dataset_older_adults_s1_spec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_older_adults_2016_2017_specific_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2016_2017.arrow
-      -- older_adults season1_start_date season1_end_date specific primary
+  analyse_dataset_infants_further_rsv_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_older_adults_2016_2017_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  process_dataset_older_adults_s1_spec:
-    run: r:latest analysis/data_processing.R older_adults season1_start_date season1_end_date specific primary
-    needs: [generate_dataset_older_adults_s1_spec, process_household_information_s1]
+  analyse_dataset_infants_further_flu_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_older_adults_2016_2017_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/results/models/further_flu_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  describe_dataset_older_adults_s1_spec:
-    run: r:latest analysis/report.R older_adults season1_start_date season1_end_date specific primary
-    needs: [process_dataset_older_adults_s1_spec]
+  analyse_dataset_infants_further_overall_and_all_cause_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_older_adults_2016_2017_specific.csv
-  
-  analyse_dataset_older_adults_ethnicity_s1_spec:
-    run: r:latest analysis/ethnicity_models.R older_adults season1_start_date season1_end_date specific primary
-    needs: [process_dataset_older_adults_s1_spec]
+        csv: output/results/models/further_overall_and_all_cause_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
+
+  analyse_dataset_infants_further_rsv_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_ses_models.R infants
+      season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_older_adults_2016_2017_specific.csv
+        csv: output/results/models/further_rsv_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  analyse_dataset_older_adults_ses_s1_spec:
-    run: r:latest analysis/ses_models.R older_adults season1_start_date season1_end_date specific primary
-    needs: [process_dataset_older_adults_s1_spec]
+  analyse_dataset_infants_further_flu_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_ses_models.R infants
+      season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ses_model_outputs_older_adults_2016_2017_specific.csv
+        csv: output/results/models/further_flu_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  analyse_dataset_older_adults_hh_comp_s1_spec:
-    run: r:latest analysis/hh_comp_models.R older_adults season1_start_date season1_end_date specific primary
-    needs: [process_dataset_older_adults_s1_spec]
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_ses_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_ses_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/hh_comp_model_outputs_older_adults_2016_2017_specific.csv
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_ses_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  generate_dataset_adults_s1_spec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_adults_2016_2017_specific_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_adults_2016_2017.arrow
-      -- adults season1_start_date season1_end_date specific primary
+  analyse_dataset_infants_further_rsv_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ethnicity_hh_comp_models.R infants
+      season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_adults_2016_2017_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  process_dataset_adults_s1_spec:
-    run: r:latest analysis/data_processing.R adults season1_start_date season1_end_date specific primary
-    needs: [generate_dataset_adults_s1_spec, process_household_information_s1]
+  analyse_dataset_infants_further_flu_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ethnicity_hh_comp_models.R infants
+      season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_adults_2016_2017_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/results/models/further_flu_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  describe_dataset_adults_s1_spec:
-    run: r:latest analysis/report.R adults season1_start_date season1_end_date specific primary
-    needs: [process_dataset_adults_s1_spec]
+  analyse_dataset_infants_further_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ethnicity_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_adults_2016_2017_specific.csv
+        csv: output/results/models/further_overall_and_all_cause_ethnicity_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  analyse_dataset_adults_ethnicity_s1_spec:
-    run: r:latest analysis/ethnicity_models.R adults season1_start_date season1_end_date specific primary
-    needs: [process_dataset_adults_s1_spec]
+  analyse_dataset_infants_further_rsv_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_adults_2016_2017_specific.csv
+        csv: output/results/models/further_rsv_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  analyse_dataset_adults_ses_s1_spec:
-    run: r:latest analysis/ses_models.R adults season1_start_date season1_end_date specific primary
-    needs: [process_dataset_adults_s1_spec]
+  analyse_dataset_infants_further_flu_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_ses_hh_comp_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ses_model_outputs_adults_2016_2017_specific.csv
+        csv: output/results/models/further_flu_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  analyse_dataset_adults_hh_comp_s1_spec:
-    run: r:latest analysis/hh_comp_models.R adults season1_start_date season1_end_date specific primary
-    needs: [process_dataset_adults_s1_spec]
+  analyse_dataset_infants_further_overall_and_all_cause_ses_hh_comp_s7_sensitive_secondary:
+    run: r:latest analysis/overall_and_all_cause_specific/further_overall_and_all_cause_ses_hh_comp_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/hh_comp_model_outputs_adults_2016_2017_specific.csv
+        csv: output/results/models/further_overall_and_all_cause_ses_hh_comp_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  generate_dataset_children_and_adolescents_s1_spec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_children_and_adolescents_2016_2017_specific_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2016_2017.arrow
-      -- children_and_adolescents season1_start_date season1_end_date specific primary
+  analyse_dataset_infants_further_rsv_full_s7_sensitive_secondary:
+    run: r:latest analysis/rsv_specific/further_rsv_full_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_children_and_adolescents_2016_2017_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/results/models/further_rsv_full_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  process_dataset_children_and_adolescents_s1_spec:
-    run: r:latest analysis/data_processing.R children_and_adolescents season1_start_date season1_end_date specific primary
-    needs: [generate_dataset_children_and_adolescents_s1_spec, process_household_information_s1]
+  analyse_dataset_infants_further_flu_full_s7_sensitive_secondary:
+    run: r:latest analysis/flu_specific/further_flu_full_models.R infants season7_start_date
+      season7_end_date sensitive secondary infants s7 2022_2023 sensitive secondary
+      season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_children_and_adolescents_2016_2017_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/results/models/further_flu_full_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  describe_dataset_children_and_adolescents_s1_spec:
-    run: r:latest analysis/report.R children_and_adolescents season1_start_date season1_end_date specific primary
-    needs: [process_dataset_children_and_adolescents_s1_spec]
+  analyse_dataset_infants_further_overall_and_all_cause_full_s7_sensitive_secondary:
+    run: r:latest analysis/further_overall_and_all_cause_specific/overall_and_all_cause_full_models.R
+      infants season7_start_date season7_end_date sensitive secondary infants s7 2022_2023
+      sensitive secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_children_and_adolescents_2016_2017_specific.csv
+        csv: output/results/models/further_overall_and_all_cause_full_model_outputs_infants_2022_2023_sensitive_secondary.csv
 
-  analyse_dataset_children_and_adolescents_ethnicity_s1_spec:
-    run: r:latest analysis/ethnicity_models.R children_and_adolescents season1_start_date season1_end_date specific primary
-    needs: [process_dataset_children_and_adolescents_s1_spec]
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## DESCRIPTIVE ANALYSES 
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Older Adults 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  describe_cohort_older_adults_s1:
+    run: r:latest analysis/cohort_description.R older_adults season1_start_date season1_end_date
+      sensitive secondary older_adults s1 2016_2017 specific secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_older_adults_s1_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_children_and_adolescents_2016_2017_specific.csv
+        csv: output/table1/table1_older_adults_2016_2017.csv
 
-  analyse_dataset_children_and_adolescents_ses_s1_spec:
-    run: r:latest analysis/ses_models.R children_and_adolescents season1_start_date season1_end_date specific primary
-    needs: [process_dataset_children_and_adolescents_s1_spec]
+  describe_cohort_older_adults_s2:
+    run: r:latest analysis/cohort_description.R older_adults season2_start_date season2_end_date
+      sensitive secondary older_adults s2 2017_2018 specific secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_older_adults_s2_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ses_model_outputs_children_and_adolescents_2016_2017_specific.csv
+        csv: output/table1/table1_older_adults_2017_2018.csv
 
-  analyse_dataset_children_and_adolescents_hh_comp_s1_spec:
-    run: r:latest analysis/hh_comp_models.R children_and_adolescents season1_start_date season1_end_date specific primary
-    needs: [process_dataset_children_and_adolescents_s1_spec]
+  describe_cohort_older_adults_s3:
+    run: r:latest analysis/cohort_description.R older_adults season3_start_date season3_end_date
+      sensitive secondary older_adults s3 2018_2019 specific secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_older_adults_s3_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/hh_comp_model_outputs_children_and_adolescents_2016_2017_specific.csv
-  
-  generate_dataset_infants_s1_spec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_infants_2016_2017_specific_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_infants_2016_2017.arrow
-      -- infants season1_start_date season1_end_date specific primary
+        csv: output/table1/table1_older_adults_2018_2019.csv
+
+  describe_cohort_older_adults_s4:
+    run: r:latest analysis/cohort_description.R older_adults season4_start_date season4_end_date
+      sensitive secondary older_adults s4 2019_2020 specific secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_older_adults_s4_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_infants_2016_2017_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/table1/table1_older_adults_2019_2020.csv
 
-  process_dataset_infants_s1_spec:
-    run: r:latest analysis/data_processing.R infants season1_start_date season1_end_date specific primary
-    needs: [generate_dataset_infants_s1_spec, process_household_information_s1]
+  describe_cohort_older_adults_s5:
+    run: r:latest analysis/cohort_description.R older_adults season5_start_date season5_end_date
+      sensitive secondary older_adults s5 2020_2021 specific secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_older_adults_s5_sensitive_secondary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_infants_2016_2017_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/table1/table1_older_adults_2020_2021.csv
 
-  describe_dataset_infants_s1_spec:
-    run: r:latest analysis/report.R infants season1_start_date season1_end_date specific primary
-    needs: [process_dataset_infants_s1_spec]
+  describe_cohort_older_adults_s6:
+    run: r:latest analysis/cohort_description.R older_adults season6_start_date season6_end_date
+      sensitive secondary older_adults s6 2021_2022 specific secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_older_adults_s6_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_infants_2016_2017_specific.csv
-  
-  analyse_dataset_infants_ethnicity_s1_spec:
-    run: r:latest analysis/ethnicity_models.R infants season1_start_date season1_end_date specific primary
-    needs: [process_dataset_infants_s1_spec]
+        csv: output/table1/table1_older_adults_2021_2022.csv
+
+  describe_cohort_older_adults_s7:
+    run: r:latest analysis/cohort_description.R older_adults season7_start_date season7_end_date
+      sensitive secondary older_adults s7 2022_2023 specific secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_older_adults_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_infants_2016_2017_specific.csv
+        csv: output/table1/table1_older_adults_2022_2023.csv
 
-  analyse_dataset_infants_ses_s1_spec:
-    run: r:latest analysis/ses_models.R infants season1_start_date season1_end_date specific primary
-    needs: [process_dataset_infants_s1_spec]
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Adults 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  describe_cohort_adults_s1:
+    run: r:latest analysis/cohort_description.R adults season1_start_date season1_end_date
+      sensitive secondary adults s1 2016_2017 specific secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_adults_s1_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ses_model_outputs_infants_2016_2017_specific.csv
+        csv: output/table1/table1_adults_2016_2017.csv
 
-  analyse_dataset_infants_hh_comp_s1_spec:
-    run: r:latest analysis/hh_comp_models.R infants season1_start_date season1_end_date specific primary
-    needs: [process_dataset_infants_s1_spec]
+  describe_cohort_adults_s2:
+    run: r:latest analysis/cohort_description.R adults season2_start_date season2_end_date
+      sensitive secondary adults s2 2017_2018 specific secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_adults_s2_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/hh_comp_model_outputs_infants_2016_2017_specific.csv
+        csv: output/table1/table1_adults_2017_2018.csv
 
-# ##  season 7 (2022/23) 
+  describe_cohort_adults_s3:
+    run: r:latest analysis/cohort_description.R adults season3_start_date season3_end_date
+      sensitive secondary adults s3 2018_2019 specific secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_adults_s3_sensitive_secondary
+    outputs:
+      moderately_sensitive:
+        csv: output/table1/table1_adults_2018_2019.csv
 
-  generate_dataset_older_adults_s7_spec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_older_adults_2022_2023_specific_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2022_2023.arrow
-      -- older_adults season7_start_date season7_end_date specific primary
+  describe_cohort_adults_s4:
+    run: r:latest analysis/cohort_description.R adults season4_start_date season4_end_date
+      sensitive secondary adults s4 2019_2020 specific secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_adults_s4_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_older_adults_2022_2023_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/table1/table1_adults_2019_2020.csv
 
-  process_dataset_older_adults_s7_spec:
-    run: r:latest analysis/data_processing.R older_adults season7_start_date season7_end_date specific primary
-    needs: [generate_dataset_older_adults_s7_spec, process_household_information_s7]
+  describe_cohort_adults_s5:
+    run: r:latest analysis/cohort_description.R adults season5_start_date season5_end_date
+      sensitive secondary adults s5 2020_2021 specific secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_adults_s5_sensitive_secondary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_older_adults_2022_2023_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/table1/table1_adults_2020_2021.csv
 
-  describe_dataset_older_adults_s7_spec:
-    run: r:latest analysis/report.R older_adults season7_start_date season7_end_date specific primary
-    needs: [process_dataset_older_adults_s7_spec]
+  describe_cohort_adults_s6:
+    run: r:latest analysis/cohort_description.R adults season6_start_date season6_end_date
+      sensitive secondary adults s6 2021_2022 specific secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_adults_s6_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_older_adults_2022_2023_specific.csv
+        csv: output/table1/table1_adults_2021_2022.csv
 
-  analyse_dataset_older_adults_ethnicity_s7_spec:
-    run: r:latest analysis/ethnicity_models.R older_adults season7_start_date season7_end_date specific primary
-    needs: [process_dataset_older_adults_s7_spec]
+  describe_cohort_adults_s7:
+    run: r:latest analysis/cohort_description.R adults season7_start_date season7_end_date
+      sensitive secondary adults s7 2022_2023 specific secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_adults_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_older_adults_2022_2023_specific.csv
+        csv: output/table1/table1_adults_2022_2023.csv
 
-  analyse_dataset_older_adults_ses_s7_spec:
-    run: r:latest analysis/ses_models.R older_adults season7_start_date season7_end_date specific primary
-    needs: [process_dataset_older_adults_s7_spec]
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Children and Adolescents 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  describe_cohort_children_and_adolescents_s1:
+    run: r:latest analysis/cohort_description.R children_and_adolescents season1_start_date
+      season1_end_date sensitive secondary children_and_adolescents s1 2016_2017 specific
+      secondary season1_start_date season1_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s1_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ses_model_outputs_older_adults_2022_2023_specific.csv
+        csv: output/table1/table1_children_and_adolescents_2016_2017.csv
 
-  analyse_dataset_older_adults_hh_comp_s7_spec:
-    run: r:latest analysis/hh_comp_models.R older_adults season7_start_date season7_end_date specific primary
-    needs: [process_dataset_older_adults_s7_spec]
+  describe_cohort_children_and_adolescents_s2:
+    run: r:latest analysis/cohort_description.R children_and_adolescents season2_start_date
+      season2_end_date sensitive secondary children_and_adolescents s2 2017_2018 specific
+      secondary season2_start_date season2_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s2_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/hh_comp_model_outputs_older_adults_2022_2023_specific.csv
+        csv: output/table1/table1_children_and_adolescents_2017_2018.csv
 
-  generate_dataset_adults_s7_spec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_adults_2022_2023_specific_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_adults_2022_2023.arrow
-      -- adults season7_start_date season7_end_date specific primary
+  describe_cohort_children_and_adolescents_s3:
+    run: r:latest analysis/cohort_description.R children_and_adolescents season3_start_date
+      season3_end_date sensitive secondary children_and_adolescents s3 2018_2019 specific
+      secondary season3_start_date season3_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s3_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_adults_2022_2023_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/table1/table1_children_and_adolescents_2018_2019.csv
 
-  process_dataset_adults_s7_spec:
-    run: r:latest analysis/data_processing.R adults season7_start_date season7_end_date specific primary
-    needs: [generate_dataset_adults_s7_spec, process_household_information_s7]
+  describe_cohort_children_and_adolescents_s4:
+    run: r:latest analysis/cohort_description.R children_and_adolescents season4_start_date
+      season4_end_date sensitive secondary children_and_adolescents s4 2019_2020 specific
+      secondary season4_start_date season4_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s4_sensitive_secondary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_adults_2022_2023_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/table1/table1_children_and_adolescents_2019_2020.csv
 
-  describe_dataset_adults_s7_spec:
-    run: r:latest analysis/report.R adults season7_start_date season7_end_date specific primary
-    needs: [process_dataset_adults_s7_spec]
+  describe_cohort_children_and_adolescents_s5:
+    run: r:latest analysis/cohort_description.R children_and_adolescents season5_start_date
+      season5_end_date sensitive secondary children_and_adolescents s5 2020_2021 specific
+      secondary season5_start_date season5_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s5_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_adults_2022_2023_specific.csv
+        csv: output/table1/table1_children_and_adolescents_2020_2021.csv
 
-  analyse_dataset_adults_ethnicity_s7_spec:
-    run: r:latest analysis/ethnicity_models.R adults season7_start_date season7_end_date specific primary
-    needs: [process_dataset_adults_s7_spec]
+  describe_cohort_children_and_adolescents_s6:
+    run: r:latest analysis/cohort_description.R children_and_adolescents season6_start_date
+      season6_end_date sensitive secondary children_and_adolescents s6 2021_2022 specific
+      secondary season6_start_date season6_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s6_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_adults_2022_2023_specific.csv
-  
-  analyse_dataset_adults_ses_s7_spec:
-    run: r:latest analysis/ses_models.R adults season7_start_date season7_end_date specific primary
-    needs: [process_dataset_adults_s7_spec]
+        csv: output/table1/table1_children_and_adolescents_2021_2022.csv
+
+  describe_cohort_children_and_adolescents_s7:
+    run: r:latest analysis/cohort_description.R children_and_adolescents season7_start_date
+      season7_end_date sensitive secondary children_and_adolescents s7 2022_2023 specific
+      secondary season7_start_date season7_end_date
+    needs:
+    - process_dataset_children_and_adolescents_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ses_model_outputs_adults_2022_2023_specific.csv
+        csv: output/table1/table1_children_and_adolescents_2022_2023.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Cohort: Infants 
+  ## # # # # # # # # # # # # # # # # # # # 
 
-  analyse_dataset_adults_hh_comp_s7_spec:
-    run: r:latest analysis/hh_comp_models.R adults season7_start_date season7_end_date specific primary
-    needs: [process_dataset_adults_s7_spec]
+  describe_cohort_infants_s1:
+    run: r:latest analysis/cohort_description.R infants season1_start_date season1_end_date
+      sensitive secondary infants s1 2016_2017 specific secondary season1_start_date
+      season1_end_date
+    needs:
+    - process_dataset_infants_s1_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/hh_comp_model_outputs_adults_2022_2023_specific.csv
+        csv: output/table1/table1_infants_2016_2017.csv
 
-  generate_dataset_children_and_adolescents_s7_spec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_children_and_adolescents_2022_2023_specific_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2022_2023.arrow
-      -- children_and_adolescents season7_start_date season7_end_date specific primary
+  describe_cohort_infants_s2:
+    run: r:latest analysis/cohort_description.R infants season2_start_date season2_end_date
+      sensitive secondary infants s2 2017_2018 specific secondary season2_start_date
+      season2_end_date
+    needs:
+    - process_dataset_infants_s2_sensitive_secondary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_children_and_adolescents_2022_2023_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/table1/table1_infants_2017_2018.csv
 
-  process_dataset_children_and_adolescents_s7_spec:
-    run: r:latest analysis/data_processing.R children_and_adolescents season7_start_date season7_end_date specific primary
-    needs: [generate_dataset_children_and_adolescents_s7_spec, process_household_information_s7]
+  describe_cohort_infants_s3:
+    run: r:latest analysis/cohort_description.R infants season3_start_date season3_end_date
+      sensitive secondary infants s3 2018_2019 specific secondary season3_start_date
+      season3_end_date
+    needs:
+    - process_dataset_infants_s3_sensitive_secondary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_children_and_adolescents_2022_2023_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/table1/table1_infants_2018_2019.csv
 
-  describe_dataset_children_and_adolescents_s7_spec:
-    run: r:latest analysis/report.R children_and_adolescents season7_start_date season7_end_date specific primary
-    needs: [process_dataset_children_and_adolescents_s7_spec]
+  describe_cohort_infants_s4:
+    run: r:latest analysis/cohort_description.R infants season4_start_date season4_end_date
+      sensitive secondary infants s4 2019_2020 specific secondary season4_start_date
+      season4_end_date
+    needs:
+    - process_dataset_infants_s4_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_children_and_adolescents_2022_2023_specific.csv
+        csv: output/table1/table1_infants_2019_2020.csv
 
-  analyse_dataset_children_and_adolescents_ethnicity_s7_spec:
-    run: r:latest analysis/ethnicity_models.R children_and_adolescents season7_start_date season7_end_date specific primary
-    needs: [process_dataset_children_and_adolescents_s7_spec]
+  describe_cohort_infants_s5:
+    run: r:latest analysis/cohort_description.R infants season5_start_date season5_end_date
+      sensitive secondary infants s5 2020_2021 specific secondary season5_start_date
+      season5_end_date
+    needs:
+    - process_dataset_infants_s5_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_children_and_adolescents_2022_2023_specific.csv
+        csv: output/table1/table1_infants_2020_2021.csv
 
-  analyse_dataset_children_and_adolescents_ses_s7_spec:
-    run: r:latest analysis/ses_models.R children_and_adolescents season7_start_date season7_end_date specific primary
-    needs: [process_dataset_children_and_adolescents_s7_spec]
+  describe_cohort_infants_s6:
+    run: r:latest analysis/cohort_description.R infants season6_start_date season6_end_date
+      sensitive secondary infants s6 2021_2022 specific secondary season6_start_date
+      season6_end_date
+    needs:
+    - process_dataset_infants_s6_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ses_model_outputs_children_and_adolescents_2022_2023_specific.csv
+        csv: output/table1/table1_infants_2021_2022.csv
 
-  analyse_dataset_children_and_adolescents_hh_comp_s7_spec:
-    run: r:latest analysis/hh_comp_models.R children_and_adolescents season7_start_date season7_end_date specific primary
-    needs: [process_dataset_children_and_adolescents_s7_spec]
+  describe_cohort_infants_s7:
+    run: r:latest analysis/cohort_description.R infants season7_start_date season7_end_date
+      sensitive secondary infants s7 2022_2023 specific secondary season7_start_date
+      season7_end_date
+    needs:
+    - process_dataset_infants_s7_sensitive_secondary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/hh_comp_model_outputs_children_and_adolescents_2022_2023_specific.csv
+        csv: output/table1/table1_infants_2022_2023.csv
 
-  generate_dataset_infants_s7_spec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_infants_2022_2023_specific_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_infants_2022_2023.arrow
-      -- infants season7_start_date season7_end_date specific primary
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## Files for release 
+  ## # # # # # # # # # # # # # # # # # # # 
+
+  collate_flow_chart_tables_older_adults:
+    run: r:latest analysis/flow_chart_table_collation.R older_adults older_adults
+    needs:
+    - process_flow_chart_data_older_adults_s1
+    - process_flow_chart_data_older_adults_s2
+    - process_flow_chart_data_older_adults_s3
+    - process_flow_chart_data_older_adults_s4
+    - process_flow_chart_data_older_adults_s5
+    - process_flow_chart_data_older_adults_s6
+    - process_flow_chart_data_older_adults_s7
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_infants_2022_2023_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/older_adults_flow_chart_collated.csv
 
-  process_dataset_infants_s7_spec:
-    run: r:latest analysis/data_processing.R infants season7_start_date season7_end_date specific primary
-    needs: [generate_dataset_infants_s7_spec, process_household_information_s7]
+  collate_table1_tables_older_adults:
+    run: r:latest analysis/table1_table_collation.R older_adults older_adults
+    needs:
+    - describe_dataset_older_adults_s1_specific_primary
+    - describe_dataset_older_adults_s2_specific_primary
+    - describe_dataset_older_adults_s3_specific_primary
+    - describe_dataset_older_adults_s4_specific_primary
+    - describe_dataset_older_adults_s5_specific_primary
+    - describe_dataset_older_adults_s6_specific_primary
+    - describe_dataset_older_adults_s7_specific_primary
+    - describe_dataset_older_adults_s1_sensitive_primary
+    - describe_dataset_older_adults_s2_sensitive_primary
+    - describe_dataset_older_adults_s3_sensitive_primary
+    - describe_dataset_older_adults_s4_sensitive_primary
+    - describe_dataset_older_adults_s5_sensitive_primary
+    - describe_dataset_older_adults_s6_sensitive_primary
+    - describe_dataset_older_adults_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_infants_2022_2023_specific_primary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/older_adults_table1_collated.csv
 
-  describe_dataset_infants_s7_spec:
-    run: r:latest analysis/report.R infants season7_start_date season7_end_date specific primary
-    needs: [process_dataset_infants_s7_spec]
-    outputs:
-      moderately_sensitive:
-        csv: output/results/rates/rates_infants_2022_2023_specific.csv
-
-  # analyse_dataset_infants_ethnicity_s7_spec:
-  #   run: r:latest analysis/ethnicity_models.R infants season7_start_date season7_end_date specific primary
-  #   needs: [process_dataset_infants_s7_spec]
-  #   outputs:
-  #     moderately_sensitive:
-  #       csv: output/results/models/ethnicity_model_outputs_infants_2022_2023_specific.csv
-  # 
-  # analyse_dataset_infants_ses_s7_spec:
-  #   run: r:latest analysis/ses_models.R infants season7_start_date season7_end_date specific primary
-  #   needs: [process_dataset_infants_s7_spec]
-  #   outputs:
-  #     moderately_sensitive:
-  #       csv: output/results/models/ses_model_outputs_infants_2022_2023_specific.csv
-  # 
-  # analyse_dataset_infants_hh_comp_s7_spec:
-  #   run: r:latest analysis/hh_comp_models.R infants season7_start_date season7_end_date specific primary
-  #   needs: [process_dataset_infants_s7_spec]
-  #   outputs:
-  #     moderately_sensitive:
-  #       csv: output/results/models/hh_comp_model_outputs_infants_2022_2023_specific.csv
-
-### sensitivity analysis
-
-##  season 1 (2016/17)
-
-  generate_dataset_older_adults_s1_sens:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_older_adults_2016_2017_sensitive_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2016_2017.arrow
-      -- older_adults season1_start_date season1_end_date sensitive primary
+  collate_rates_tables_older_adults:
+    run: r:latest analysis/rates_table_collation.R older_adults older_adults
+    needs:
+    - process_dataset_older_adults_s1_specific_primary
+    - process_dataset_older_adults_s2_specific_primary
+    - process_dataset_older_adults_s3_specific_primary
+    - process_dataset_older_adults_s4_specific_primary
+    - process_dataset_older_adults_s5_specific_primary
+    - process_dataset_older_adults_s6_specific_primary
+    - process_dataset_older_adults_s7_specific_primary
+    - process_dataset_older_adults_s1_sensitive_primary
+    - process_dataset_older_adults_s2_sensitive_primary
+    - process_dataset_older_adults_s3_sensitive_primary
+    - process_dataset_older_adults_s4_sensitive_primary
+    - process_dataset_older_adults_s5_sensitive_primary
+    - process_dataset_older_adults_s6_sensitive_primary
+    - process_dataset_older_adults_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_older_adults_2016_2017_sensitive_primary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/older_adults_rates_collated.csv
 
-  process_dataset_older_adults_s1_sens:
-    run: r:latest analysis/data_processing.R older_adults season1_start_date season1_end_date sensitive primary
-    needs: [generate_dataset_older_adults_s1_sens, process_household_information_s1]
+  collate_rsv_model_outputs_tables_older_adults:
+    run: r:latest analysis/rsv_model_outputs_table_collation.R older_adults older_adults
+    needs:
+    - analyse_dataset_older_adults_rsv_ethnicity_s1_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s2_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s3_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s4_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s5_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s6_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s7_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_s1_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_s2_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_s3_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_s4_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_s5_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_s6_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_s7_specific_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s1_specific_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s2_specific_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s3_specific_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_rsv_full_s1_specific_primary
+    - analyse_dataset_older_adults_rsv_full_s2_specific_primary
+    - analyse_dataset_older_adults_rsv_full_s3_specific_primary
+    - analyse_dataset_older_adults_rsv_full_s4_specific_primary
+    - analyse_dataset_older_adults_rsv_full_s5_specific_primary
+    - analyse_dataset_older_adults_rsv_full_s6_specific_primary
+    - analyse_dataset_older_adults_rsv_full_s7_specific_primary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_older_adults_2016_2017_sensitive_primary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/older_adults_rsv_model_outputs_collated.csv
 
-  describe_dataset_older_adults_s1_sens:
-    run: r:latest analysis/report.R older_adults season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_older_adults_s1_sens]
+  collate_flu_model_outputs_tables_older_adults:
+    run: r:latest analysis/flu_model_outputs_table_collation.R older_adults older_adults
+    needs:
+    - analyse_dataset_older_adults_flu_ethnicity_s1_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s2_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s3_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s4_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s5_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s6_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s7_specific_primary
+    - analyse_dataset_older_adults_flu_ses_s1_specific_primary
+    - analyse_dataset_older_adults_flu_ses_s2_specific_primary
+    - analyse_dataset_older_adults_flu_ses_s3_specific_primary
+    - analyse_dataset_older_adults_flu_ses_s4_specific_primary
+    - analyse_dataset_older_adults_flu_ses_s5_specific_primary
+    - analyse_dataset_older_adults_flu_ses_s6_specific_primary
+    - analyse_dataset_older_adults_flu_ses_s7_specific_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s1_specific_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s2_specific_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s3_specific_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_flu_full_s1_specific_primary
+    - analyse_dataset_older_adults_flu_full_s2_specific_primary
+    - analyse_dataset_older_adults_flu_full_s3_specific_primary
+    - analyse_dataset_older_adults_flu_full_s4_specific_primary
+    - analyse_dataset_older_adults_flu_full_s5_specific_primary
+    - analyse_dataset_older_adults_flu_full_s6_specific_primary
+    - analyse_dataset_older_adults_flu_full_s7_specific_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_older_adults_2016_2017_sensitive.csv
+        glue("output/results/collated/{cohort}_flu_model_outputs_collated.csv"): output/results/collated/older_adults_flu_model_outputs_collated.csv
 
-  analyse_dataset_older_adults_ethnicity_s1_sens:
-    run: r:latest analysis/ethnicity_models.R older_adults season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_older_adults_s1_sens]
+  collate_covid_model_outputs_tables_older_adults:
+    run: r:latest analysis/covid_model_outputs_table_collation.R older_adults older_adults
+    needs:
+    - analyse_dataset_older_adults_covid_ethnicity_s4_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_s5_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_s6_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_s7_specific_primary
+    - analyse_dataset_older_adults_covid_ses_s4_specific_primary
+    - analyse_dataset_older_adults_covid_ses_s5_specific_primary
+    - analyse_dataset_older_adults_covid_ses_s6_specific_primary
+    - analyse_dataset_older_adults_covid_ses_s7_specific_primary
+    - analyse_dataset_older_adults_covid_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_covid_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_covid_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_covid_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_covid_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_covid_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_covid_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_covid_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_covid_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_covid_full_s4_specific_primary
+    - analyse_dataset_older_adults_covid_full_s5_specific_primary
+    - analyse_dataset_older_adults_covid_full_s6_specific_primary
+    - analyse_dataset_older_adults_covid_full_s7_specific_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_older_adults_2016_2017_sensitive.csv
-  
-  analyse_dataset_older_adults_ses_s1_sens:
-    run: r:latest analysis/ses_models.R older_adults season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_older_adults_s1_sens]
+        csv: output/results/collated/older_adults_covid_model_outputs_collated.csv
+
+  collate_overall_and_all_cause_model_outputs_tables_older_adults:
+    run: r:latest analysis/overall_and_all_cause_model_outputs_table_collation.R older_adults
+      older_adults
+    needs:
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s1_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s2_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s3_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s4_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s5_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s6_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s7_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s1_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s2_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s3_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s4_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s5_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s6_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s7_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s1_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s2_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s3_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s1_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s2_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s3_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s4_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s5_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s6_specific_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s7_specific_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ses_model_outputs_older_adults_2016_2017_sensitive.csv
+        csv: output/results/collated/older_adults_overall_and_all_cause_model_outputs_collated.csv
 
-  analyse_dataset_older_adults_hh_comp_s1_sens:
-    run: r:latest analysis/hh_comp_models.R older_adults season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_older_adults_s1_sens]
+  collate_rsv_sensitivity_model_outputs_tables_older_adults:
+    run: r:latest analysis/rsv_sensitivity_model_outputs_table_collation.R older_adults
+      older_adults
+    needs:
+    - analyse_dataset_older_adults_rsv_ethnicity_s1_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s2_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s3_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s4_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s5_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s6_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_s7_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_s1_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_s2_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_s3_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_s4_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_s5_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_s6_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_s7_sensitive_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s1_sensitive_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s2_sensitive_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s3_sensitive_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_rsv_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_rsv_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_rsv_full_s1_sensitive_primary
+    - analyse_dataset_older_adults_rsv_full_s2_sensitive_primary
+    - analyse_dataset_older_adults_rsv_full_s3_sensitive_primary
+    - analyse_dataset_older_adults_rsv_full_s4_sensitive_primary
+    - analyse_dataset_older_adults_rsv_full_s5_sensitive_primary
+    - analyse_dataset_older_adults_rsv_full_s6_sensitive_primary
+    - analyse_dataset_older_adults_rsv_full_s7_sensitive_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/hh_comp_model_outputs_older_adults_2016_2017_sensitive.csv
+        csv: output/results/collated/older_adults_rsv_sensitivity_model_outputs_collated.csv
 
-  generate_dataset_adults_s1_sens:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_adults_2016_2017_sensitive_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_adults_2016_2017.arrow
-      -- adults season1_start_date season1_end_date sensitive primary
+  collate_flu_sensitivity_model_outputs_tables_older_adults:
+    run: r:latest analysis/flu_sensitivity_model_outputs_table_collation.R older_adults
+      older_adults
+    needs:
+    - analyse_dataset_older_adults_flu_ethnicity_s1_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s2_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s3_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s4_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s5_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s6_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_s7_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_s1_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_s2_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_s3_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_s4_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_s5_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_s6_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_s7_sensitive_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s1_sensitive_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s2_sensitive_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s3_sensitive_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_flu_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_flu_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_flu_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_flu_full_s1_sensitive_primary
+    - analyse_dataset_older_adults_flu_full_s2_sensitive_primary
+    - analyse_dataset_older_adults_flu_full_s3_sensitive_primary
+    - analyse_dataset_older_adults_flu_full_s4_sensitive_primary
+    - analyse_dataset_older_adults_flu_full_s5_sensitive_primary
+    - analyse_dataset_older_adults_flu_full_s6_sensitive_primary
+    - analyse_dataset_older_adults_flu_full_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_adults_2016_2017_sensitive_primary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/older_adults_flu_sensitivity_model_outputs_collated.csv
 
-  process_dataset_adults_s1_sens:
-    run: r:latest analysis/data_processing.R adults season1_start_date season1_end_date sensitive primary
-    needs: [generate_dataset_adults_s1_sens, process_household_information_s1]
+  collate_covid_sensitivity_model_outputs_tables_older_adults:
+    run: r:latest analysis/covid_sensitivity_model_outputs_table_collation.R older_adults
+      older_adults
+    needs:
+    - analyse_dataset_older_adults_covid_ethnicity_s4_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_s5_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_s6_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_s7_sensitive_primary
+    - analyse_dataset_older_adults_covid_ses_s4_sensitive_primary
+    - analyse_dataset_older_adults_covid_ses_s5_sensitive_primary
+    - analyse_dataset_older_adults_covid_ses_s6_sensitive_primary
+    - analyse_dataset_older_adults_covid_ses_s7_sensitive_primary
+    - analyse_dataset_older_adults_covid_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_covid_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_covid_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_covid_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_covid_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_covid_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_covid_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_covid_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_covid_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_covid_full_s4_sensitive_primary
+    - analyse_dataset_older_adults_covid_full_s5_sensitive_primary
+    - analyse_dataset_older_adults_covid_full_s6_sensitive_primary
+    - analyse_dataset_older_adults_covid_full_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_adults_2016_2017_sensitive_primary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/older_adults_covid_sensitivity_model_outputs_collated.csv
 
-  describe_dataset_adults_s1_sens:
-    run: r:latest analysis/report.R adults season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_adults_s1_sens]
+  collate_overall_and_all_cause_sensitivity_model_outputs_tables_older_adults:
+    run: r:latest analysis/overall_and_all_cause_sensitivity_model_outputs_table_collation.R
+      older_adults older_adults
+    needs:
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s1_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s2_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s3_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s4_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s5_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s6_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_s7_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s1_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s2_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s3_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s4_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s5_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s6_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_s7_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s1_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s2_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s3_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s1_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s2_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s3_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s4_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s5_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s6_sensitive_primary
+    - analyse_dataset_older_adults_overall_and_all_cause_full_s7_sensitive_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_adults_2016_2017_sensitive.csv
+        csv: output/results/collated/older_adults_overall_and_all_cause_sensitivity_model_outputs_collated.csv
 
-  analyse_dataset_adults_ethnicity_s1_sens:
-    run: r:latest analysis/ethnicity_models.R adults season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_adults_s1_sens]
+  collate_flow_chart_tables_adults:
+    run: r:latest analysis/flow_chart_table_collation.R adults adults
+    needs:
+    - process_flow_chart_data_adults_s1
+    - process_flow_chart_data_adults_s2
+    - process_flow_chart_data_adults_s3
+    - process_flow_chart_data_adults_s4
+    - process_flow_chart_data_adults_s5
+    - process_flow_chart_data_adults_s6
+    - process_flow_chart_data_adults_s7
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_adults_2016_2017_sensitive.csv
+        csv: output/results/collated/adults_flow_chart_collated.csv
 
-  analyse_dataset_adults_ses_s1_sens:
-    run: r:latest analysis/ses_models.R adults season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_adults_s1_sens]
+  collate_table1_tables_adults:
+    run: r:latest analysis/table1_table_collation.R adults adults
+    needs:
+    - describe_dataset_adults_s1_specific_primary
+    - describe_dataset_adults_s2_specific_primary
+    - describe_dataset_adults_s3_specific_primary
+    - describe_dataset_adults_s4_specific_primary
+    - describe_dataset_adults_s5_specific_primary
+    - describe_dataset_adults_s6_specific_primary
+    - describe_dataset_adults_s7_specific_primary
+    - describe_dataset_adults_s1_sensitive_primary
+    - describe_dataset_adults_s2_sensitive_primary
+    - describe_dataset_adults_s3_sensitive_primary
+    - describe_dataset_adults_s4_sensitive_primary
+    - describe_dataset_adults_s5_sensitive_primary
+    - describe_dataset_adults_s6_sensitive_primary
+    - describe_dataset_adults_s7_sensitive_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ses_model_outputs_adults_2016_2017_sensitive.csv
+        csv: output/results/collated/adults_table1_collated.csv
 
-  analyse_dataset_adults_hh_comp_s1_sens:
-    run: r:latest analysis/hh_comp_models.R adults season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_adults_s1_sens]
+  collate_rates_tables_adults:
+    run: r:latest analysis/rates_table_collation.R adults adults
+    needs:
+    - process_dataset_adults_s1_specific_primary
+    - process_dataset_adults_s2_specific_primary
+    - process_dataset_adults_s3_specific_primary
+    - process_dataset_adults_s4_specific_primary
+    - process_dataset_adults_s5_specific_primary
+    - process_dataset_adults_s6_specific_primary
+    - process_dataset_adults_s7_specific_primary
+    - process_dataset_adults_s1_sensitive_primary
+    - process_dataset_adults_s2_sensitive_primary
+    - process_dataset_adults_s3_sensitive_primary
+    - process_dataset_adults_s4_sensitive_primary
+    - process_dataset_adults_s5_sensitive_primary
+    - process_dataset_adults_s6_sensitive_primary
+    - process_dataset_adults_s7_sensitive_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/hh_comp_model_outputs_adults_2016_2017_sensitive.csv
+        csv: output/results/collated/adults_rates_collated.csv
 
-  generate_dataset_children_and_adolescents_s1_sens:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_children_and_adolescents_2016_2017_sensitive_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2016_2017.arrow
-      -- children_and_adolescents season1_start_date season1_end_date sensitive primary
+  collate_rsv_model_outputs_tables_adults:
+    run: r:latest analysis/rsv_model_outputs_table_collation.R adults adults
+    needs:
+    - analyse_dataset_adults_rsv_ethnicity_s1_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_s2_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_s3_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_s4_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_s5_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_s6_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_s7_specific_primary
+    - analyse_dataset_adults_rsv_ses_s1_specific_primary
+    - analyse_dataset_adults_rsv_ses_s2_specific_primary
+    - analyse_dataset_adults_rsv_ses_s3_specific_primary
+    - analyse_dataset_adults_rsv_ses_s4_specific_primary
+    - analyse_dataset_adults_rsv_ses_s5_specific_primary
+    - analyse_dataset_adults_rsv_ses_s6_specific_primary
+    - analyse_dataset_adults_rsv_ses_s7_specific_primary
+    - analyse_dataset_adults_rsv_hh_comp_s1_specific_primary
+    - analyse_dataset_adults_rsv_hh_comp_s2_specific_primary
+    - analyse_dataset_adults_rsv_hh_comp_s3_specific_primary
+    - analyse_dataset_adults_rsv_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_rsv_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_rsv_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_rsv_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_rsv_full_s1_specific_primary
+    - analyse_dataset_adults_rsv_full_s2_specific_primary
+    - analyse_dataset_adults_rsv_full_s3_specific_primary
+    - analyse_dataset_adults_rsv_full_s4_specific_primary
+    - analyse_dataset_adults_rsv_full_s5_specific_primary
+    - analyse_dataset_adults_rsv_full_s6_specific_primary
+    - analyse_dataset_adults_rsv_full_s7_specific_primary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_children_and_adolescents_2016_2017_sensitive_primary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/adults_rsv_model_outputs_collated.csv
 
-  process_dataset_children_and_adolescents_s1_sens:
-    run: r:latest analysis/data_processing.R children_and_adolescents season1_start_date season1_end_date sensitive primary
-    needs: [generate_dataset_children_and_adolescents_s1_sens, process_household_information_s1]
+  collate_flu_model_outputs_tables_adults:
+    run: r:latest analysis/flu_model_outputs_table_collation.R adults adults
+    needs:
+    - analyse_dataset_adults_flu_ethnicity_s1_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_s2_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_s3_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_s4_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_s5_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_s6_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_s7_specific_primary
+    - analyse_dataset_adults_flu_ses_s1_specific_primary
+    - analyse_dataset_adults_flu_ses_s2_specific_primary
+    - analyse_dataset_adults_flu_ses_s3_specific_primary
+    - analyse_dataset_adults_flu_ses_s4_specific_primary
+    - analyse_dataset_adults_flu_ses_s5_specific_primary
+    - analyse_dataset_adults_flu_ses_s6_specific_primary
+    - analyse_dataset_adults_flu_ses_s7_specific_primary
+    - analyse_dataset_adults_flu_hh_comp_s1_specific_primary
+    - analyse_dataset_adults_flu_hh_comp_s2_specific_primary
+    - analyse_dataset_adults_flu_hh_comp_s3_specific_primary
+    - analyse_dataset_adults_flu_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_flu_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_flu_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_flu_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_flu_full_s1_specific_primary
+    - analyse_dataset_adults_flu_full_s2_specific_primary
+    - analyse_dataset_adults_flu_full_s3_specific_primary
+    - analyse_dataset_adults_flu_full_s4_specific_primary
+    - analyse_dataset_adults_flu_full_s5_specific_primary
+    - analyse_dataset_adults_flu_full_s6_specific_primary
+    - analyse_dataset_adults_flu_full_s7_specific_primary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_children_and_adolescents_2016_2017_sensitive_primary.arrow
+      moderately_sensitive:
+        glue("output/results/collated/{cohort}_flu_model_outputs_collated.csv"): output/results/collated/adults_flu_model_outputs_collated.csv
 
-  describe_dataset_children_and_adolescents_s1_sens:
-    run: r:latest analysis/report.R children_and_adolescents season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_children_and_adolescents_s1_sens]
+  collate_covid_model_outputs_tables_adults:
+    run: r:latest analysis/covid_model_outputs_table_collation.R adults adults
+    needs:
+    - analyse_dataset_adults_covid_ethnicity_s4_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_s5_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_s6_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_s7_specific_primary
+    - analyse_dataset_adults_covid_ses_s4_specific_primary
+    - analyse_dataset_adults_covid_ses_s5_specific_primary
+    - analyse_dataset_adults_covid_ses_s6_specific_primary
+    - analyse_dataset_adults_covid_ses_s7_specific_primary
+    - analyse_dataset_adults_covid_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_covid_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_covid_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_covid_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_covid_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_covid_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_covid_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_covid_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_covid_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_covid_full_s4_specific_primary
+    - analyse_dataset_adults_covid_full_s5_specific_primary
+    - analyse_dataset_adults_covid_full_s6_specific_primary
+    - analyse_dataset_adults_covid_full_s7_specific_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_children_and_adolescents_2016_2017_sensitive.csv
+        csv: output/results/collated/adults_covid_model_outputs_collated.csv
 
-  analyse_dataset_children_and_adolescents_ethnicity_s1_sens:
-    run: r:latest analysis/ethnicity_models.R children_and_adolescents season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_children_and_adolescents_s1_sens]
+  collate_overall_and_all_cause_model_outputs_tables_adults:
+    run: r:latest analysis/overall_and_all_cause_model_outputs_table_collation.R adults
+      adults
+    needs:
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s1_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s2_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s3_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s4_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s5_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s6_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s7_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s1_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s2_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s3_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s4_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s5_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s6_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s7_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s1_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s2_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s3_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s1_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s2_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s3_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s4_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s5_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s6_specific_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s7_specific_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_children_and_adolescents_2016_2017_sensitive.csv
+        csv: output/results/collated/adults_overall_and_all_cause_model_outputs_collated.csv
 
-  analyse_dataset_children_and_adolescents_ses_s1_sens:
-    run: r:latest analysis/ses_models.R children_and_adolescents season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_children_and_adolescents_s1_sens]
+  collate_rsv_sensitivity_model_outputs_tables_adults:
+    run: r:latest analysis/rsv_sensitivity_model_outputs_table_collation.R adults
+      adults
+    needs:
+    - analyse_dataset_adults_rsv_ethnicity_s1_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_s2_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_s3_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_s4_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_s5_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_s6_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_s7_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_s1_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_s2_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_s3_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_s4_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_s5_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_s6_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_s7_sensitive_primary
+    - analyse_dataset_adults_rsv_hh_comp_s1_sensitive_primary
+    - analyse_dataset_adults_rsv_hh_comp_s2_sensitive_primary
+    - analyse_dataset_adults_rsv_hh_comp_s3_sensitive_primary
+    - analyse_dataset_adults_rsv_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_rsv_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_rsv_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_rsv_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_rsv_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_rsv_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_rsv_full_s1_sensitive_primary
+    - analyse_dataset_adults_rsv_full_s2_sensitive_primary
+    - analyse_dataset_adults_rsv_full_s3_sensitive_primary
+    - analyse_dataset_adults_rsv_full_s4_sensitive_primary
+    - analyse_dataset_adults_rsv_full_s5_sensitive_primary
+    - analyse_dataset_adults_rsv_full_s6_sensitive_primary
+    - analyse_dataset_adults_rsv_full_s7_sensitive_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ses_model_outputs_children_and_adolescents_2016_2017_sensitive.csv
+        csv: output/results/collated/adults_rsv_sensitivity_model_outputs_collated.csv
 
-  analyse_dataset_children_and_adolescents_hh_comp_s1_sens:
-    run: r:latest analysis/hh_comp_models.R children_and_adolescents season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_children_and_adolescents_s1_sens]
+  collate_flu_sensitivity_model_outputs_tables_adults:
+    run: r:latest analysis/flu_sensitivity_model_outputs_table_collation.R adults
+      adults
+    needs:
+    - analyse_dataset_adults_flu_ethnicity_s1_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_s2_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_s3_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_s4_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_s5_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_s6_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_s7_sensitive_primary
+    - analyse_dataset_adults_flu_ses_s1_sensitive_primary
+    - analyse_dataset_adults_flu_ses_s2_sensitive_primary
+    - analyse_dataset_adults_flu_ses_s3_sensitive_primary
+    - analyse_dataset_adults_flu_ses_s4_sensitive_primary
+    - analyse_dataset_adults_flu_ses_s5_sensitive_primary
+    - analyse_dataset_adults_flu_ses_s6_sensitive_primary
+    - analyse_dataset_adults_flu_ses_s7_sensitive_primary
+    - analyse_dataset_adults_flu_hh_comp_s1_sensitive_primary
+    - analyse_dataset_adults_flu_hh_comp_s2_sensitive_primary
+    - analyse_dataset_adults_flu_hh_comp_s3_sensitive_primary
+    - analyse_dataset_adults_flu_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_flu_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_flu_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_flu_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_flu_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_flu_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_flu_full_s1_sensitive_primary
+    - analyse_dataset_adults_flu_full_s2_sensitive_primary
+    - analyse_dataset_adults_flu_full_s3_sensitive_primary
+    - analyse_dataset_adults_flu_full_s4_sensitive_primary
+    - analyse_dataset_adults_flu_full_s5_sensitive_primary
+    - analyse_dataset_adults_flu_full_s6_sensitive_primary
+    - analyse_dataset_adults_flu_full_s7_sensitive_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/hh_comp_model_outputs_children_and_adolescents_2016_2017_sensitive.csv
+        csv: output/results/collated/adults_flu_sensitivity_model_outputs_collated.csv
 
-  generate_dataset_infants_s1_sens:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_infants_2016_2017_sensitive_primary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_infants_2016_2017.arrow
-      -- infants season1_start_date season1_end_date sensitive primary
+  collate_covid_sensitivity_model_outputs_tables_adults:
+    run: r:latest analysis/covid_sensitivity_model_outputs_table_collation.R adults
+      adults
+    needs:
+    - analyse_dataset_adults_covid_ethnicity_s4_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_s5_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_s6_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_s7_sensitive_primary
+    - analyse_dataset_adults_covid_ses_s4_sensitive_primary
+    - analyse_dataset_adults_covid_ses_s5_sensitive_primary
+    - analyse_dataset_adults_covid_ses_s6_sensitive_primary
+    - analyse_dataset_adults_covid_ses_s7_sensitive_primary
+    - analyse_dataset_adults_covid_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_covid_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_covid_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_covid_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_covid_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_covid_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_covid_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_covid_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_covid_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_covid_full_s4_sensitive_primary
+    - analyse_dataset_adults_covid_full_s5_sensitive_primary
+    - analyse_dataset_adults_covid_full_s6_sensitive_primary
+    - analyse_dataset_adults_covid_full_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_infants_2016_2017_sensitive_primary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/adults_covid_sensitivity_model_outputs_collated.csv
 
-  process_dataset_infants_s1_sens:
-    run: r:latest analysis/data_processing.R infants season1_start_date season1_end_date sensitive primary
-    needs: [generate_dataset_infants_s1_sens, process_household_information_s1]
+  collate_overall_and_all_cause_sensitivity_model_outputs_tables_adults:
+    run: r:latest analysis/overall_and_all_cause_sensitivity_model_outputs_table_collation.R
+      adults adults
+    needs:
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s1_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s2_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s3_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s4_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s5_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s6_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_s7_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s1_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s2_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s3_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s4_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s5_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s6_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_s7_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s1_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s2_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s3_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s1_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s2_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s3_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s4_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s5_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s6_sensitive_primary
+    - analyse_dataset_adults_overall_and_all_cause_full_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_infants_2016_2017_sensitive_primary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/adults_overall_and_all_cause_sensitivity_model_outputs_collated.csv
 
-  describe_dataset_infants_s1_sens:
-    run: r:latest analysis/report.R infants season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_infants_s1_sens]
+  collate_flow_chart_tables_children_and_adolescents:
+    run: r:latest analysis/flow_chart_table_collation.R children_and_adolescents children_and_adolescents
+    needs:
+    - process_flow_chart_data_children_and_adolescents_s1
+    - process_flow_chart_data_children_and_adolescents_s2
+    - process_flow_chart_data_children_and_adolescents_s3
+    - process_flow_chart_data_children_and_adolescents_s4
+    - process_flow_chart_data_children_and_adolescents_s5
+    - process_flow_chart_data_children_and_adolescents_s6
+    - process_flow_chart_data_children_and_adolescents_s7
     outputs:
       moderately_sensitive:
-        csv: output/results/rates/rates_infants_2016_2017_sensitive.csv
+        csv: output/results/collated/children_and_adolescents_flow_chart_collated.csv
 
-  analyse_dataset_infants_ethnicity_s1_sens:
-    run: r:latest analysis/ethnicity_models.R infants season1_start_date season1_end_date sensitive primary
-    needs: [process_dataset_infants_s1_sens]
+  collate_table1_tables_children_and_adolescents:
+    run: r:latest analysis/table1_table_collation.R children_and_adolescents children_and_adolescents
+    needs:
+    - describe_dataset_children_and_adolescents_s1_specific_primary
+    - describe_dataset_children_and_adolescents_s2_specific_primary
+    - describe_dataset_children_and_adolescents_s3_specific_primary
+    - describe_dataset_children_and_adolescents_s4_specific_primary
+    - describe_dataset_children_and_adolescents_s5_specific_primary
+    - describe_dataset_children_and_adolescents_s6_specific_primary
+    - describe_dataset_children_and_adolescents_s7_specific_primary
+    - describe_dataset_children_and_adolescents_s1_sensitive_primary
+    - describe_dataset_children_and_adolescents_s2_sensitive_primary
+    - describe_dataset_children_and_adolescents_s3_sensitive_primary
+    - describe_dataset_children_and_adolescents_s4_sensitive_primary
+    - describe_dataset_children_and_adolescents_s5_sensitive_primary
+    - describe_dataset_children_and_adolescents_s6_sensitive_primary
+    - describe_dataset_children_and_adolescents_s7_sensitive_primary
     outputs:
       moderately_sensitive:
-        csv: output/results/models/ethnicity_model_outputs_infants_2016_2017_sensitive.csv
+        csv: output/results/collated/children_and_adolescents_table1_collated.csv
 
-### secondary analysis
+  collate_rates_tables_children_and_adolescents:
+    run: r:latest analysis/rates_table_collation.R children_and_adolescents children_and_adolescents
+    needs:
+    - process_dataset_children_and_adolescents_s1_specific_primary
+    - process_dataset_children_and_adolescents_s2_specific_primary
+    - process_dataset_children_and_adolescents_s3_specific_primary
+    - process_dataset_children_and_adolescents_s4_specific_primary
+    - process_dataset_children_and_adolescents_s5_specific_primary
+    - process_dataset_children_and_adolescents_s6_specific_primary
+    - process_dataset_children_and_adolescents_s7_specific_primary
+    - process_dataset_children_and_adolescents_s1_sensitive_primary
+    - process_dataset_children_and_adolescents_s2_sensitive_primary
+    - process_dataset_children_and_adolescents_s3_sensitive_primary
+    - process_dataset_children_and_adolescents_s4_sensitive_primary
+    - process_dataset_children_and_adolescents_s5_sensitive_primary
+    - process_dataset_children_and_adolescents_s6_sensitive_primary
+    - process_dataset_children_and_adolescents_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/collated/children_and_adolescents_rates_collated.csv
 
-##  season 1 (2016/17)
+  collate_rsv_model_outputs_tables_children_and_adolescents:
+    run: r:latest analysis/rsv_model_outputs_table_collation.R children_and_adolescents
+      children_and_adolescents
+    needs:
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/collated/children_and_adolescents_rsv_model_outputs_collated.csv
 
-  generate_dataset_older_adults_s1_sens_sec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_older_adults_2016_2017_sensitive_secondary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_older_adults_2016_2017.arrow
-      -- older_adults season1_start_date season1_end_date sensitive secondary
+  collate_flu_model_outputs_tables_children_and_adolescents:
+    run: r:latest analysis/flu_model_outputs_table_collation.R children_and_adolescents
+      children_and_adolescents
+    needs:
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s7_specific_primary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_older_adults_2016_2017_sensitive_secondary.arrow
+      moderately_sensitive:
+        glue("output/results/collated/{cohort}_flu_model_outputs_collated.csv"): output/results/collated/children_and_adolescents_flu_model_outputs_collated.csv
 
-  process_dataset_older_adults_s1_sens_sec:
-    run: r:latest analysis/data_processing.R older_adults season1_start_date season1_end_date sensitive secondary
-    needs: [generate_dataset_older_adults_s1_sens_sec, process_household_information_s1]
+  collate_covid_model_outputs_tables_children_and_adolescents:
+    run: r:latest analysis/covid_model_outputs_table_collation.R children_and_adolescents
+      children_and_adolescents
+    needs:
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_full_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_full_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_full_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_covid_full_s7_specific_primary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_older_adults_2016_2017_sensitive_secondary.arrow
-  
-  generate_dataset_adults_s1_sens_sec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_adults_2016_2017_sensitive_secondary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_adults_2016_2017.arrow
-      -- adults season1_start_date season1_end_date sensitive secondary
+      moderately_sensitive:
+        csv: output/results/collated/children_and_adolescents_covid_model_outputs_collated.csv
+
+  collate_overall_and_all_cause_model_outputs_tables_children_and_adolescents:
+    run: r:latest analysis/overall_and_all_cause_model_outputs_table_collation.R children_and_adolescents
+      children_and_adolescents
+    needs:
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s1_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s2_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s3_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s4_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s5_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s6_specific_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s7_specific_primary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_adults_2016_2017_sensitive_secondary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/children_and_adolescents_overall_and_all_cause_model_outputs_collated.csv
 
-  process_dataset_adults_s1_sens_sec:
-    run: r:latest analysis/data_processing.R adults season1_start_date season1_end_date sensitive secondary
-    needs: [generate_dataset_adults_s1_sens_sec, process_household_information_s1]
+  collate_rsv_sensitivity_model_outputs_tables_children_and_adolescents:
+    run: r:latest analysis/rsv_sensitivity_model_outputs_table_collation.R children_and_adolescents
+      children_and_adolescents
+    needs:
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_rsv_full_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_adults_2016_2017_sensitive_secondary.arrow
-  
-  generate_dataset_children_and_adolescents_s1_sens_sec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_children_and_adolescents_2016_2017_sensitive_secondary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_children_and_adolescents_2016_2017.arrow
-      -- children_and_adolescents season1_start_date season1_end_date sensitive secondary
+      moderately_sensitive:
+        csv: output/results/collated/children_and_adolescents_rsv_sensitivity_model_outputs_collated.csv
+
+  collate_flu_sensitivity_model_outputs_tables_children_and_adolescents:
+    run: r:latest analysis/flu_sensitivity_model_outputs_table_collation.R children_and_adolescents
+      children_and_adolescents
+    needs:
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_flu_full_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_children_and_adolescents_2016_2017_sensitive_secondary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/children_and_adolescents_flu_sensitivity_model_outputs_collated.csv
 
-  process_dataset_children_and_adolescents_s1_sens_sec:
-    run: r:latest analysis/data_processing.R children_and_adolescents season1_start_date season1_end_date sensitive secondary
-    needs: [generate_dataset_children_and_adolescents_s1_sens_sec, process_household_information_s1]
+  collate_covid_sensitivity_model_outputs_tables_children_and_adolescents:
+    run: r:latest analysis/covid_sensitivity_model_outputs_table_collation.R children_and_adolescents
+      children_and_adolescents
+    needs:
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_full_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_full_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_full_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_covid_full_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_children_and_adolescents_2016_2017_sensitive_secondary.arrow
-  
-  generate_dataset_infants_s1_sens_sec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_infants_2016_2017_sensitive_secondary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_infants_2016_2017.arrow
-      -- infants season1_start_date season1_end_date sensitive secondary
+      moderately_sensitive:
+        csv: output/results/collated/children_and_adolescents_covid_sensitivity_model_outputs_collated.csv
+
+  collate_overall_and_all_cause_sensitivity_model_outputs_tables_children_and_adolescents:
+    run: r:latest analysis/overall_and_all_cause_sensitivity_model_outputs_table_collation.R
+      children_and_adolescents children_and_adolescents
+    needs:
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s1_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s2_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s3_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s4_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s5_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s6_sensitive_primary
+    - analyse_dataset_children_and_adolescents_overall_and_all_cause_full_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_infants_2016_2017_sensitive_secondary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/children_and_adolescents_overall_and_all_cause_sensitivity_model_outputs_collated.csv
 
-  process_dataset_infants_s1_sens_sec:
-    run: r:latest analysis/data_processing.R infants season1_start_date season1_end_date sensitive secondary
-    needs: [generate_dataset_infants_s1_sens_sec, process_household_information_s1]
+  collate_flow_chart_tables_infants:
+    run: r:latest analysis/flow_chart_table_collation.R infants infants
+    needs:
+    - process_flow_chart_data_infants_s1
+    - process_flow_chart_data_infants_s2
+    - process_flow_chart_data_infants_s3
+    - process_flow_chart_data_infants_s4
+    - process_flow_chart_data_infants_s5
+    - process_flow_chart_data_infants_s6
+    - process_flow_chart_data_infants_s7
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_infants_2016_2017_sensitive_secondary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/infants_flow_chart_collated.csv
 
-##  season 7 (2022/23)
+  collate_table1_tables_infants:
+    run: r:latest analysis/table1_table_collation.R infants infants
+    needs:
+    - describe_dataset_infants_s1_specific_primary
+    - describe_dataset_infants_s2_specific_primary
+    - describe_dataset_infants_s3_specific_primary
+    - describe_dataset_infants_s4_specific_primary
+    - describe_dataset_infants_s5_specific_primary
+    - describe_dataset_infants_s6_specific_primary
+    - describe_dataset_infants_s7_specific_primary
+    - describe_dataset_infants_s1_sensitive_primary
+    - describe_dataset_infants_s2_sensitive_primary
+    - describe_dataset_infants_s3_sensitive_primary
+    - describe_dataset_infants_s4_sensitive_primary
+    - describe_dataset_infants_s5_sensitive_primary
+    - describe_dataset_infants_s6_sensitive_primary
+    - describe_dataset_infants_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/collated/infants_table1_collated.csv
 
-  generate_dataset_adults_s7_sens_sec:
-    run: >
-      ehrql:v1 generate-dataset analysis/dataset_definition.py
-      --output output/data/input_adults_2022_2023_sensitive_secondary.arrow
-      --dummy-data-file analysis/dummydata/dummyextract_adults_2022_2023.arrow
-      -- adults season7_start_date season7_end_date sensitive secondary
+  collate_rates_tables_infants:
+    run: r:latest analysis/rates_table_collation.R infants infants
+    needs:
+    - process_dataset_infants_s1_specific_primary
+    - process_dataset_infants_s2_specific_primary
+    - process_dataset_infants_s3_specific_primary
+    - process_dataset_infants_s4_specific_primary
+    - process_dataset_infants_s5_specific_primary
+    - process_dataset_infants_s6_specific_primary
+    - process_dataset_infants_s7_specific_primary
+    - process_dataset_infants_s1_sensitive_primary
+    - process_dataset_infants_s2_sensitive_primary
+    - process_dataset_infants_s3_sensitive_primary
+    - process_dataset_infants_s4_sensitive_primary
+    - process_dataset_infants_s5_sensitive_primary
+    - process_dataset_infants_s6_sensitive_primary
+    - process_dataset_infants_s7_sensitive_primary
     outputs:
-      highly_sensitive:
-        dataset: output/data/input_adults_2022_2023_sensitive_secondary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/infants_rates_collated.csv
 
-  process_dataset_adults_s7_sens_sec:
-    run: r:latest analysis/data_processing.R adults season7_start_date season7_end_date sensitive secondary
-    needs: [generate_dataset_adults_s7_sens_sec, process_household_information_s7]
+  collate_rsv_model_outputs_tables_infants:
+    run: r:latest analysis/rsv_model_outputs_table_collation.R infants infants
+    needs:
+    - analyse_dataset_infants_rsv_ethnicity_s1_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_s2_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_s3_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_s4_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_s5_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_s6_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_s7_specific_primary
+    - analyse_dataset_infants_rsv_ses_s1_specific_primary
+    - analyse_dataset_infants_rsv_ses_s2_specific_primary
+    - analyse_dataset_infants_rsv_ses_s3_specific_primary
+    - analyse_dataset_infants_rsv_ses_s4_specific_primary
+    - analyse_dataset_infants_rsv_ses_s5_specific_primary
+    - analyse_dataset_infants_rsv_ses_s6_specific_primary
+    - analyse_dataset_infants_rsv_ses_s7_specific_primary
+    - analyse_dataset_infants_rsv_hh_comp_s1_specific_primary
+    - analyse_dataset_infants_rsv_hh_comp_s2_specific_primary
+    - analyse_dataset_infants_rsv_hh_comp_s3_specific_primary
+    - analyse_dataset_infants_rsv_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_rsv_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_rsv_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_rsv_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_rsv_full_s1_specific_primary
+    - analyse_dataset_infants_rsv_full_s2_specific_primary
+    - analyse_dataset_infants_rsv_full_s3_specific_primary
+    - analyse_dataset_infants_rsv_full_s4_specific_primary
+    - analyse_dataset_infants_rsv_full_s5_specific_primary
+    - analyse_dataset_infants_rsv_full_s6_specific_primary
+    - analyse_dataset_infants_rsv_full_s7_specific_primary
     outputs:
-      highly_sensitive:
-        cohort: output/data/input_processed_adults_2022_2023_sensitive_secondary.arrow
+      moderately_sensitive:
+        csv: output/results/collated/infants_rsv_model_outputs_collated.csv
 
-## season 1 (2016/17) - cohort description 
+  collate_flu_model_outputs_tables_infants:
+    run: r:latest analysis/flu_model_outputs_table_collation.R infants infants
+    needs:
+    - analyse_dataset_infants_flu_ethnicity_s1_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_s2_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_s3_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_s4_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_s5_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_s6_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_s7_specific_primary
+    - analyse_dataset_infants_flu_ses_s1_specific_primary
+    - analyse_dataset_infants_flu_ses_s2_specific_primary
+    - analyse_dataset_infants_flu_ses_s3_specific_primary
+    - analyse_dataset_infants_flu_ses_s4_specific_primary
+    - analyse_dataset_infants_flu_ses_s5_specific_primary
+    - analyse_dataset_infants_flu_ses_s6_specific_primary
+    - analyse_dataset_infants_flu_ses_s7_specific_primary
+    - analyse_dataset_infants_flu_hh_comp_s1_specific_primary
+    - analyse_dataset_infants_flu_hh_comp_s2_specific_primary
+    - analyse_dataset_infants_flu_hh_comp_s3_specific_primary
+    - analyse_dataset_infants_flu_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_flu_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_flu_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_flu_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_flu_full_s1_specific_primary
+    - analyse_dataset_infants_flu_full_s2_specific_primary
+    - analyse_dataset_infants_flu_full_s3_specific_primary
+    - analyse_dataset_infants_flu_full_s4_specific_primary
+    - analyse_dataset_infants_flu_full_s5_specific_primary
+    - analyse_dataset_infants_flu_full_s6_specific_primary
+    - analyse_dataset_infants_flu_full_s7_specific_primary
+    outputs:
+      moderately_sensitive:
+        glue("output/results/collated/{cohort}_flu_model_outputs_collated.csv"): output/results/collated/infants_flu_model_outputs_collated.csv
 
-  describe_cohort_older_adults_s1:
-    run: r:latest analysis/cohort_description.R older_adults season1_start_date season1_end_date sensitive secondary
-    needs: [process_dataset_older_adults_s1_sens_sec]
+  collate_covid_model_outputs_tables_infants:
+    run: r:latest analysis/covid_model_outputs_table_collation.R infants infants
+    needs:
+    - analyse_dataset_infants_covid_ethnicity_s4_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_s5_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_s6_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_s7_specific_primary
+    - analyse_dataset_infants_covid_ses_s4_specific_primary
+    - analyse_dataset_infants_covid_ses_s5_specific_primary
+    - analyse_dataset_infants_covid_ses_s6_specific_primary
+    - analyse_dataset_infants_covid_ses_s7_specific_primary
+    - analyse_dataset_infants_covid_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_covid_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_covid_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_covid_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_covid_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_covid_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_covid_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_covid_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_covid_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_covid_full_s4_specific_primary
+    - analyse_dataset_infants_covid_full_s5_specific_primary
+    - analyse_dataset_infants_covid_full_s6_specific_primary
+    - analyse_dataset_infants_covid_full_s7_specific_primary
     outputs:
       moderately_sensitive:
-        csv: output/table1/table1_older_adults_2016_2017.csv
+        csv: output/results/collated/infants_covid_model_outputs_collated.csv
 
-  describe_cohort_adults_s1:
-    run: r:latest analysis/cohort_description.R adults season1_start_date season1_end_date sensitive secondary
-    needs: [process_dataset_adults_s1_sens_sec]
+  collate_overall_and_all_cause_model_outputs_tables_infants:
+    run: r:latest analysis/overall_and_all_cause_model_outputs_table_collation.R infants
+      infants
+    needs:
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s1_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s2_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s3_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s4_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s5_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s6_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s7_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s1_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s2_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s3_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s4_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s5_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s6_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s7_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s1_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s2_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s3_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s1_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s2_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s3_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s4_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s5_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s6_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s7_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s1_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s2_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s3_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s1_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s2_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s3_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s4_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s5_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s6_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s7_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s1_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s2_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s3_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s4_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s5_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s6_specific_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s7_specific_primary
     outputs:
       moderately_sensitive:
-        csv: output/table1/table1_adults_2016_2017.csv
+        csv: output/results/collated/infants_overall_and_all_cause_model_outputs_collated.csv
 
-  describe_cohort_children_and_adolescents_s1:
-    run: r:latest analysis/cohort_description.R children_and_adolescents season1_start_date season1_end_date sensitive secondary
-    needs: [process_dataset_children_and_adolescents_s1_sens_sec]
+  collate_rsv_sensitivity_model_outputs_tables_infants:
+    run: r:latest analysis/rsv_sensitivity_model_outputs_table_collation.R infants
+      infants
+    needs:
+    - analyse_dataset_infants_rsv_ethnicity_s1_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_s2_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_s3_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_s4_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_s5_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_s6_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_s7_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_s1_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_s2_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_s3_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_s4_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_s5_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_s6_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_s7_sensitive_primary
+    - analyse_dataset_infants_rsv_hh_comp_s1_sensitive_primary
+    - analyse_dataset_infants_rsv_hh_comp_s2_sensitive_primary
+    - analyse_dataset_infants_rsv_hh_comp_s3_sensitive_primary
+    - analyse_dataset_infants_rsv_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_rsv_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_rsv_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_rsv_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_rsv_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_rsv_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_rsv_full_s1_sensitive_primary
+    - analyse_dataset_infants_rsv_full_s2_sensitive_primary
+    - analyse_dataset_infants_rsv_full_s3_sensitive_primary
+    - analyse_dataset_infants_rsv_full_s4_sensitive_primary
+    - analyse_dataset_infants_rsv_full_s5_sensitive_primary
+    - analyse_dataset_infants_rsv_full_s6_sensitive_primary
+    - analyse_dataset_infants_rsv_full_s7_sensitive_primary
     outputs:
       moderately_sensitive:
-        csv: output/table1/table1_children_and_adolescents_2016_2017.csv
+        csv: output/results/collated/infants_rsv_sensitivity_model_outputs_collated.csv
 
-  describe_cohort_infants_s1:
-    run: r:latest analysis/cohort_description.R infants season1_start_date season1_end_date sensitive secondary
-    needs: [process_dataset_infants_s1_sens_sec]
+  collate_flu_sensitivity_model_outputs_tables_infants:
+    run: r:latest analysis/flu_sensitivity_model_outputs_table_collation.R infants
+      infants
+    needs:
+    - analyse_dataset_infants_flu_ethnicity_s1_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_s2_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_s3_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_s4_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_s5_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_s6_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_s7_sensitive_primary
+    - analyse_dataset_infants_flu_ses_s1_sensitive_primary
+    - analyse_dataset_infants_flu_ses_s2_sensitive_primary
+    - analyse_dataset_infants_flu_ses_s3_sensitive_primary
+    - analyse_dataset_infants_flu_ses_s4_sensitive_primary
+    - analyse_dataset_infants_flu_ses_s5_sensitive_primary
+    - analyse_dataset_infants_flu_ses_s6_sensitive_primary
+    - analyse_dataset_infants_flu_ses_s7_sensitive_primary
+    - analyse_dataset_infants_flu_hh_comp_s1_sensitive_primary
+    - analyse_dataset_infants_flu_hh_comp_s2_sensitive_primary
+    - analyse_dataset_infants_flu_hh_comp_s3_sensitive_primary
+    - analyse_dataset_infants_flu_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_flu_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_flu_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_flu_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_flu_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_flu_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_flu_full_s1_sensitive_primary
+    - analyse_dataset_infants_flu_full_s2_sensitive_primary
+    - analyse_dataset_infants_flu_full_s3_sensitive_primary
+    - analyse_dataset_infants_flu_full_s4_sensitive_primary
+    - analyse_dataset_infants_flu_full_s5_sensitive_primary
+    - analyse_dataset_infants_flu_full_s6_sensitive_primary
+    - analyse_dataset_infants_flu_full_s7_sensitive_primary
     outputs:
       moderately_sensitive:
-        csv: output/table1/table1_infants_2016_2017.csv
+        csv: output/results/collated/infants_flu_sensitivity_model_outputs_collated.csv
 
-## season 7 (2022/23) - cohort description 
+  collate_covid_sensitivity_model_outputs_tables_infants:
+    run: r:latest analysis/covid_sensitivity_model_outputs_table_collation.R infants
+      infants
+    needs:
+    - analyse_dataset_infants_covid_ethnicity_s4_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_s5_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_s6_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_s7_sensitive_primary
+    - analyse_dataset_infants_covid_ses_s4_sensitive_primary
+    - analyse_dataset_infants_covid_ses_s5_sensitive_primary
+    - analyse_dataset_infants_covid_ses_s6_sensitive_primary
+    - analyse_dataset_infants_covid_ses_s7_sensitive_primary
+    - analyse_dataset_infants_covid_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_covid_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_covid_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_covid_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_covid_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_covid_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_covid_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_covid_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_covid_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_covid_full_s4_sensitive_primary
+    - analyse_dataset_infants_covid_full_s5_sensitive_primary
+    - analyse_dataset_infants_covid_full_s6_sensitive_primary
+    - analyse_dataset_infants_covid_full_s7_sensitive_primary
+    outputs:
+      moderately_sensitive:
+        csv: output/results/collated/infants_covid_sensitivity_model_outputs_collated.csv
 
-  describe_cohort_adults_s7:
-    run: r:latest analysis/cohort_description.R adults season7_start_date season7_end_date sensitive secondary
-    needs: [process_dataset_adults_s7_sens_sec]
+  collate_overall_and_all_cause_sensitivity_model_outputs_tables_infants:
+    run: r:latest analysis/overall_and_all_cause_sensitivity_model_outputs_table_collation.R
+      infants infants
+    needs:
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s1_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s2_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s3_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s4_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s5_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s6_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_s7_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s1_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s2_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s3_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s4_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s5_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s6_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_s7_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s1_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s2_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s3_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s1_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s2_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s3_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s4_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s5_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s6_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_ses_s7_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s1_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s2_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s3_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ethnicity_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s1_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s2_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s3_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s4_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s5_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s6_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_ses_hh_comp_s7_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s1_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s2_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s3_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s4_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s5_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s6_sensitive_primary
+    - analyse_dataset_infants_overall_and_all_cause_full_s7_sensitive_primary
     outputs:
       moderately_sensitive:
-        csv: output/table1/table1_adults_2022_2023.csv
+        csv: output/results/collated/infants_overall_and_all_cause_sensitivity_model_outputs_collated.csv
+
+  ## # # # # # # # # # # # # # # # # # # # 
+  ## End 
+  ## # # # # # # # # # # # # # # # # # # # 
+