diff --git a/mesmerize_core/caiman_extensions/cnmf.py b/mesmerize_core/caiman_extensions/cnmf.py
index d3a4985..469fc4d 100644
--- a/mesmerize_core/caiman_extensions/cnmf.py
+++ b/mesmerize_core/caiman_extensions/cnmf.py
@@ -315,7 +315,11 @@ def get_contours(
     @_component_indices_parser
     @cnmf_cache.use_cache
     def get_temporal(
-        self, component_indices: Union[np.ndarray, str] = None, add_background: bool = False, return_copy=True
+        self,
+        component_indices: Union[np.ndarray, str] = None,
+        add_background: bool = False,
+        add_residuals: bool = False,
+        return_copy=True
     ) -> np.ndarray:
         """
         Get the temporal components for this CNMF item, basically ``CNMF.estimates.C``
@@ -329,8 +333,11 @@ def get_temporal(
             | if ``"bad"`` uses bad components, i.e. ``Estimates.idx_components_bad``
             | if ``np.ndarray``, uses the indices in the provided array
 
-        add_background: bool
-            if ``True``, add the temporal background, ``cnmf.estimates.C + cnmf.estimates.f``
+        add_background: bool, default False
+            if ``True``, add the temporal background, adds ``cnmf.estimates.f``
+
+        add_residuals: bool, default False
+            if ``True``, add residuals, i.e. ``cnmf.estimates.YrA``
 
         return_copy: bool
             | if ``True`` returns a copy of the cached value in memory.
@@ -369,10 +376,14 @@ def get_temporal(
         C = cnmf_obj.estimates.C[component_indices]
         f = cnmf_obj.estimates.f
 
+        temporal = C
+
         if add_background:
-            return C + f
-        else:
-            return C
+            temporal += f
+        elif add_residuals:
+            temporal += cnmf_obj.estimates.YrA
+
+        return temporal
 
     @validate("cnmf")
     @_component_indices_parser
diff --git a/mesmerize_core/caiman_extensions/common.py b/mesmerize_core/caiman_extensions/common.py
index 3cada53..c514329 100644
--- a/mesmerize_core/caiman_extensions/common.py
+++ b/mesmerize_core/caiman_extensions/common.py
@@ -245,7 +245,6 @@ def remove_item(self, index: Union[int, str, UUID], remove_data: bool = True, sa
         # Save new df to disc
         self._df.to_pickle(self._df.paths.get_batch_path())
 
-    @warning_experimental("This feature is new and the might improve in the future")
     def get_params_diffs(self, algo: str, item_name: str) -> pd.DataFrame:
         """
         Get the parameters that differ for a given `item_name` run with a given `algo`