Update hospitalisation_prediction_uti.ipynb

opensafely · Mar 13, 2024 · f7e5f66 · f7e5f66
1 parent 3f15847
commit f7e5f66
Showing 1 changed file with 12 additions and 1 deletion.
diff --git a/analysis/hospitalisation_prediction_uti.ipynb b/analysis/hospitalisation_prediction_uti.ipynb
@@ -2161,7 +2161,18 @@
     "    # calculate c-statistics\n",
     "    cox_output(cph_uti_no_abs_incdt, 'uti', 'no_abs_incdt', data_uti_no_abs_incdt_train, data_uti_no_abs_incdt_test, 'event_uti_admitted', 'duration_uti_admitted', '../output/hospitalisation_prediction_uti/')\n",
     "except:\n",
-    "    print(\"\\nerror_4: an error occurred in calculating c-stats of validation dataset and/or printing outputs.\")"
+    "    print(\"\\nerror_4: an error occurred in calculating c-stats of validation dataset and/or printing outputs.\")\n",
+    "\n",
+    "\n",
+    "\n",
+    "# Access the Baseline Hazard\n",
+    "baseline_hazard = cph.baseline_hazard_\n",
+    "\n",
+    "# Calculate Baseline Hazard at Specific Time (day 30)\n",
+    "baseline_hazard_at_day_30 = baseline_hazard.loc[30]\n",
+    "\n",
+    "# Print the Baseline Hazard at day 30\n",
+    "print(\"Baseline Hazard at Day 30:\", baseline_hazard_at_day_30)\n"
    ]
   },
   {