chore(results): code table formatting

Author: TomMonks

notebooks/04_results/02_stroke/00_model_comparison.ipynb

@@ -68,26 +68,24 @@
     "\n",
     "The final code files from stage 1 and stage 2 (our internal replication) for the stroke capacity planning model have some substantial differences.  The table below summarises the difference in implementation. Notable differences included an additional `PatientType` class in the stage 2 model; and a six-fold difference in the number of member attributes of the `Experiment` class.  This latter result is somewhat misleading as the same number of model parameters are settable in both models.  The difference is due to the stage 2 generated code making use of a different data structure (we discuss this below regarding difference in the the setup and use of models). \n",
     "\n",
-    "Disregarding comments, documentation and the `streamlit` interface, stage 1 generated a `simpy` model consisting of 436 line of code and stage 2 generated 531 lines of code.  Both models passed the same batch of 34 verification tests.\n",
-    "\n",
-    "\n",
-    "**To-do**: discuss interface code - this is currently not included in code totals or discussion above.\n",
-    "\n",
-    "**To-do** Add table describing differences in classes and functions. Generated by an LLM - I think this needs checking!"
+    "Disregarding comments, documentation and the `streamlit` interface, stage 1 generated a `simpy` model consisting of 436 line of code and stage 2 generated 531 lines of code.  Both models passed the same batch of 34 verification tests.\n"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "12779a73-5c26-4713-b4a7-20db0fd795dd",
    "metadata": {},
    "source": [
-    "| Component | Attributes Stage 1 (Stage 2)| Methods/Functions Stage 1 (Stage 2) |\n",
-    "|------------|-----------------------------|--------------------|\n",
-    "| Experiment class | 36(5) | 3(5) |\n",
-    "| Patient Type class | N/A(6) | N/A(3) |\n",
-    "| Acute Stroke Unit model logic class | 5(7) | 6(7) |\n",
-    "| Rehabilitation Unit model logic class | 6(18) | 7(9) |\n",
-    "| Functions (excluding classes) | N/A | 11(10) |"
+    "\n",
+    "| Component | Number of Attributes (Stage 1) | Number of Attributes (Stage 2) | Number of Methods/Functions (Stage 1) | Number of Methods/Functions (Stage 2) |\n",
+    "|-----------|--------------------------------|--------------------------------|---------------------------------------|---------------------------------------|\n",
+    "| `Experiment` class | 36 | 5 | 3 | 5 |\n",
+    "| `PatientType` class | N/A | 6 | N/A | 3 |\n",
+    "| `AcuteStrokeUnit` model logic class | 5 | 7 | 6 | 7 |\n",
+    "| `RehabilitationUnit` model logic class | 6 | 18 | 7 | 9 |\n",
+    "| Functions (excluding classes) | N/A | N/A | 11 | 10 |\n",
+    "\n",
+    "Table: Count of stroke capacity planning model code components comparing Stages 1 and 2."
    ]
   },
   {