fix DALYs and AD-associated death in V&V notebooks

Author: aflaxman

tests/hr_degradation_analysis.ipynb

@@ -51,7 +51,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "imports",
    "metadata": {
     "execution": {
@@ -292,7 +292,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "2435e333157d4616ac97a2fb15830718",
+       "model_id": "f5a67fb348004836b830b42b4e61d565",
        "version_major": 2,
        "version_minor": 0
       },
@@ -315,7 +315,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "036b7f42368b4f83ad6bead625a4290a",
+       "model_id": "9408f0ed77d04d44b3d53f1013f32ce0",
        "version_major": 2,
        "version_minor": 0
       },
@@ -618,7 +618,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 7,
    "id": "five-panel-plot",
    "metadata": {
     "execution": {
@@ -753,7 +753,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 8,
    "id": "summary-table",
    "metadata": {
     "execution": {
@@ -811,7 +811,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 9,
    "id": "bar-chart",
    "metadata": {
     "execution": {
@@ -883,7 +883,7 @@
     "pulling the average HR toward 1.0 (no effect):\n",
     "\n",
     "1. **As-treated (effect only)**: Isolates the `treatment_effect` window where\n",
-    "   RR = 0.528 is fully applied. The HR matches the dialed-in RR almost exactly.\n",
+    "   RR = 0.528 is fully applied. The HR matches the assumed RR almost exactly.\n",
     "   This confirms the simulation correctly implements the treatment effect.\n",
     "\n",
     "2. **As-treated (effect + waning)**: Extends through `waning_effect`, where the\n",