Update data_generation_icu_modify.py

data_generation_icu_modify.py

@@ -388,7 +388,7 @@ class Generator():
 
         for hid in self.hids:
             grp=self.data[self.data['stay_id']==hid]
-            dataDic[hid]={'Cond':{},'Proc':{},'Med':{},'Out':{},'Chart':{},'ethnicity':grp['ethnicity'].iloc[0],'age':int(grp['Age']),'gender':grp['gender'].iloc[0],'label':int(grp['label'])}
+            dataDic[hid]={'Cond':{},'Proc':{},'Med':{},'Out':{},'Chart':{},'ethnicity':grp['ethnicity'].iloc[0],'age':int(grp['Age']),'gender':grp['gender'].iloc[0],'label':int(grp['label']),'insurance':grp['insurance'].iloc[0]}
             
 
         for hid in tqdm(self.hids):