diff --git a/examples/full_fledged_schema_examples_new/stratification/diabetes_diagnose.ipynb b/examples/full_fledged_schema_examples_new/stratification/diabetes_diagnose.ipynb
index e6df577d..def7b20b 100644
--- a/examples/full_fledged_schema_examples_new/stratification/diabetes_diagnose.ipynb
+++ b/examples/full_fledged_schema_examples_new/stratification/diabetes_diagnose.ipynb
@@ -2,7 +2,25 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\u001b[32m\u001b[1m  Activating\u001b[22m\u001b[39m project at `~/Documents/Git/StockFlow.jl`\n"
+     ]
+    }
+   ],
+   "source": [
+    "using Pkg;\n",
+    "Pkg.activate(\"../../..\") # Use StockFlow's Project.toml to ensure correct Catlab and AlgebraicRewriting versions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -27,7 +45,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -133,7 +151,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -467,7 +485,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -641,7 +659,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -822,7 +840,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -850,7 +868,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -867,7 +885,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -1308,7 +1326,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
@@ -1577,7 +1595,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -1608,7 +1626,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1617,7 +1635,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -1893,7 +1911,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -2029,7 +2047,7 @@
        "    <tr>\n",
        "      <td class = \"rowLabel\" style = \"font-weight: bold; text-align: right;\">10</td>\n",
        "      <td style = \"text-align: right;\">10</td>\n",
-       "      <td style = \"text-align: right;\">f_DiagnoseDiabeticWtComp</td>\n",
+       "      <td style = \"text-align: right;\">f_DiagnoseDiabeticEarly</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <td class = \"rowLabel\" style = \"font-weight: bold; text-align: right;\">11</td>\n",
@@ -2059,7 +2077,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <td class = \"rowLabel\" style = \"font-weight: bold; text-align: right;\">3</td>\n",
-       "      <td style = \"text-align: right;\">10</td>\n",
+       "      <td style = \"text-align: right;\">9</td>\n",
        "      <td style = \"text-align: right;\">2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -2120,7 +2138,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <td class = \"rowLabel\" style = \"font-weight: bold; text-align: right;\">6</td>\n",
-       "      <td style = \"text-align: right;\">10</td>\n",
+       "      <td style = \"text-align: right;\">9</td>\n",
        "      <td style = \"text-align: right;\">2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -2463,7 +2481,7 @@
        "│\u001b[1m  7 \u001b[0m│  7 │      f_DeathDiabeticLate │\n",
        "│\u001b[1m  8 \u001b[0m│  8 │    f_DiagnosePreDiabetic │\n",
        "│\u001b[1m  9 \u001b[0m│  9 │ f_DiagnoseDiabeticWtComp │\n",
-       "│\u001b[1m 10 \u001b[0m│ 10 │ f_DiagnoseDiabeticWtComp │\n",
+       "│\u001b[1m 10 \u001b[0m│ 10 │  f_DiagnoseDiabeticEarly │\n",
        "│\u001b[1m 11 \u001b[0m│ 11 │   f_DiagnoseDiabeticLate │\n",
        "└────┴────┴──────────────────────────┘\n",
        "┌───┬─────┬────┐\n",
@@ -2471,7 +2489,7 @@
        "├───┼─────┼────┤\n",
        "│\u001b[1m 1 \u001b[0m│   8 │  1 │\n",
        "│\u001b[1m 2 \u001b[0m│   1 │  2 │\n",
-       "│\u001b[1m 3 \u001b[0m│  10 │  2 │\n",
+       "│\u001b[1m 3 \u001b[0m│   9 │  2 │\n",
        "│\u001b[1m 4 \u001b[0m│   3 │  3 │\n",
        "│\u001b[1m 5 \u001b[0m│  10 │  3 │\n",
        "│\u001b[1m 6 \u001b[0m│   5 │  4 │\n",
@@ -2485,7 +2503,7 @@
        "│\u001b[1m  3 \u001b[0m│   8 │  1 │\n",
        "│\u001b[1m  4 \u001b[0m│   3 │  2 │\n",
        "│\u001b[1m  5 \u001b[0m│   4 │  2 │\n",
-       "│\u001b[1m  6 \u001b[0m│  10 │  2 │\n",
+       "│\u001b[1m  6 \u001b[0m│   9 │  2 │\n",
        "│\u001b[1m  7 \u001b[0m│   5 │  3 │\n",
        "│\u001b[1m  8 \u001b[0m│   6 │  3 │\n",
        "│\u001b[1m  9 \u001b[0m│  10 │  3 │\n",
@@ -2609,7 +2627,7 @@
     "\n",
     "    PreDiabetic => f_DiagnosePreDiabetic(v_DiagnosePreDiabetic) => PreDiabetic\n",
     "    DiabeticWtComp => f_DiagnoseDiabeticWtComp(v_DiagnoseDiabeticWtComp) => DiabeticWtComp\n",
-    "    DiabeticEarly => f_DiagnoseDiabeticWtComp(v_DiagnoseDiabeticEarly) => DiabeticEarly\n",
+    "    DiabeticEarly => f_DiagnoseDiabeticEarly(v_DiagnoseDiabeticEarly) => DiabeticEarly\n",
     "    DiabeticLate => f_DiagnoseDiabeticLate(v_DiagnoseDiabeticLate) => DiabeticLate\n",
     "\n",
     "    :sums\n",
@@ -2620,7 +2638,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -2653,7 +2671,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2662,7 +2680,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
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@@ -2674,497 +2692,513 @@
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        "<!-- s2&#45;&gt;v2 -->\n",
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        "<!-- v5 -->\n",
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        "<title>v5</title>\n",
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+       "<text text-anchor=\"middle\" x=\"1569.96\" y=\"-721.04\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b8378\">DiabeticWtComp * rMortalityDiabeticWtComp</text>\n",
        "</g>\n",
        "<!-- s2&#45;&gt;v5 -->\n",
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+       "<path fill=\"none\" stroke=\"transparent\" d=\"M1093.07,-790.13C1170.42,-776.67 1299.72,-757.1 1404.04,-742.75\"/>\n",
+       "<path fill=\"none\" stroke=\"#8b8378\" d=\"M1093.41,-792.1C1170.72,-778.64 1300.02,-759.08 1404.31,-744.73\"/>\n",
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        "<!-- s2&#45;&gt;v5 -->\n",
-       "<g id=\"edge27\" class=\"edge\">\n",
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        "<!-- v9 -->\n",
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        "<title>v9</title>\n",
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+       "<text text-anchor=\"middle\" x=\"1569.96\" y=\"-938.04\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">DiabeticWtComp * rDiagnoseDiabeticWtComp</text>\n",
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        "<!-- s2&#45;&gt;v9 -->\n",
-       "<g id=\"edge23\" class=\"edge\">\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
        "<title>s2&#45;&gt;v9</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M1093.13,-917.17C1117.45,-904.71 1143.32,-887.75 1161.46,-865.99 1193.13,-827.98 1168.71,-800.53 1198.46,-760.99 1231.73,-716.78 1285.46,-682.05 1324.12,-660.93\"/>\n",
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-       "<!-- v10 -->\n",
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-       "<title>v10</title>\n",
-       "<text text-anchor=\"middle\" x=\"2212.33\" y=\"-971.29\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">DiabeticEarly * rDiagnoseDiabeticEarly</text>\n",
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-       "<title>s2&#45;&gt;v10</title>\n",
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+       "<!-- s2&#45;&gt;v9 -->\n",
+       "<g id=\"edge25\" class=\"edge\">\n",
+       "<title>s2&#45;&gt;v9</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M1093.21,-851.53C1132.25,-875.18 1174.55,-899.11 1179.46,-900.74 1245,-922.52 1319.66,-934.89 1385.95,-941.33\"/>\n",
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        "<!-- s2&#45;&gt;sv1 -->\n",
-       "<g id=\"edge33\" class=\"edge\">\n",
+       "<g id=\"edge35\" class=\"edge\">\n",
        "<title>s2&#45;&gt;sv1</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M1092.94,-916.78C1161.74,-891.58 1272.02,-857.99 1370.96,-857.99 1370.96,-857.99 1370.96,-857.99 2670.47,-857.99 2841.27,-857.99 3038.29,-787.17 3108.28,-759.7\"/>\n",
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        "</g>\n",
        "<!-- s3 -->\n",
        "<g id=\"node3\" class=\"node\">\n",
        "<title>s3</title>\n",
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-       "<text text-anchor=\"middle\" x=\"1902.64\" y=\"-507.29\" font-family=\"Times,serif\" font-size=\"14.00\">DiabeticEarly</text>\n",
+       "<polygon fill=\"deeppink\" stroke=\"black\" points=\"2134.64,-569.74 2020.64,-569.74 2020.64,-455.74 2134.64,-455.74 2134.64,-569.74\"/>\n",
+       "<text text-anchor=\"middle\" x=\"2077.64\" y=\"-509.04\" font-family=\"Times,serif\" font-size=\"14.00\">DiabeticEarly</text>\n",
        "</g>\n",
        "<!-- v3 -->\n",
        "<g id=\"node22\" class=\"node\">\n",
        "<title>v3</title>\n",
-       "<text text-anchor=\"middle\" x=\"2212.33\" y=\"-393.29\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"antiquewhite\">DiabeticEarly * rDevelopingLate</text>\n",
+       "<text text-anchor=\"middle\" x=\"2562.33\" y=\"-405.04\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"antiquewhite\">DiabeticEarly * rDevelopingLate</text>\n",
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        "<!-- s3&#45;&gt;v3 -->\n",
-       "<g id=\"edge9\" class=\"edge\">\n",
+       "<g id=\"edge11\" class=\"edge\">\n",
        "<title>s3&#45;&gt;v3</title>\n",
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+       "<path fill=\"none\" stroke=\"antiquewhite\" d=\"M2134.48,-494.14C2211.63,-475.06 2351.67,-444.46 2450.21,-424.86\"/>\n",
+       "<path fill=\"none\" stroke=\"transparent\" d=\"M2134.96,-496.08C2212.05,-477.01 2352.1,-446.42 2450.6,-426.82\"/>\n",
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        "<!-- s3&#45;&gt;v3 -->\n",
-       "<g id=\"edge29\" class=\"edge\">\n",
+       "<g id=\"edge31\" class=\"edge\">\n",
        "<title>s3&#45;&gt;v3</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M1959.72,-495.56C2018.75,-475.68 2110.57,-441.53 2165.45,-418.97\"/>\n",
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        "<!-- v6 -->\n",
        "<g id=\"node25\" class=\"node\">\n",
        "<title>v6</title>\n",
-       "<text text-anchor=\"middle\" x=\"2212.33\" y=\"-682.29\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b8378\">DiabeticEarly * rMortalityDiabeticEarly</text>\n",
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        "<!-- s3&#45;&gt;v6 -->\n",
-       "<g id=\"edge17\" class=\"edge\">\n",
+       "<g id=\"edge19\" class=\"edge\">\n",
        "<title>s3&#45;&gt;v6</title>\n",
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+       "<path fill=\"none\" stroke=\"transparent\" d=\"M2134.96,-504.72C2202.35,-498.38 2317.86,-490.61 2411.66,-485.75\"/>\n",
+       "<path fill=\"none\" stroke=\"#8b8378\" d=\"M2135.15,-506.71C2202.49,-500.37 2317.99,-492.6 2411.76,-487.74\"/>\n",
        "</g>\n",
        "<!-- s3&#45;&gt;v6 -->\n",
-       "<g id=\"edge26\" class=\"edge\">\n",
+       "<g id=\"edge28\" class=\"edge\">\n",
        "<title>s3&#45;&gt;v6</title>\n",
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+       "</g>\n",
+       "<!-- v10 -->\n",
+       "<g id=\"node29\" class=\"node\">\n",
+       "<title>v10</title>\n",
+       "<text text-anchor=\"middle\" x=\"2562.33\" y=\"-693.04\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">DiabeticEarly * rDiagnoseDiabeticEarly</text>\n",
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        "<!-- s3&#45;&gt;v10 -->\n",
-       "<g id=\"edge22\" class=\"edge\">\n",
+       "<g id=\"edge9\" class=\"edge\">\n",
        "<title>s3&#45;&gt;v10</title>\n",
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+       "</g>\n",
+       "<!-- s3&#45;&gt;v10 -->\n",
+       "<g id=\"edge24\" class=\"edge\">\n",
+       "<title>s3&#45;&gt;v10</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M2134.92,-539.26C2158.41,-550.44 2183.89,-565.86 2199.83,-587.74 2225.14,-622.47 2185.67,-654.24 2217.83,-682.74 2245.34,-707.12 2325.69,-713.38 2401.76,-712.31\"/>\n",
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        "<!-- s3&#45;&gt;sv1 -->\n",
-       "<g id=\"edge34\" class=\"edge\">\n",
+       "<g id=\"edge36\" class=\"edge\">\n",
        "<title>s3&#45;&gt;sv1</title>\n",
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        "<!-- s4 -->\n",
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        "<title>s4</title>\n",
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        "<!-- s4&#45;&gt;v7 -->\n",
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        "<title>s4&#45;&gt;v7</title>\n",
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        "<title>v1&#45;&gt;s2</title>\n",
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        "<!-- v2&#45;&gt;s3 -->\n",
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        "<title>v2&#45;&gt;s3</title>\n",
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        "<!-- v3&#45;&gt;s4 -->\n",
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        "<!-- v4&#45;&gt;fs_2d -->\n",
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        "<!-- v5&#45;&gt;fs_4d -->\n",
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        "<title>v5&#45;&gt;fs_4d</title>\n",
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        "<!-- v6&#45;&gt;fs_6d -->\n",
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        "<!-- v7&#45;&gt;fs_7d -->\n",
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        "<title>v7&#45;&gt;fs_7d</title>\n",
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-       "<!-- v10&#45;&gt;s2 -->\n",
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+   "execution_count": 19,
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+       "      <td style = \"text-align: right;\">(:f_strata, :f_DiagnoseDiabeticEarly)</td>\n",
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@@ -3425,7 +3459,7 @@
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-       "│\u001b[1m 17 \u001b[0m│ 17 │ (:f_strata, :f_DiagnoseDiabeticWtComp) │\n",
+       "│\u001b[1m 17 \u001b[0m│ 17 │  (:f_strata, :f_DiagnoseDiabeticEarly) │\n",
        "│\u001b[1m 18 \u001b[0m│ 18 │   (:f_strata, :f_DiagnoseDiabeticLate) │\n",
        "└────┴────┴────────────────────────────────────────┘\n",
        "┌────┬─────┬────┐\n",
@@ -4045,7 +4079,7 @@
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+       "│\u001b[1m  4 \u001b[0m│  16 │  4 │\n",
        "│\u001b[1m  5 \u001b[0m│   5 │  5 │\n",
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        "│\u001b[1m  7 \u001b[0m│  17 │  6 │\n",
@@ -4065,7 +4099,7 @@
        "│\u001b[1m  7 \u001b[0m│   6 │  4 │\n",
        "│\u001b[1m  8 \u001b[0m│   7 │  3 │\n",
        "│\u001b[1m  9 \u001b[0m│   8 │  4 │\n",
-       "│\u001b[1m 10 \u001b[0m│  17 │  3 │\n",
+       "│\u001b[1m 10 \u001b[0m│  16 │  3 │\n",
        "│\u001b[1m 11 \u001b[0m│   9 │  5 │\n",
        "│\u001b[1m 12 \u001b[0m│  10 │  6 │\n",
        "│\u001b[1m 13 \u001b[0m│  11 │  5 │\n",
@@ -4176,7 +4210,7 @@
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   {
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+   "execution_count": 20,
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    "source": [
@@ -4188,7 +4222,7 @@
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+   "execution_count": 21,
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        "<!-- s2&#45;&gt;v2 -->\n",
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        "<title>s2&#45;&gt;v2</title>\n",
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        "<!-- s2&#45;&gt;v2 -->\n",
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        "<!-- s2&#45;&gt;v8 -->\n",
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        "<!-- s2&#45;&gt;v8 -->\n",
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        "<!-- s2&#45;&gt;sv1 -->\n",
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        "<title>s3</title>\n",
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-       "<text text-anchor=\"start\" x=\"983.17\" y=\"-1140.61\" font-family=\"Times,serif\" font-size=\"14.00\"> DiabeticWtComp</text>\n",
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        "<!-- v3 -->\n",
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        "<!-- s3&#45;&gt;v3 -->\n",
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        "<title>s3&#45;&gt;v3</title>\n",
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        "<!-- s3&#45;&gt;v3 -->\n",
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        "<!-- s3&#45;&gt;v9 -->\n",
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        "<!-- s3&#45;&gt;v9 -->\n",
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        "<!-- s3&#45;&gt;v16 -->\n",
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        "<!-- s4&#45;&gt;v4 -->\n",
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        "<!-- s4&#45;&gt;v10 -->\n",
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        "<!-- s5&#45;&gt;v5 -->\n",
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        "<!-- s5&#45;&gt;v5 -->\n",
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        "<!-- s5&#45;&gt;v11 -->\n",
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+       "<text text-anchor=\"start\" x=\"1001.17\" y=\"-939.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\">rProgress_U</text>\n",
+       "<text text-anchor=\"start\" x=\"981.17\" y=\"-924.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\"> rDevelopingEarly</text>\n",
        "</g>\n",
        "<!-- p3&#45;&gt;v3 -->\n",
-       "<g id=\"edge76\" class=\"edge\">\n",
+       "<g id=\"edge78\" class=\"edge\">\n",
        "<title>p3&#45;&gt;v3</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M1149.44,-962C1195.2,-962.98 1251.38,-964.18 1307.38,-965.38\"/>\n",
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        "<!-- p4 -->\n",
        "<g id=\"node12\" class=\"node\">\n",
        "<title>p4</title>\n",
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-       "<text text-anchor=\"start\" x=\"3012.26\" y=\"-494.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\">rProgress_D</text>\n",
-       "<text text-anchor=\"start\" x=\"2991.76\" y=\"-479.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\"> rDevelopingEarly</text>\n",
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+       "<text text-anchor=\"start\" x=\"2019.73\" y=\"-886.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\">rProgress_D</text>\n",
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        "<!-- p4&#45;&gt;v4 -->\n",
-       "<g id=\"edge75\" class=\"edge\">\n",
+       "<g id=\"edge77\" class=\"edge\">\n",
        "<title>p4&#45;&gt;v4</title>\n",
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        "<!-- p5 -->\n",
        "<g id=\"node13\" class=\"node\">\n",
        "<title>p5</title>\n",
-       "<ellipse fill=\"none\" stroke=\"#8b7500\" cx=\"2101.96\" cy=\"-1154.81\" rx=\"98.99\" ry=\"98.99\"/>\n",
-       "<text text-anchor=\"start\" x=\"2056.96\" y=\"-1158.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\">rProgress_U</text>\n",
-       "<text text-anchor=\"start\" x=\"2039.96\" y=\"-1143.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\"> rDevelopingLate</text>\n",
+       "<ellipse fill=\"none\" stroke=\"#8b7500\" cx=\"2064.23\" cy=\"-1873.17\" rx=\"98.99\" ry=\"98.99\"/>\n",
+       "<text text-anchor=\"start\" x=\"2019.23\" y=\"-1876.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\">rProgress_U</text>\n",
+       "<text text-anchor=\"start\" x=\"2002.23\" y=\"-1861.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\"> rDevelopingLate</text>\n",
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        "<!-- p5&#45;&gt;v5 -->\n",
-       "<g id=\"edge74\" class=\"edge\">\n",
+       "<g id=\"edge76\" class=\"edge\">\n",
        "<title>p5&#45;&gt;v5</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M2197.39,-1128.33C2273.64,-1106.95 2379.45,-1077.28 2449.67,-1057.59\"/>\n",
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        "<!-- p6 -->\n",
        "<g id=\"node14\" class=\"node\">\n",
        "<title>p6</title>\n",
-       "<ellipse fill=\"none\" stroke=\"#8b7500\" cx=\"4142.55\" cy=\"-524.81\" rx=\"98.99\" ry=\"98.99\"/>\n",
-       "<text text-anchor=\"start\" x=\"4098.05\" y=\"-528.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\">rProgress_D</text>\n",
-       "<text text-anchor=\"start\" x=\"4080.55\" y=\"-513.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\"> rDevelopingLate</text>\n",
+       "<ellipse fill=\"none\" stroke=\"#8b7500\" cx=\"3057.02\" cy=\"-1462.17\" rx=\"98.99\" ry=\"98.99\"/>\n",
+       "<text text-anchor=\"start\" x=\"3012.52\" y=\"-1465.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\">rProgress_D</text>\n",
+       "<text text-anchor=\"start\" x=\"2995.02\" y=\"-1450.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"#8b7500\"> rDevelopingLate</text>\n",
        "</g>\n",
        "<!-- p6&#45;&gt;v6 -->\n",
-       "<g id=\"edge73\" class=\"edge\">\n",
+       "<g id=\"edge75\" class=\"edge\">\n",
        "<title>p6&#45;&gt;v6</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M4237.49,-496.61C4314.05,-473.61 4420.48,-441.66 4489.74,-420.86\"/>\n",
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        "<!-- p7 -->\n",
        "<g id=\"node15\" class=\"node\">\n",
        "<title>p7</title>\n",
-       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"126.57\" cy=\"-2104.81\" rx=\"126.64\" ry=\"126.64\"/>\n",
-       "<text text-anchor=\"start\" x=\"92.07\" y=\"-2108.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_U</text>\n",
-       "<text text-anchor=\"start\" x=\"45.07\" y=\"-2093.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityPreDiabetic</text>\n",
+       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"126.57\" cy=\"-545.17\" rx=\"126.64\" ry=\"126.64\"/>\n",
+       "<text text-anchor=\"start\" x=\"92.07\" y=\"-548.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_U</text>\n",
+       "<text text-anchor=\"start\" x=\"45.07\" y=\"-533.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityPreDiabetic</text>\n",
        "</g>\n",
        "<!-- p7&#45;&gt;v7 -->\n",
-       "<g id=\"edge72\" class=\"edge\">\n",
+       "<g id=\"edge74\" class=\"edge\">\n",
        "<title>p7&#45;&gt;v7</title>\n",
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        "</g>\n",
        "<!-- p8 -->\n",
        "<g id=\"node16\" class=\"node\">\n",
        "<title>p8</title>\n",
-       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"2101.96\" cy=\"-1834.81\" rx=\"126.64\" ry=\"126.64\"/>\n",
-       "<text text-anchor=\"start\" x=\"2067.96\" y=\"-1838.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_D</text>\n",
-       "<text text-anchor=\"start\" x=\"2020.46\" y=\"-1823.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityPreDiabetic</text>\n",
+       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"1046.17\" cy=\"-1827.17\" rx=\"126.64\" ry=\"126.64\"/>\n",
+       "<text text-anchor=\"start\" x=\"1012.17\" y=\"-1830.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_D</text>\n",
+       "<text text-anchor=\"start\" x=\"964.67\" y=\"-1815.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityPreDiabetic</text>\n",
        "</g>\n",
        "<!-- p8&#45;&gt;v8 -->\n",
-       "<g id=\"edge71\" class=\"edge\">\n",
+       "<g id=\"edge73\" class=\"edge\">\n",
        "<title>p8&#45;&gt;v8</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M2216.83,-1781.5C2301.56,-1741.83 2412.95,-1689.68 2475.58,-1660.36\"/>\n",
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+       "<polygon fill=\"black\" stroke=\"black\" points=\"1455,-2005.44 1465.57,-2006.15 1457.76,-1999 1455,-2005.44\"/>\n",
        "</g>\n",
        "<!-- p9 -->\n",
        "<g id=\"node17\" class=\"node\">\n",
        "<title>p9</title>\n",
-       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"2101.96\" cy=\"-438.81\" rx=\"135.53\" ry=\"135.53\"/>\n",
-       "<text text-anchor=\"start\" x=\"2067.46\" y=\"-442.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_U</text>\n",
-       "<text text-anchor=\"start\" x=\"2013.96\" y=\"-427.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticEarly</text>\n",
+       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"2064.23\" cy=\"-2284.17\" rx=\"135.53\" ry=\"135.53\"/>\n",
+       "<text text-anchor=\"start\" x=\"2029.73\" y=\"-2287.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_U</text>\n",
+       "<text text-anchor=\"start\" x=\"1976.23\" y=\"-2272.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticEarly</text>\n",
        "</g>\n",
        "<!-- p9&#45;&gt;v11 -->\n",
-       "<g id=\"edge68\" class=\"edge\">\n",
+       "<g id=\"edge70\" class=\"edge\">\n",
        "<title>p9&#45;&gt;v11</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M2228.35,-488.58C2308.36,-520.34 2408.08,-559.91 2468.77,-584\"/>\n",
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        "<!-- p10 -->\n",
        "<g id=\"node18\" class=\"node\">\n",
        "<title>p10</title>\n",
-       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"4142.55\" cy=\"-135.81\" rx=\"135.53\" ry=\"135.53\"/>\n",
-       "<text text-anchor=\"start\" x=\"4108.55\" y=\"-139.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_D</text>\n",
-       "<text text-anchor=\"start\" x=\"4054.55\" y=\"-124.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticEarly</text>\n",
+       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"3057.02\" cy=\"-1209.17\" rx=\"135.53\" ry=\"135.53\"/>\n",
+       "<text text-anchor=\"start\" x=\"3023.02\" y=\"-1212.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_D</text>\n",
+       "<text text-anchor=\"start\" x=\"2969.02\" y=\"-1197.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticEarly</text>\n",
        "</g>\n",
        "<!-- p10&#45;&gt;v12 -->\n",
-       "<g id=\"edge67\" class=\"edge\">\n",
+       "<g id=\"edge69\" class=\"edge\">\n",
        "<title>p10&#45;&gt;v12</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M4264.79,-195.23C4348.17,-236.09 4454.23,-288.07 4513.8,-317.27\"/>\n",
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+       "<path fill=\"none\" stroke=\"black\" d=\"M3183.2,-1158.96C3262.01,-1127.34 3359.8,-1088.1 3419.59,-1064.12\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"3421.24,-1067.23 3429.22,-1060.26 3418.63,-1060.73 3421.24,-1067.23\"/>\n",
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        "<!-- p11 -->\n",
        "<g id=\"node19\" class=\"node\">\n",
        "<title>p11</title>\n",
-       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"4142.55\" cy=\"-1280.81\" rx=\"130.63\" ry=\"130.63\"/>\n",
-       "<text text-anchor=\"start\" x=\"4108.05\" y=\"-1284.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_U</text>\n",
-       "<text text-anchor=\"start\" x=\"4058.05\" y=\"-1269.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticLate</text>\n",
+       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"3057.02\" cy=\"-2142.17\" rx=\"130.63\" ry=\"130.63\"/>\n",
+       "<text text-anchor=\"start\" x=\"3022.52\" y=\"-2145.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_U</text>\n",
+       "<text text-anchor=\"start\" x=\"2972.52\" y=\"-2130.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticLate</text>\n",
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        "<!-- p11&#45;&gt;v13 -->\n",
-       "<g id=\"edge66\" class=\"edge\">\n",
+       "<g id=\"edge68\" class=\"edge\">\n",
        "<title>p11&#45;&gt;v13</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M4260.33,-1223.3C4344.34,-1181.93 4453.12,-1128.36 4513.76,-1098.49\"/>\n",
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+       "<polygon fill=\"black\" stroke=\"black\" points=\"3430.12,-1962.83 3437.54,-1955.27 3427.03,-1956.55 3430.12,-1962.83\"/>\n",
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        "<!-- p12 -->\n",
        "<g id=\"node20\" class=\"node\">\n",
        "<title>p12</title>\n",
-       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"5067.13\" cy=\"-130.81\" rx=\"130.63\" ry=\"130.63\"/>\n",
-       "<text text-anchor=\"start\" x=\"5033.13\" y=\"-134.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_D</text>\n",
-       "<text text-anchor=\"start\" x=\"4982.63\" y=\"-119.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticLate</text>\n",
+       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"3981.6\" cy=\"-2607.17\" rx=\"130.63\" ry=\"130.63\"/>\n",
+       "<text text-anchor=\"start\" x=\"3947.6\" y=\"-2610.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_D</text>\n",
+       "<text text-anchor=\"start\" x=\"3897.1\" y=\"-2595.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticLate</text>\n",
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        "<!-- p12&#45;&gt;v14 -->\n",
-       "<g id=\"edge65\" class=\"edge\">\n",
+       "<g id=\"edge67\" class=\"edge\">\n",
        "<title>p12&#45;&gt;v14</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M5192.34,-169.17C5262.2,-190.74 5346.76,-216.85 5404.67,-234.73\"/>\n",
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+       "<polygon fill=\"black\" stroke=\"black\" points=\"4383.61,-1873.96 4382.78,-1863.39 4376.84,-1872.17 4383.61,-1873.96\"/>\n",
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        "<!-- p13 -->\n",
        "<g id=\"node21\" class=\"node\">\n",
        "<title>p13</title>\n",
-       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"1046.17\" cy=\"-1392.81\" rx=\"152.06\" ry=\"152.06\"/>\n",
-       "<text text-anchor=\"start\" x=\"1011.67\" y=\"-1396.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_U</text>\n",
-       "<text text-anchor=\"start\" x=\"946.67\" y=\"-1381.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticWtComp</text>\n",
+       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"1046.17\" cy=\"-181.17\" rx=\"152.06\" ry=\"152.06\"/>\n",
+       "<text text-anchor=\"start\" x=\"1011.67\" y=\"-184.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_U</text>\n",
+       "<text text-anchor=\"start\" x=\"946.67\" y=\"-169.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticWtComp</text>\n",
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        "<!-- p13&#45;&gt;v9 -->\n",
-       "<g id=\"edge70\" class=\"edge\">\n",
+       "<g id=\"edge72\" class=\"edge\">\n",
        "<title>p13&#45;&gt;v9</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M1198.07,-1381.67C1232.64,-1379.12 1270.32,-1376.33 1307.9,-1373.56\"/>\n",
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        "<!-- p14 -->\n",
        "<g id=\"node22\" class=\"node\">\n",
        "<title>p14</title>\n",
-       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"3056.76\" cy=\"-991.81\" rx=\"152.06\" ry=\"152.06\"/>\n",
-       "<text text-anchor=\"start\" x=\"3022.76\" y=\"-995.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_D</text>\n",
-       "<text text-anchor=\"start\" x=\"2957.26\" y=\"-980.61\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticWtComp</text>\n",
+       "<ellipse fill=\"none\" stroke=\"gold\" cx=\"2064.23\" cy=\"-1316.17\" rx=\"152.06\" ry=\"152.06\"/>\n",
+       "<text text-anchor=\"start\" x=\"2030.23\" y=\"-1319.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\">rDeath_D</text>\n",
+       "<text text-anchor=\"start\" x=\"1964.73\" y=\"-1304.97\" font-family=\"Times,serif\" font-size=\"14.00\" fill=\"gold\"> rMortalityDiabeticWtComp</text>\n",
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        "<!-- p14&#45;&gt;v10 -->\n",
-       "<g id=\"edge69\" class=\"edge\">\n",
+       "<g id=\"edge71\" class=\"edge\">\n",
        "<title>p14&#45;&gt;v10</title>\n",
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        "<!-- p15&#45;&gt;v15 -->\n",
-       "<g id=\"edge64\" class=\"edge\">\n",
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        "<title>p15&#45;&gt;v15</title>\n",
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        "<!-- p16&#45;&gt;v16 -->\n",
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        "<!-- p17&#45;&gt;v17 -->\n",
-       "<g id=\"edge62\" class=\"edge\">\n",
+       "<g id=\"edge64\" class=\"edge\">\n",
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        "<!-- p18&#45;&gt;v18 -->\n",
-       "<g id=\"edge61\" class=\"edge\">\n",
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        "<!-- v9&#45;&gt;fs_7d -->\n",
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        "<!-- v10&#45;&gt;fs_8d -->\n",
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        "<!-- v11&#45;&gt;fs_11d -->\n",
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        "<!-- v12&#45;&gt;fs_12d -->\n",
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@@ -5078,7 +5128,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -5113,7 +5163,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [],
    "source": []