diff --git a/veritas_test/ntb/.ipynb_checkpoints/validation-ptsd-cat-comparison-notes-Copy3-checkpoint.ipynb b/veritas_test/ntb/.ipynb_checkpoints/validation-ptsd-cat-comparison-notes-Copy3-checkpoint.ipynb new file mode 100644 index 00000000..690c0eb3 --- /dev/null +++ b/veritas_test/ntb/.ipynb_checkpoints/validation-ptsd-cat-comparison-notes-Copy3-checkpoint.ipynb @@ -0,0 +1,552 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 86, + "id": "3f39abdc", + "metadata": {}, + "outputs": [], + "source": [ + "# validationf VeRITAS\n", + "# we validate how well veritas is doing when we cannot ask too many question\n", + "# Typically, we want to evaluate performance in conjunction with a CAT framework\n", + "# Conclusion: It seems CAT's question generation is not abest for Veritas\n", + "# we can ask similar number of questions, but get much better performance if we \n", + "# generate the questiosn differently, namely questions that not only \n", + "# take into account the goal of getting to diagnosis, but also detection of malingering" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "id": "be3e6720", + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "from jupyterthemes import jtplot\n", + "jtplot.style()\n", + "import pylab as plt\n", + "from sklearn import metrics\n", + "from zedstat import zedstat\n" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "id": "4bad9711", + "metadata": {}, + "outputs": [], + "source": [ + "# it seems R20 gets pretty high AUC and performs better than CAT\n", + "# we cannot test that with 713, because we onbly have cat results\n", + "# but teh deployment uses R20 (may tre rand)\n", + "# plots:\n", + "# i. kappa distr, ;; nu distr;; mu distr for model pos mpde neg\n", + "# do teh same for 304 dataset (can estimate false positive)\n", + "# do it for deploy data set (failures are false negatives)\n", + "# it seems 304 dataset has only 3-7 malingerers, which is 7/86 or 1/12 or 8.3%" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "id": "7a97284f", + "metadata": {}, + "outputs": [], + "source": [ + "# resf is generated using calc_parallel_res.py" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "0aeb089d", + "metadata": {}, + "outputs": [], + "source": [ + "C0=1\n", + "C1=0.69\n", + "C2=1.35\n", + "def malinger(row):\n", + " if (row.lower_threshold < C0) and (row.score > C2):\n", + " return -1\n", + " if (row.veritas > C1) and (row.score > C2):\n", + " return -1 \n", + " if (row.score < C2):\n", + " return 0\n", + " else:\n", + " return 1" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "cd273500", + "metadata": {}, + "outputs": [], + "source": [ + "resf=pd.read_csv('../res_R20_model1.csv',index_col=0).T\n", + "resf=pd.read_csv('../res_R20_model3.csv',index_col=0).T\n", + "resf=pd.read_csv('../res_R20_model2.csv',index_col=0).T\n", + "resf=pd.read_csv('../res_exp_model2.csv',index_col=0).T\n", + "#resf=pd.read_csv('../res_R20_model8.csv',index_col=0).T\n", + "resf.columns=['lower_threshold','veritas','score']\n", + "DX=False\n", + "if DX:\n", + " resf['dx'] = [int(x[-1]) for x in resf.index.values]\n", + "else:\n", + " resf['dx'] = [x>C2 for x in resf.score.values]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "c9e84418", + "metadata": {}, + "outputs": [], + "source": [ + "resf['mg']=resf.apply(malinger,axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "id": "39b4e5c2", + "metadata": {}, + "outputs": [], + "source": [ + "if DX:\n", + " fpr, tpr, thresholds = metrics.roc_curve(resf.dx.values.astype(int),resf.score.values.astype(float), pos_label=1)\n", + " ff=pd.DataFrame(tpr,fpr,columns=['tpr']).assign(threshold=thresholds)\n", + " ff.index.name='fpr'\n", + " zt=zedstat.processRoc(df=ff.reset_index(),\n", + " order=3, \n", + " total_samples=304,\n", + " positive_samples=86,\n", + " alpha=0.01,\n", + " prevalence=0.5)\n", + " zt.smooth(STEP=0.001)\n", + " zt.allmeasures(interpolate=True)\n", + " zt.usample(precision=3)\n", + " Z=zt.get()\n", + " Z[Z.ppv>.875].tail(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "id": "49c010b8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "m-ratio: 1.4883720930232558\n", + "full: (0.8742732558139535, 0.9302263389753077, 0.8183702236034638)\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=[20,12])\n", + "plt.subplot(231)\n", + "sns.scatterplot(data=resf,x='lower_threshold',y='veritas',hue='mg',size='dx')\n", + "plt.plot([.5,2.5],[.76,.76],'-r')\n", + "plt.plot([C0,C0],[.5,.95],'-r')\n", + "\n", + "plt.subplot(232)\n", + "ax=sns.scatterplot(data=resf,x='score',y='veritas',hue='dx')\n", + "plt.plot([.2,2.5],[C1,C1],'-r')\n", + "plt.plot([C2,C2],[.5,.95],'-r')\n", + "\n", + "plt.subplot(233)\n", + "sns.scatterplot(data=resf,x='score',y='lower_threshold',hue='dx')\n", + "plt.subplots_adjust(wspace=0.23) # Adjust this value as needed\n", + "\n", + "cf=resf.corr()\n", + "plt.subplot(234)\n", + "sns.heatmap(cf,cmap='jet',alpha=.5)\n", + "print('m-ratio: ',(resf[(resf.mg==-1) & (resf.dx==1)].index.size)/86)\n", + "\n", + "\n", + "plt.subplot(235)\n", + "\n", + "plt.plot(fpr,tpr,'g',lw=2)\n", + "plt.gca().legend(['R20'])\n", + "zt.get().tpr.plot(style='-b',lw=2)\n", + "print('full: ',zt.auc())" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "id": "48d20903", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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lower_thresholdveritasscoredxmg
prolificuserjdxu06o70li_UK0.8875630.7142861.880845True-1
prolificuserznbqrjgxnyd1.7643100.9285710.401895False0
prolificuserkkoamwaa8x1.1516190.8750001.215438False0
prolificuserenoxodnzcqa_UK1.0827920.6964291.815410True-1
prolificuseruu9wkw1ue21.0258690.8035711.554194True-1
..................
prolificuservfpw5mtor4f_UK0.8021680.8035711.473630True-1
prolificusermyugdsqgbq0.9596380.7857141.790247True-1
prolificuser086kmobbvv2n_UK0.8858770.8035711.778377True-1
prolificuser8dt970xc68b0.7408010.8035712.345190True-1
prolificuser3x4z37pqe5a0.9322780.7581281.519068True-1
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218 rows × 5 columns

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lower_thresholdveritasscoredxmg
prolificuserjdxu06o70li_UK0.8875630.7142861.880845True-1
prolificuserznbqrjgxnyd1.7643100.9285710.401895False0
prolificuserkkoamwaa8x1.1516190.8750001.215438False0
prolificuserenoxodnzcqa_UK1.0827920.6964291.815410True1
prolificuseruu9wkw1ue21.0258690.8035711.554194True-1
..................
prolificuservfpw5mtor4f_UK0.8021680.8035711.473630True-1
prolificusermyugdsqgbq0.9596380.7857141.790247True-1
prolificuser086kmobbvv2n_UK0.8858770.8035711.778377True-1
prolificuser8dt970xc68b0.7408010.8035712.345190True-1
prolificuser3x4z37pqe5a0.9322780.7581281.519068True-1
\n", + "

218 rows × 5 columns

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" + ], + "text/plain": [ + " lower_threshold veritas score dx mg\n", + "prolificuserjdxu06o70li_UK 0.887563 0.714286 1.880845 True -1\n", + "prolificuserznbqrjgxnyd 1.764310 0.928571 0.401895 False 0\n", + "prolificuserkkoamwaa8x 1.151619 0.875000 1.215438 False 0\n", + "prolificuserenoxodnzcqa_UK 1.082792 0.696429 1.815410 True 1\n", + "prolificuseruu9wkw1ue2 1.025869 0.803571 1.554194 True -1\n", + "... ... ... ... ... ..\n", + "prolificuservfpw5mtor4f_UK 0.802168 0.803571 1.473630 True -1\n", + "prolificusermyugdsqgbq 0.959638 0.785714 1.790247 True -1\n", + "prolificuser086kmobbvv2n_UK 0.885877 0.803571 1.778377 True -1\n", + "prolificuser8dt970xc68b 0.740801 0.803571 2.345190 True -1\n", + "prolificuser3x4z37pqe5a 0.932278 0.758128 1.519068 True -1\n", + "\n", + "[218 rows x 5 columns]" + ] + }, + "execution_count": 109, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "resf" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b5ee5c78", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/veritas_test/ntb/validation-ptsd-cat-comparison-notes-Copy2.ipynb b/veritas_test/ntb/validation-ptsd-cat-comparison-notes-Copy2.ipynb index 18d9617f..d0a7efae 100644 --- a/veritas_test/ntb/validation-ptsd-cat-comparison-notes-Copy2.ipynb +++ b/veritas_test/ntb/validation-ptsd-cat-comparison-notes-Copy2.ipynb @@ -53,7 +53,7 @@ { "cell_type": "code", "execution_count": 89, - "id": "382ccb03", + "id": "1cbfd96d", "metadata": {}, "outputs": [], "source": [ @@ -62,14 +62,14 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 163, "id": "0aeb089d", "metadata": {}, "outputs": [], "source": [ - "C0=1.14\n", - "C1=0.69\n", - "C2=1.326\n", + "C0=.9\n", + "C1=0.76\n", + "C2=1.35\n", "def malinger(row):\n", " if (row.lower_threshold < C0) and (row.score > C2):\n", " return -1\n", @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 164, "id": "cd273500", "metadata": {}, "outputs": [], @@ -103,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 165, "id": "c9e84418", "metadata": {}, "outputs": [], @@ -113,8 +113,8 @@ }, { "cell_type": "code", - "execution_count": 120, - "id": "e2ac7c35", + "execution_count": 166, + "id": "d1e67f64", "metadata": {}, "outputs": [], "source": [ @@ -137,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 167, "id": "49c010b8", "metadata": {}, "outputs": [ @@ -145,13 +145,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "m-ratio: 1.569767441860465\n", + "fnr: 0.0779816513761468\n", "full: (0.8742732558139535, 0.9302263389753077, 0.8183702236034638)\n" ] }, { "data": { - "image/png": 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quOO2YfTp1hqtVsPpczF8P38TefmFZR63vPe6in5PJKEmhBBCCCGEEA2cUqmkY5sQlqzdW2qbq4sTAX6eRF5KKi67GJOEu6sz/j4epGbklNuut6c7zjrdNYm5Nvh4edR1CPWW9E3FbtT+cXZ2Jie/ALWqZlPmK9ybFyfTABRKNdoWo7ClHMSWF1uboaJAgUqpcIi1sNDAJ9+tJDElkyaN/Pi/p24nPSOHzbuOF9dRKZWoVUoevGMsx09H8toH81GplLQJDS5u64l7J4ACXnxzHkaTmftmjeLJ+yby/pdLS8WhVinxdHPFWVs6RebkpC03fkmoCSGEEEIIIUQD9+hd49EXFrFl94lS25wvfyEs0BuKy/L1RfZtzhUny7Jy8tAXGiqsUxcU2BMimdm5Vz0a50YjfVOxG71/XIxmbOAwL1l16DybFifT/qJQqrG5hWDOjrn6AP/Gho1ZU4cwfeLA4rLH/u9r8gvs708x8als3XOCDm1CWL/9aHEdi9WK2WLFZDbj4+WOp4cr6Zm5nDxrfzTVw82Zfj3bce+zn5JfYB+R9tvSHfz88dNoNGoKi4wOcZgtVjJz8tDr9aVidKngPVISakIIIYQQQlzBx8eHaTPG4ermwpb1ewk/c7auQ7pqOp2OydPGEtw0gFPHIti+dVeFj/rVROcuHRk+pj/5uXqWLVpHdnZ2rbYvyvbgnDF0ahPCi2//gtlSepGBv748urroyM23f2F0c3Gyb6skWWbj6h8fu5bqe3x1SfqmYjdq/1ztOVlzYrFZzQ5JNZvVjDUn5ipbLtv8ZTsd5lDr0qE5MyYNonGQLyqVErVaRURUYpn7fvnzWmZMHsy7L9+NwWhi446jrNp0EH8/L5RKBV+984hDfaPJjJ+PB3GJ6aXaKu/3oaL+lISaqLeUSiUP3HM3TQIDOHzyFKvWrrvqNm+bOoWu7dsRk5DAz7/NL/dDpI+3N4/cdy8atZqFK1aQnpJ81cf+iwLwUKnJtZhvyDdwIYQQ4u8a4nWvTdtW3P/MLZzPXEGmuZDbHhlM14Pt+PO35XUdWo25uLjw2rtPElO4ivTCvXQd35b+g5/krdc+q7Vj3HXf7TTtZiAmcwVO3m68/M49fP3BCqKjYmrtGKK0h+eOo1vHFrz09i/FybIrFeiLSE3PIbRZEEmpWQC0bNaIvIJC0jJzr2e4Qoh6zpZ3CWP0livmUNuMtZYf9yyLWqXkxcdv44c/NrEnLByT2cKMyYPo2DakzPqp6Tl88dMaAFo2C+K1f8wmKjaF2IQ0LFYrDz7/BQaj6ZrFW7OHaoW4Dp565CHuHj+Kkd068czc2YwaPvyq2ps0fhxPzLqdkd06ce/EcTx07z3l1n3n368woU93xvTozCtPPXlVx72Sh0rNhy3b4KGSfLYQQogbX0O87t1+5zhOpszHYCrAZrMSlbGTTn0CcHZ2ruvQamzmHVO4WLCE3MJUAFLzzmP2Ok/3nl1rpX03Nzfa9vAiJnMvYKPIlMeJlN+ZdfeEWmlflO3RO8fTvWMoL739Czl5ZSfT/rJhx1FmTxlifzzK3YW5tw5j867jtT5KUQjR8BnPL0K/7y0KT85Dv+8tjOcXX5fjqtUqNBo1efmFmMwWWoQEMnJQ+depof074eXhCoC+0IDVZsNqtZKbpyfsyHkevGMMHu4uAHi4u9CvZ9vajbdWWxOiFjULDgar/blvnRI6tW/Hlu3bK9mrfB3atEGrsH9gUNpshIY0LbOeUqmkib9f8c9Bnq41PqaoWy4uLphMJkyma3dXQgghxI1H7WSEfMeyAmIZOHAgiYmJnD17tsElIXwD3UgyZDuUpeadoXO3gRw7UnrOreoKCQkhzxZ9RakNtbNcg6+VAF9Ppozti9FoZt7HzxSXnz5/iVc/mM+T904E4POf7aM3Fqzajae7C9++9xhKhYLdB8P5edHWughdCNEAWHMvYc29dF2PWWQw8f3vG3lo7jieeVDLuYsJ7A47Q+vQ4DLrd2nfnDunD8dJpyUvX8+K9QcIvxAHwJfzSh4H9XB3JidXz+ETFzlw5HytxSsJNVFvRcXH07tNKAqbjUKrjROnSy//XR2nzp1jXP/eaBVgUSi4GFP2m4PVaiU2JRWvJkEAJOXklVlv0IABNG3cmHWbNpGTU/7KSOL66993ID7ugeRm69HptOhclZw6e4zYuOt7QRBCCNEwmQs1pcqaBXRHNe0UZmsT7mYCX/5vAbGX4uoguppJS8rFtZU3BYas4rIg986sO3x1n6/+cunSJdwVg4BjfytVYNaX7ktRO1Izchg39z/lbv8rkfYXq9XK17+t5+vf1l/jyIQQompe++CPUmWbdx13WNHzSrc98E7xvz//aU259YoMJn5dvI1fF2+7qhgrIgk1UW998e33FOj1NAkM4tCJE2zfteuq2lu3cRMatZquHTsQExfPr38uKLfuS6+/ySP33oNGrWbBstLzpTx4zz3MGTcKrcLGxFHDeeyF/5OkWj0xbPAIYsLTORwX4VA+ZExfzGYTiUllT2gphLhx+fv7M+P+57HoAlHaDCSc3cfKxb/UdViiHlvwyzoeef4uzmUux2DS06npODL1MUSl7QMglqPc//hcXnvhk7oNtBoW/bGK1959iljVOnL0iQR5dsKW2YoTJ2onuVJQUMCZQ+m06j2MqIxdOGs9aOM1hc/fvT6PCQkhhBDXmyTURL1ls9n46dffa7XNlWvXsbIKixvk5OTw3iefAvbJlH29PBy2D+7Vo/jx0eZe7kwYN5Y/Fi6q1VhF9Wm1WrQKdxLiTpfatmtTGGOm9icxaWUdRCaEqEt3P/UGP4TpsFitgIaOjUcxdmI+G9csrevQRD0VeTGat176manTx+Hl7oJLSCBhl777Ww0bKtc8nJycKCoqqrM4q6OwsJBXn/+IWyaNplloX8K2hbNn1+e1eow/fllGu4NtGDV+ErlZ+by+5Hvy8soe6S+EEEI0dJJQE6IG8gr1gDcAZhQkJCXVbUACgO7denJkf+lk2l/MRsV1jEYIUR+0adOGk+meWKyFxWVnEkzc0WUASEJNVCA7O5t5P9hHs7/xyROltiusugY3R6fJZGLlsqtfNb0i585e4NzZC9f0GEIIIUR9IKt8ClEDH3/9HSfikohKz2bhlh3s3LW7rkMSgEqpxHp5IYsblbeXN0MGDaVnj14olfIWLkRl1Go1ZmvpZLpNPgLdUIIbN76m7Z89mkCAe/vin31cWpCbrMHHx+eaHlcIIYQQ9ZeMUBOiDGq1mqGDB5OTk8ORo0dLbb8YFcUP8//Ax9uHnbt3E+AfQO/u/bGYlNgsoHaC5LQ4jhw7XKXj9erRh+YhrfH19iczLQuj0YhCZSUpI5awg/urFG/7dh0AOHsuHLPZXL0TLkPP7r0J9GuCxQAKFag0Vg4e20daWtpVt11VCoWCkcPHoFW4YDbZUGuU2FRGtmzfWOaogOMnj9G/7wh2bTlYZnsaXcMdoabRaBg/ZjIZiXkc3RmOq7sL44ZPJS0nkUOHD9R1eEJUqmXLllgsFmJiYq7rcc+ePcv4OXkcjlLx16KMzfzUpEYdv65xiNrn5+fHY8/N4av353HHsz3xVM7mk3d+uSbXqT9+Xc7kW8fRpdcMvDy9cfd04pJzGI+/Nhpjhi//e+tbjEZjrR9XCCGEEPWXJNSEuIJKpeKjt9+kV2gzTFYrizZvZ+Fix/nRnnj4IW4fORSNUsGpKZNYvWYvG1c4LprQvFVTBg4Ywt59FS+mMHjAUHJSzFiLlPz0peMqJ42bBjFi6Gi27dxc7v5DBg7DRevNmWP2SfhHDZ5EoSmbnXu2V+e0HQwcMISUqDxO7t3rUD52ylD2H9lORmZGjduujqmTprNtzUH0+SWPamm0Gm6dMZPFK/4oNRpNr9ejdrHi6+dNRnqWw7Y+A7oTHByMsoGOYhs/ZjLbVoVhMNi/sBkMRjav3kO7Ti3p0KEj4eG1s0qbELUtOLgxcx79N+EZHiiVNm7zzOLnT18lMzPToV5AQCDT73kGk8YXDUWc2LuavTvKf++rKpvNxpIf3ua+u/9BptkLZ7UJfeIxli5ZzENPv4rCvQlOWiXxZ/ex9M+fr/p4NyK1Ws0d9z+Fs38bwEZ2/CkW/vI1tssZSq1Wy9wHn8WnSQeahzQlOceMs9pCfsoFPnrzBTBbrklcjz47hwsF9kcyYzL2oHMO45FnZ/PGy59dk+OtWraB1csVvPPZs+y6+G1xuYvOiwcencNXn867JscVQgghRP0kCTUhrtC1a1d6t2qB1WREDQzq1aNUQm143z6obVZsFlBZNGxcWTppFnMxjtA2A9BoNOXOsaLRaHBWe+HZzIk1yzeV2p4Ql0xom6a4uLig1+tLbe/fdxCx5zJJiAsvLktOTCW4aRAD+g9m3/7qP4qq0Whw03hzMOpcqW0bV+5i9LSBrNu4qtrtVleb1m05cyTaIZkGYDKa2L4+jL69+7E/bF+p/SKjIxg+ZjA52fnERMbi6u5Co+BAoi5eYun8DfTrO7BG/VKXvL28yUzKL06m/d2505GMnTZQEmqi3rr9/hf4/oAGq83+Wt6ncmH2Qy/w5bsvFddRKpXc/cxbfL9PhcVqA9wY1etuumRncfJ41Ub6VuRSTDSf/PcJXFxcMBqNmM1mnn7lQxac8UVvsCfYu4eO5/WPBvGf5x9skEn3a+mex19iS3IbMuLso5+b+PRj9r0q/vjJPqH9A0//m/XxzbivexNe/iO6eCTgtH4tee6VD/jqP8/VekwKhQIXHzPW/JIR2VarGRcv0zW9cdK6dWtyOetQpjdk06qx0zU5nhBCCCHqL5lARIgrZGZmojeVfEAvKjKUqlNoKFnR6+TpyHLbOrLvND269yp3e+9efTm09yRWq7X4Tv+VDuw+Tp/e/crc5usRSEJccqnyxLhkfNwCyj1uRXr26MWhvafK3W41Xp+3jRbNWhEdEVvmtqyMHDzdfcvc1rJFG5b8sYZtG3djMBhIiE1i/aqtnA+/SG52Hh4uXtcw6mujc6cuHD9UfsLMVCRf/kX9pNPpyMUH69/e3kwWGxZdkEO9Pv0GsTPa5XIyzW5LuJH+I6fWajx6vR6z2UyjRo2INzYqTqYBHIvKJ1vZhOlz7q/VYzZ0Go0GhVdrMvJKrovxmWa8mnYFwM3NjQJdM7o0c2fBriT+filbdTAVj0ZtcXd3q/W4bDYbVnPpx/itlms7CjkvLw+Nwr3M4wohhBDi5iJXfyGuEBMTw++r15GQqycqI5sf/lxQqs5X834lMiObhDw9aZlZZbRiZygyoNVqyt2u1WopKjJU+OHfZDShVpUeTOrr60tKQmYZe9glxWfg7+9f7vZyY9JoyxwJ9RebtezEX20rJ79YaRx/9aXFYiE2JoG0VMfHU62W6xN/bdIXFuDq7lLudqVK3spF/WQ2m9EpSz/up8Rx1K6rqxv6Mgby2hTXZiC9s7MzBouqVLnBZMOrcfsy9rh5qVQqzNbS7zFW7P2n1WoxmpU4a1XkFzn+X1usYLYo0Gp11yS2S2dz8HRqUvyzp3MTYs/nXpNj/SUpKQlbTjBO2pKkWhPPXhzcVXpUtxBCCCFubPLIpxBl+Pn3+fz8+3wAFICvl4fD9n1hB9kXZp/4/pbRU8ptp0e/Thw9vqfc7cePH6VX/36o1eW/FHv07cSJU8dKlRuNRnRO2nL30+k0NZog+cTJ4/Ts15/9O0svxgCgvk4T+2fnZuDj701mWumEpU6nxWIr+9yystPxC/AhPbV0slGj1WBVNrxJo48dP8bYYVPYvLrs3yWF5trMTyTE1bJYLBQmn6aJTxfiM+0jnFoFqEmLdFxIY//eHdz30ix+SS0pa9NIw6VzZS8wcrWioqKYFWRg59+e3PN111BksqJBXk9/V1RUhIctDbXKG/PlGxLOWiXkxwH2Ud1BukyWhlu4dUAQP26OL963VysP1KZ0MjIywKvsUcVX4/uv5zPzjilADC1dbiX+fC6///x7rR/nSu+/8Q0PPDaHpsE6rGYFYZvPsXH9tmt+XCGEEOJG8fsX/yj+t1ajxmqzYb485+rZiDje+nRRebvWK5JQE+IqRUSH07VXB04cDncod3Fzxt1XR15+Xrn7Zudk4+nvRNSZS/Qd2IOwvY5JLJ1OS2CIN2GnSq9YlpeXh6df+aOWvAPcyDmeU82zgZzcHDz8nHBxcy41f1m33h25EHV95uo6dDiM6VPmsOKP0pOSj5o4kA3bV5a53+Gjh7h96h2s/HNLqcdoR00YyJbda65JvNeSxWIhLSeRdp1ace70RYdtE28fwbbd6+soMiEq9+t3HzL9jgcY0rUzCmwkRhxi8RLHpIder2f/2m+595Z7uJTrgp+LGUPSEX5fs+yaxfXH16/z71e+JCzKgJuTCndnNRdi0yg4UXo+y5vd71+/xT2P/5tEox8qhRV/ZQo/fvpe8fY/v32b2Y/8Cy1evHRbc05E59PYV0tj10I++u8/r1lcNpuNhb+vwNfLg3df/YHrNf64qKiILz766TodTQghhLjxzH3iw+J/v/j4bUTHpbBoVenBA0qFAmtljy7VIUmoCXGVIi5G0KWTC2OnDCYiPJaCPD3tOoeicaXSyfuVSiXHTx2md4/+OKndCQzy5/zZSLIysunYrQ0aVxvrNpadOAJ7Mq/3gC4c2nfSobz3gC5EXqr54yfrNq5i7MhbMBbA+dPRuLq70LpDCLFJF4m4GFHjdqvDZrOxcetqbrl9DCnx2cRGJtCoaSBNWviz//AOioqKyt13w5ZV3DJ9LCkJ2Vy6mECjJgE0buHPoWO7y1zcoSE4dPgAHTp0YszUgZgNVhQqBUqNlW2715OTW/3EqRDXi81mY/Hv31da70jYXo4e3EejRo3IysqisLCw0n2uRkzURd545nYefPoVjGYfLJmFmM5tZk8trCx6o8nIyODj15/Gz88Ps9lMdna2w/bk5CQ+/s8T+Pv7Y7FYCAgIYF9+PvHx9tFqnmVMWyCEEEKI+s0nWIV3IzVZSWYyE6/fCP6lP/wfP/yxiTFDuxMU4M3D//yCfzw6jYPHIli75RAA/r6efPPeY9z55EfoC+1zno8b3oPxI3ri7elGbEIaP/yxiZi41IoOddXkE45o0JRKJX169cXTzQebDYzWIvbt312jRx2vxsnTJzh5+gQtQ1vi7e3K3qNbKv0yOLDfYHDyJj4mlaSYLBo1U1Jky8OrsRKlu4a9RzdTUFBQYRsXIs5jCbUwZuoAzEb7o5hqrY3zkWe4GFnzxJfVamX95jU4OzvTulUbCgoyWbP5UI3bq6ncvFxWrl2Cr48vTUKbEJ98liNnd1S6X15+HivWLsHH24emoU1JSDnPkXM7r33A11h4+GnCw0/XdRhCXDM2m43ExMTrdrzc3Fw+fOOF63a8hkypVJKTk1PuqtUAaWn20dSZmeXP7ymEEEKI+q/7aBfa9nNCpVJgsdg4f6CIY5uv38CEIX078sYnC8nJLajSHN5jhnZn7LAevPfFUpJTsxg+sDOvPD2TJ/71DUWG8j+7XC1JqIkGS6vVMm3iDLatO0B2pn2lTWcXZyZNms6OvRvJyMyopIXaFxlV/oqfV4o4lURM8t8enzwA/QZ3Jz49nphLMdU45kUioy6Wu71bt+74+waQnpHGseNlz4tWnsLCQk6eOlGtfa6FjMyMGv1/ZmZlkpklX+yEEOIvPXr1pceA0RTp89iwYj7p6ekV1lcoFMx94Glcg7tisqlxs2Ww6If3SUq6fonPvwwa3J/eAzuRm13A0gXrSo2UE0IIIcTV826kLE6mAahUCtr2cyLmtIGspOszUm35+v1kZpU/ddKVbhnRkz9W7CIxxf7db+uek0wa05dO7Zpx+ET535WvliTURIM1avg4Vi3chtlkLi4r1BeyauEWbrl9OCvXLqnD6Mrn5OQEQFZ6dqltB3YfY8zU/sUJtTtmzqBD61ZcSkjk+3m/lJoTrCLNmzWne8e+HNp3mjP7jhEQ5MfU8TM5cfYQ0TFRtXEqQgghGpCZ9zxGhttAFl404KJTMuvpXqyd9zrRFYxovnXWvRwt6kHsITNgQqnw4IHH/s2Hrz5SZv327Tvg5uHB8aNHSo1m692nJ+fjE4mLi8PPz48OHduhUWtJS0/j5IlTFcb++DP34NL8EonZy3AK8eD9L19kwU8b2b51BwBqjYbuPbqRn1dAeHh4hW0plUq69+iK2Wzl5ImT1bq2CiGEEDc67yB1cTLtLyqVAp9g9XVLqKVlVG/Vbn8/T566fyLWv41mU6tU+Hq7V7DX1ZOEmmiwFGaNQzINoG//brRp25y0rGx8fHxq/bETjUbDbVOnYDSZWLFqNVartdptdOrYCbLLfoOYMGk4vfp0YfuezYwfM5on77kLjZMOQ569/nc/z6vSMZycnBjUZyRahYrWrZqRkphGanI6a5duZ8ykwaSkJjfYucSEEEJUn4eHB85N+hF21D7PiN5g5Zf9Vu687X6+ev+lcvfza9aV2JMl11qrDcIzPGjZsiWRkSWjsj08PHjo+Xc4ke5NbpGCRycWsXP515w4epDxk4ZDeAI9JtoY4NmXEM+nSS04Q1pROE182uLh0p+MxPF8+ObPpKWWXoQnICCAgNZmLqSdxN8zlA5NRxCZtIEBtzkzdMzTfP7Oz7z67kPkqk+iUfgy1zKB9//7fZkj2FqENueR524nw3IYhULJHMU/+ezd30lIuP4j7oQQQoj6KCvJjMVic0iqWSw2MhPNFexVu2xXLDVUVGTCSacp/tnHy81he1pGLvMWbuX4mes7cEQSaqJB0mg0FBU6zpM2c/Yt3DtrJE5KyCiykW9MZfvOHbV2TKVSycdvv0X3ZsGgUNC3ezdefO2/1W7HWs4z4C/96yHG9GuHEhvB77+Dt68ftiI9RblZaL18GNivb5UTapPGT2bauEEEuakxWuH30Cb8Om8FADs2hTFg1CC2bJeV7IQQ4mbRtGlTorJ0gOOHYZPKtcL9FIqyy668oTT7/meZd8QVg8m+YEx4PNw39SESYqPoMiAQwhNIy4nGz11HvH4nEcn7AEjNvkhoUF+MikIeenImb736RanjtWodSo7J/rhGh6bD2Xn6h+JtFpN9KoPT6X+i0V2eS1R1ggefmMUHb35Tqq17H5vGyfSSFToTFCe5/4nZvP5/n1XYD0IIIcTNIivZyvkDRQ5zqJ07UHTdRqeVJTo2mX492rJ+2xGUSiXTJw502L5+2xFmTxtCWmYOCUkZOOk0tG/dlMiYJHLzr91CV5JQEw2SyWTCyVnrUDagX2eclPZ/+zop6Na5Y60m1Jo0bUK30BAwm8Bmo1ubVri6ula6cMCVTp85CU1blCrv2bUVysuZ+HaNArA4uWLNt6/eaMzOJNDfv8rH6Nm9G0Fu9pe3Vgl9e3UoTqgZDUYUNnnpCyHEzSQ6Opr+txZxLLqkTKkAtbniRyoSLx6mVeBoLqbYE3FqlYL23tmsi452qGdzCcJgckyyRWS6MOXWW0jOP0QA9mRXiH9XDpxf4FAvKjmMfm1nk0vZH9TPnb3AOPVkcrWpZBckOWyzWkvfLTdbjLj5lG5Hp9OhcsmD/L/FbbPi5HH97rgLIYQQDcGxzXounTHUySqfZVm9+RDNmwby7fuPk5mdx4oNB+jRuWXx9o07jmK1Wnn+kWn4+XhQZDByITKByJikClq9evKtWjRYFmURzs5OFBba74bnFRQVb7MplFyKj6/V42VnZ5OtL8Jbq7Ifr7CIoqKiSvYqzWi0zynj38iXnLiSR1vy8grxd7YPXdWbLBgserwub1OoNZyNqPpkijm5uVhQoLqcoMsvcIxTpVZWO24hhBANl16vJ/XcVsZ2HsvWcCNermqmdbGw4MuvKtxv1eLfmHGXK/1798Kq0KA2pPDLZ++XqqeyGQCdQ5mvi5mY03H0DvEF7FMwFBpzcXXypqCoZEoGF50XRaY8LKay5znJzMwk8rie5j164aT1qNL5Wk2qUmUmkwksujLqyjVRCCGEuFJmouW6JNLe+3Kpw8+3PfBOqToF+iLe/cJxjvTtex3nX9286zibdx2v9fgqIgk10WBt3raBW2+dwZG954iLSeCTj37F9d8P06xJAHuOHmLZipW1erzcnFy++PV3pk+4BavVyrxFi7FYav4G07iVFy17tCM9JQdnZx17j53G3KMdVouZDTt2EnbkKN9++AGuOi3JWdm88MqrVW57yYqlOCmdaBbsR06eno8/+a14W2jrEKJjr91KJ0IIIeqnVYt/pUXoXqaMmUJOVjrfvLmkSvNpLvq19KOTVzq9fz2Du85l9wX7TaNgbzVOBRFs27qDMcOfAjYDcDZuOyM6P86mEx9jtZpRKtX0aTOD6MRTnN1fev60v/zywyLatW/D0/+8Dz+3FqTn20fIBXt0BY7g4dSIQlsyACHeA9i3/kypNqxWK5GnMvFv05q0fPtCDEEenTh1uHZvwAkhhBDi5iAJtetEqVTy0B1jGDmwKwqFgj2Hwvly3lpM5tIJmUYB3jx613jat2qK2WJh085jzFu8TVahuoLFYmHx8j/p0KEjI7r0wWaz8cuShRw+cvCa9dWGzVvYsHlLrbR16HAYORYzXl5eGAwGtocV8s1PjnXG3z6zRm1HXIzg8OkTfPv1OdJSMorLfQN8aNu1KavWLb+a0IUQ15hcM8S1Eh0VSfQ3H9V6u7u3b6SPoZA7Bk3AqlCTGRfOj5//jM1m45N3f+aNRk1oqp2AweTMF+8sYeCwKYS08sPTw4e4yCQObs1jy8adFR7j3NkLPHrfS9w+azJtOvfCZlWwf7P97nTOuZa06TQYm1XJ7mXH2L1zf5lt/PTdn0y5bTydut8OKDi6LYL1a1bUcm8IIeo7Ly8vunbvTWxMJNHR13cScyHEjUMSatfJrMmD6dyuOQ+/9BUWi4X/PDebe2eO4rv5Gx3qKRUK/vPcbMKOXeCNTxbi6eHK6/+YQ76+iMVr9tZR9PVbePgZwsNL34luKMpahaw2rF63nP59B9K1bxusZlBplGTnp0syTYgGQK4ZoiE6uG8XB/ftKlX+1yi4T9/5nRyLfb6ysAOHa3ycxQtWweVp2BSAr5cHS/5cRVVTyCuXrmfl0srrCSFuTJNvvwvvtqM5lqCmYzcrE7QxfP2/f1/VkydCiJuTTBpxnYwb1oM/V+wiMzuPnDw9vy/bwegh3VBcsXxWk0Z+NGnkx29Lt2MyW0jPzGX5hgNMGNGrjiIXDdn+sL2s37KSjTtWsm7zcvbt313XIQkhqkCuGUIIIUTtCwwMxL31WJYdNRGdUsjO8wa2JoQwYdqsug5NCNEAyQi168DVxYkAP08iL5WsMHExJgl3V2f8fTxIzcgpLi9reXoUEBTgjYuzDn2hodzjKC7/qSrFFX+LslWnnzw9Pendsz9WkwKFUoHBUsCBsH2YTaYy26tp3/v5+dOtSy+sJlAoFRQYcjh4cD9Wq7XSfdu370jjoGZYzTaUagWX4iOJiDhfw0jsrsfvkpubO3179cdmUaFQKrDYitgXthejofzXRFm6d+uBj1cQNosNpUbBhcjTxF6KvUZRl5DXW+Wupo9upH69HteMq3n/qW9u9tdWQzj/2rjuVaXtm83NfO4g1wxRM30Hj2JvpOPn5fhME4PadaijiISofYWFhfj5+VVpnlRh5+zsXKMnxyShdh04O2kBKNCXfLHJ19tXXXR2dlxtKi4pg6TUTO6aPoLflm7H29ONqWP7AVSaUPP2dMdZV3r1qsr4eFVtxaybXdX6ycaxo/scSjxdnQHn4p/dlfaBod6ebqirkAAr8yhmA8eOOj7O5e3hVqV9U5PiSE2KcyjzraXfgWv9u3T8+AGHn92ddeBcvd/52JiLxOK4KENtnX9VyOutcjXpI6fL77M3gutxzajp9aI+u9lfW/X5/GvjuleZ+nz+19rNfO4g1wxRPcnxlwjuoiQjr6RMo1JgNUniQdw4bDYbJpOJoKAgioqKMBqN1dpfrVJitlyb63V95OzsjFKprNFj35JQuw4Ki+y/wK4uOnLz7W/Wbi5O9m1XfNmxWq289uGfPDx3HL9+8ix5BYVs3HmUFk0DySsorPA4WTl5FSbcrqTA/iEkMzu3yvOO3Oi8vDx54uGH6NK+PQUF+ew5dJif5v1a3E89unfj1okTsNps/L5oCecvXCjed9yoKWxZva9UmyqVisHjurNl23oA3Hx8AHj0/vvZcyac1evWVzk+hULB2BGT2bKm9HGcnZzoOaw1O3ZuK3PfFs1b4EwAF86Wnni1a6/2xKWdJzU1pcqxOMTFtf1dGjdqMltWl55gWqFQMHxiHzZtWVNpGz269SQpWk9acnqpbYNH9ObAiR0UXsO7OPJ6q9zV9JFLNROr9dn1uGZU93pRX7h7eHDPs++y8KgSvcGCj5uGCS3TWPT9e7X22nr4uf+yNSGY5CwjOrWS23ooWfnDf0hJTqp85zpQ3dfNnQ//g5P6dkSmGFEpFUzuqmb/yk+4eC7cod6jz7/BpthAUrJN6DRKbu+hZOm3/yatjOuEr58fMx57i0VHrBhMVgI8NYxrkc5X77+Mq5sbz70wG37fzaC71Ki9PGjmNJk3/vU51pp8cNVoeOXNx4kuXInekIPK6srmb3PQG82l3sOHjhhI31sCiM7YBdho7NWduGMuLF2wmolTx9C2v5LY7IMANPMewMmdBWxau73aMdWVm/26IteMm4+npyetWrUmOjqKzMzMGrVxKGwv/5wwh5gMV/IKLSgVMLO3mpXfzKvdYIWoY3+NtlKr1Wi1Vb+JoAA83VzJzMm7aa4t2dnZNZ5DURJq10GBvojU9BxCmwWRlJoFQMtmjcgrKCQtM7dU/YTkDP79v/nFP08a1ZsLUQkYDKZSdf/OdvlPddV0vxvRK8//gyG9emDMzQZnb1reMpbs7Bx27NiOs6sr/3rqCQJc7B/CQps+wx2PPI7NZiOkaQjxUWlgK/0QgcVsRaNwLu7jpx99GBavpE+blvTo3oX4xCSOHj9epfh6dO/J8bDzZR6nsNCAs9qz3P/LNq06snXVQcp60OHEoXOMnNybDVvWVimO8lyL3yVfX1+yUvVlnrPNBgqLBhSKSlc09PdrzMl9Byjr/A/sPkH/UQPZumNzbYVdLnm9Va4mfXQj9en1uGY01N/DCbfdybIzbugtZlBDZhHsTwkEauec2rbrQLSlFcl5BlA7YwAWnVBw24z7+eGzN682/GuqKufv7++Pybs7kXFGUDtjAZafgrmT7yLi3EvF9Tp27kKEIZSUfAOo1Rhs9n6YOvN+fvz87VLtTpxxH4tO6DDYrKCG1AIIL2hGl2496dazFfGmLQSgQ61VYCSHTPUeRo4Zyqb1Zd8Aqsi4CSNJVW7HRC4anQKTocAew5TRLPpzpUPd4bd050L+n2h0AApSC4/TbcBMVixR03d4G85m/YlGZ78mJOr3M3jUHDY2oITaXxrq67m23OzXjEmjejNqcDdaNA3kXGQ8L7w1r9y6Pl7uPHbXeDq3b44COHMhli9/WUd6GdeW+mb6HQ/i2nww5zOcGD/GAKmH+ePHT6vdjs1m44t3nmf63IfRejZGZSlg3U/zSExMuAZRC1H3zGYzZrO5yvUVgLNWjV6vv6HeK68VWZTgOtmw4yizpwzBx8sdT3cX5t46jM27jpeZBGjRNBAnnRalUkn3TqHMnjqEX5ZU/0OnqD4/T0/7/8nl/xelzUrTRo3s2/x88fd0/1tdd1xdXQHw9fUjNTmj3HYtppIhs74ensX/dlYp6dC+XZXj8/H2JT21/DtyFnP5Q3OtlorfEq31dGEjby9vMi4nFcpi0BurdNfFai7//E1GE0ql3F8Q9YdcM8rm4uFPjt7xQ2FMWvUeY6hIs9A2xFzxVm622EBbtUfq67vg4GBiczWlys1KF4efm4W2JSrD8XfNaLah0LpTFrWTFwaT4/UnOt1Ks1bt8A1wp9Dg+GU9s+ASrdo0r8EZQPPQxmQXxJcq9wv0LFWm1pX+AmFR5eLt7Y1CU3qEpqqM+kLUd5nZ+SxavYflG0qP5L/SE/dMQK1Wcc+zn3Dn0x9TZDDx9P2TrkOUV6dN2/aYGg1n2TEzZ2LzWXXCRLJLH7r16F2j9vR6Pb9+9zE/fPA83370Gpdioms5YiHEzUK+QV4nC1btxtPdhW/fewylQsHug+H8vGgrAE/eOxGAz3+2P7Y2uG8HJo7sjVajJi4pnU9+WMWx06Uf0xO1LzwyirahzVFqdViNBgqtEHb0GACJiUlEJKbQxt8bUBARn0h+fj4Aly7F0K5NTzLTy078aHQluesLly7R/PK/U/RFbNuxs8rxRUZF0Lp9CyLOln3hV+vKz5Er1aBUKstcuECj1WBV1M8vEolJifTr2o6YqLgyt7t6OGGowsIEKm3pkWkqlYphoweg1WpQqhXcMnoaeYWZ7N5T9f8TIa4FuWaULSnmDCF+rYhNL0mi9Wqh5Vjl3yOr5NihvYx+4DYS/3bfwstVjT6z7PefhubChQvcObWQkzElZVq1AkVhmkO9Ywf3MPTuKazNLinzddeQn36pzHZzUqLw9wghLbfk/6V3MyX7/9iFxdCeNr2aAkXF25p692btsoM1OoewvccZNrs7CdnHHMrPnYopVdeQX/pmi8rkS1paGtZCl1LbjAUyr5ZoePYePguAv2/ppPKVGgV4s2jNnuKpBbbvO8mT91WeUKvrhWz6DBrNmtNZ8LePsAfPFzKpW3/ios7LIhNluNkXLamM9E/5pG9Kq6gvJKF2nVitVr7+bT1f/1Z6vqy/vhT95dcl2/l1ScN75OBG8P6nn3EpIYG+PXuQk5PLhq3bCDt4EF8vD8wmE8/861XmzpyBVqPl9LkIevfuw9GjR8jMyiRggGeZCSsfPy9yC0sSbV989wP/C23Nqn1hrNy5m8Skqs/LExUdxa2TepeZUGscEkRKeum79n8JO7SPgcMHsntr6S8xQ0b3ZdeBDVWO43rS6/W4emtQa9SYTY5JPzcPV4os+VVq59yFU3Tp2Y6TR84B9vnXps64hXUrNlNYWPJFz8ffm4njp7Jm/YpaOwchqkuuGWXbuGYZT77Um5MejbmQbKFHMxUeOdVPzLRu24HR0+7BiAsaSw4rfv+SpKRE0tLSMMbuYkKXYeyNtNDUR8WgJll89taP1+Bsrr/CwkJiDq/htp5T2XHBhq+bklEt9Xz7/ucO9ZKSkrAm7mF8lyHsjzQT4quif6NMPn/75zLbXbn4V558uTMHU/yITrfQv4UKVdo+4uPjSExMoFenB4HdOGndaOzbjfxYP06eWFejczgYdoRBwx+meWNXUvJOEujcCghjx7bdper+/sMqHn3+Xi7lb8FqM9LMfSTLftkDwOLftjD34Tu5lG9PVDdzG8XPn1/dtAdC1HfL1u9nSN+OHDwegdVqZcTArhw6fqHS/ep6IZsNS+ehpvQX102X3/5v9oU5KiJ9UzHpn/JJ35SoaCEbSagJ8Tc2m40Fi5ewYPGS4rK/Z6T1ej1xCZmkJ+Ry/HA4rm7OjBk6hfTcRDZtX8fkWVM5uv8ssdH2eRi69upAYIgnazesdDgGwI+/zifHUv1RYTv2bGbK7HHs33GC1KQ0lEolvfp3wdkLtmzfVO5+WdlZpOXGMWriIPZsOURRkQEXV2cGj+zNxbgz9XpZ5Y1b1jL59ts4dSiCqIhYADp1a0dImwBWrV1apTaiY6Lx7x3I0NF92bvjCD37dGH7pt0OyTSAzLQs4i9m0LRJU+Lib4xRKULcKCwWC5+89QJdu/WkT7tOnFi5j6iLEdVaqTcoKIiRc/6P38Lsc8yplC488ORbfPH6oxQVFbFk/vcEB6+l7+BRxJ+I5P1v91bSYsOh0WhIiDlLbORpunbuRWZkMv+bt73MiXgX/foNTZqspffA4cQfi+R/35TfD0ajkQ//8zS9+vSnT2gbDvy5nbg4+3u11Wrlk/d/5MOWbdBHdGLLwlNERFwst62q+Ojdb2nXvg3de3Vn/zH76JyyHoeOiozhlWc+Z+ToIeicdPy64efikeUnj5/hP/+IZvTYYVisVn7a9A2FhRUv/iREQ3fmQixjh3Vn8TcvYsNGdGwKL739S6X71fVCNs4uLjzwzw/5NcyGxWpDqYA7+qr547N/ooabdmGOitzsi5ZURvqnfNI3pVW0kI0k1ISohvFjJrN1VRhGg32ofHamiS1r9tC2Y0uaNw9l8Yo/6NChI8M69kShgJOnj3E4PLnSdrt17Ya/XxD5+bkcPBxW4SojmVmZLFn5B9279aR9jx4olHDk6EEysypf7ejUmRNcuHiO/sMGolHrKDLq2bhzJSZTxQte1DWj0ciSFX/SpnVbhk3qiVKh4MzZkxxbs6ta7Rw8dAAXFxcGjB5I0+BmhO09Wma9MyfOM3Jyb0moCVFPnTh+hBPHjwDVfyRh7NS5LDlS8h5rscLK02pGj5/K6uULAEhMTGT5wl9rK9x6oe/AYfQecxen01wJcDHhZ4th7fIFFV5v4uPjiK9GPxw+uJ/DB8t//nbFkvU1upFUlnNnL3Du7AUUUGFC1WAwsG5N2QvO6PV6Vi6v2Ug5IRoahULBOy/dxa6wM/zrvd8BmHvrMN54YS7P/ueHCvet64Uv9Ho9C7/5LzPnPIpV54XSlMuqn38gJzsXXy+POo+vPpO+qZj0T/mkb0pU1A+SUBOiiry9vElPyC1Opv3d+TORjJk6gPDw04SHnyE8/EyZbahUKvz8/ADw8/PD392dzm17cmjvKc7sP4q7pxvjh08lOvECZ8JPlRuLv78/0TGRHLv8hfJKzs7OeHh4kJmZWSpZZjAY2LHr+k9YXlFMVXUh4jwXIs5fVRx6vZ6tOzYzZtjECutZyphrTgjR8GmdXDFcsYBLVoEFz8vvzfWFSqWiR6++KJVKjhw6UK0Vuq6k0+noNeYefgmzAvZVMQM8Q7ht9n0s/O27WopYCFGfubs6E+jvxcpNYRiM9s9hKzeFcfvEgXi4uZCbX3dPKpQ3x+/fpaQk8+3HrzmUyRxPQoi6Jgk1IaqoQ4dOHNt9ttztZkP5uWuFQsHI4WNQ21zQJ2WANZ1h/ceh8/Hl+y9+K66Xl5PPxlW7GTS8N6l+yaSlO04UPaDfYHzcA0iKz0Cn0+Ad4MbFmLOcv2CfF8zby5tB/YdTkG0kKyOXbu28UTnZ2LR13VV9GbsaXp5eDB4w4m8x+aBysrJ52/o6HRmnUFtRqVRljs7w8fcmNz/7+gclhLjmTh7cTq/uD3M4uuTxpTEdNGz/dUXdBXWFpiHNmfnwK+yNdcFig6cm3sfKee8SGVHxXEflfSnt3qM3YfE6oOSRxtQcM56d21Ypnr+/V/71b4XC/lW2rEctr4fy3r+vVTtVrVeVxEBt7CPEX5RKJSqV/Y9CoUCjUWOz2jBf8fuam68nITmDSaN68/ty++JLU8b0JS0jp86SaV179GHIxLspxAOdQs/ZA2vZtnHVNTmWQqHAw8ODvLw8eb0JIWqNJNTEDUutVuPn54fRaMRms5GVVfYKnFWl1+fj5u5CZhkj1AAUqvLvk00YN4V9m0+Ql1uAp1oJnXxYuWgD/cYNw8fPu9TqoHt3HGbklH6s37S6uGzIwGHEnsvkUJx9hJarmwtOzk40b9WYVi0tpKWnMnbEZJb+/rdJzI+DTqdlyq3TWbpyQc1PvoZ0Oh0jh9zCqoVbHGLS6rRMue02lqy4/jH9ZX/YHoaPH8WWNXtKbRsyqhdLVv1RB1EJIa6lzt160nvkDBqH+NCpuYUz8XpaeuqJP7mahITyF3W53qbe+TTf7VNis9nneDwbD/fOfpLPXn+y3H0efv5trK5NUStMZF06yp8/f1G8LSszneYupRNfSmvZ17O/DBkxjs6DplCEG428NKiUkJpnpVVjT2KS8zAZDdhyopj31btVWm25Kvz8/Bhzy1CyMnLYsmlnqRsv02dPolu/Zqi0Joz5Tvz23Wqy09KrfZxpt99Cr0EtUWgMmPXOLPh5A+FnSo+A7tCxLbPuHYfapRCrUcuRvVEsX+z4mKhCoeChx+fSrJ0HKC0UZmv5+qM/SE+vOK57HpxJ6y7+KNVmDDk6vv98MQkJidU+F3FzmzN1CHNvHVb88+qfX+Hk2RheeGteqVWh//vRAh6eO5b5nz2HQqEg8lIy//noz7oIG09PTwZMeZJ5YSbABGgY3WUm7eOiOBt+ulaPNWTEODoPvpV0gwu+uiIiDq9ncxXn4BVCiIpIQk3ckEKaNuXtf/0fLZuFgNlMYVEha3ft5fNvv+OeuXNw0jmxcNlyUlJSqtzmiVMnGTtsCptXl07AACjUZd+59vP1IyMpn7zcglLbNq7ZxtiJw9m4xnGFPpvNhsVY8uVHrVbjqvMhIS4cgKm3juaeO8bhrFWz92gEF2KiGT6kL08+8mapYxgMRs4ciaR16zZEVDK6obYNHjCUjStKz3NmNBg5eegibdu0Kx5dd73l5uVyNuoYt9w6lPCT0STFJdOybXNC2wWzddf6Oht1IYS4Ntzc3Bh62zP8st8ER5Jwd1YxuYcbh1Z8w5FDB+o6PAdGjS82m+Oo4jybF1qtFqOx7CTYgtOeWJT25FOofx+mzbib5Yvsk42fP3+OibPTOaHzpMBgv1aN6ajhwLYV5cbQIrQlTfreya+HDdi/7JqYM6QR3t5q/rcmkfwiezueri25+5EX+O7TN67upIHxE0cy6JbmxOTswEftzohbnuV/b/xCSrL9Wj1s5CBC+xRxNqskAXD3o3fw6evzqnWc/gP70G4QhGeV3Di554m7efWZGIfEoJOTE/c8MYETKb/A5QWl2w3qR//EPuzfW7K67N33z0AVcoIz6fYFiZRKNc/+3z386x//KzeG6bMm4dk2hvAM+w0nhULJUy/dy4tPvl+tcxHi92U7+H3ZjjK3XbkqdGxiGv96//frEFXlRt0yjbVnHD9rbQ03cPuoabWaUGvUqBEtBszl10NGwAgoGdvpVlpfOE3EVU4jIoQQyroOQIhr4e7Zs2jh44EKG1Z9HjqrmUlDBvLxe+9y97hRzBw2kI/f+A8uLi5VbtNqsZCWk0j7Tq1KbZs0YyR79+8sc7/u3XpyZH/586GV9wiJSlPy8mzbti1njkcU/3z7tOF4aUGHmeG9WhHSJITk2JQy53cDiLxwiRYhLcuN4VpRocNQTkzREbE0axp6nSNyFBMTzcoNi1G45tJ9aCiZRZdYvmZRlRZ4EEI0LCPGTWHdmZKRxHmFFv7Yl0OPgWPrMKqyqaxFpcqclMYyH5MPDbW/j1r+9gRTVJqZwJY9HOp9/f5L3BIczuyuBcztnMml3d9y/EhYuTEMHz+ddacc379XhKXg56EtTqYB5BSYUXpd/Xu5RqNh0Nh2WLXZdGk+nrZNBhGj38C9D99WXKfv4I4k5DguJpNUVHr10WEjB/PPVx/muf97iNZtSl+zB4/sTmyW47nHFWxj+MjBV7QziLgCxzlHY7MOMHhkd4ey5m19ydEnFP9stZox6GJo3LhxuefbvmsT0vNLVju12axkc5L27duXu48QN5TrdN9y1MQZrD3leINiS7iBwWOmXZ8AhBA3NBmhJm5Qpa/SNmy0DA4Cm/2LQHNfbzp16sjBg4eq3Oqhwwfo0KEjY6cNxFRkRalSoNBY2bJzLbl5uTWKtEWLJrz77jP8sWADJ4/bR2sFBvuTmlH2Yx+Dh/YmqJE/Wp0ac0E+FmvV5pD5a76b+qS+hHQh4gIXrvPoPSHE9WarN+85lYk7vZOezcdxJMaeQOvUWEPqxZ1XNXJWr9fz05fvXVVcinKmAK+Nfm3evDnBTQI4dekw5+J3oFJq6N16OkXZJTe+yjv+39370Cz82qeQmLMEhVrFnU+PY+18L8L2Ha5WO0C5X/irsn9lNcr6r6xyXELcALasX86c50by+99y2yM76NizdlmtHsdsMqJRKTD87X6ESqnAUksrDgshbm4yQk3ckH6e/yfRmTmYAYWrO0UKNat37iUhJbW4Tqa+iMjIqGq3HR5+hjUbl7Nx50rWb1vBuo2rKkymHT12mF79u5S7vW+PNvTr2JSX/nk3Op0WLx8P+gztyJGjJR/+z507R8durfEP8OUfT81EVZiLMTsTpZs72w9GcCk+lkYhgWh12jKP0aptc6JiIsrcdi2ZbUU4OenK3BbaOoToS5HXOSIhxM1q24ZVjO/gOBH18HY69m1dUTcBVWD1svnYzs1nTsc0ZndMxzVuCUvn/1Bm3ago+3VM9bdPdKEBGpIjy14Fuqq2rVvMLZ0drylT+gWQlmPE3VlVXOblqsaUVf1r6ZWsVisZubGkZNtHbVmsJg6c/xN/v4DiOgd2naKxV0+H/YKdBhb/29nZmVZdPEjMOQmAzWbhfNpaxk7u57DPzq1HCPF2LGvqOpLtW3c7lG3fupsQ15EOZSHe/di5xbFvo86m4+ncpPhnpVKN1tCchIQEynP2RDx+riWj5xQKFR62Tpw9W/7iR0LcSHJycti38nPu6VnIrN4a7uplIvvkQs6Fn6nV42xYuYCp3Ry/8k7qomHL6rqbx1cIceOQEWrihhSfkMDdjz+Fj48PRqMRhUJBdnY2IU2b8uh996BRqVixYRMZGRm1dkylUomTkxOFhYUOowgyMjPw6euKu6cbeTn5Dvs8+OgsWgR5gM1GkK87k2aNIC4xhmUrFznUs1gs5Bdl0Hdgd7xdtNjM9tts6amZrNu0m9TcGFauW8Kk2291XJQAcHLS0aFHaJ0sSrBn/y4mTZ3OygWbHcp1Oi2de7eq00UJhBA3l/z8fLYv/oS7p9yLUeWFxqrn/KHVnDl1oq5DK9PObRvYuW1DlevP7JiNzd0Dtc1IRsx+Fi769aqOHxMdRdMDv3HXoCkYlW4EempQKXNIy7bw/AQ/YpLzMBqLsGZFMO/rqxv5BuDt7U1KTumRwsnJJaO1d2zbi5//RLr1n41KZ8aQp2PeVyUrAvr5+VFoSy3VhkrrOBLlwN5DNAoeT8+Bc1DpTBjzdfz8+epSCysYDAZ++nw1s+6di9bNgNmg5uieSA7scxzZ/tvPi3nwsTvo2G4wCpWVgkwVH739c4Xnu3Thau52n0GHLr1Rqi0U5mj47N36MbeVENfLiaMHOXH04DVd6TYrK4vdSz/m7kl3Y1C4o7UVELblp3q1EI0QouGShJq4YVksFtLS0hzKYuPi+L//Xv3EyX/n6uLK8KGjMRcpKcjT4+7pgplCtmzfWPzhYM36FYwaPgaNwpWilGwwpTB15niGDeuN6nLy7Xx8IouWzS93TrXd+3YyfOgIsoxWvJSAQkGWvoiMgjgio+x39DdsXcm420agzzGRnZmLX5A3Sq2FlWuX1Oo5V5XBYGDzjjWMu22kQ0wqnZUVa+omJiHEzevMyaOcOXkUhUJxwy088t2H/4JaPq/d2zewe/sGh/66Vn139uxZpinvIJHw4jK1SktyXJ5DvSUL17BkYUkcCsDXywOAxMREXGxTHeorFEoM+SqutHzxepYvrvx8zoZf4LV/Xqiwns1m47svf798vKr3zy8/LKr2PkLciK5VMu0vp08c5fSJo5VXFEKIapKEmrihqVQqtFothYWF16R9jUbDLWOmsfLPzQ4fhp1dnJk66TaWrV5cXLZl+yaUSiXtm4SAkwvZOZn8sXg1Q4b0Ijk5ka9++KHcZNpftu/cxpmzp7n3jjnkFxTw3c/zHCapzs7JZvX6ZTg5OeHu7s6Ji1mYzXU7R0RObg6r1y9Dp9Ph4eFRL2ISQtzcbtTkRU3Oq1nzFkya8yQmjQ9qq55zhzaydcPKctu9Vn1XUFDA4Z3x9Bg2kdjcPbho/QjWDuOdD78ts35ZcVgsFjavOsaY26YTk7MdjcqFZq6j+eTt+eUet6rnU5v1Bg/rz6iJvVA7mTAWaFg6fwunT8qjnkIIIURDIwk1ccMaNmQwT957N646HQfPhPPvt96p9WMM7D+YjSt2l/oAXagv5NyJWFqGtiQyqmSeMA93D7p06AVR4ezYEEaO2craJTsYMqYvAf6B5OfnX3mIUlJTU3nv408qrFNUVERRUelV4mrC38+f7l17YbNBemYqx47XbF4eg8FQasSgEEKIuqPRaLj9oX/z3V4bNpsVcGJI+9vpnp7MscPlrwBaFpVKxbSZ9+DduC1Km4ndGxYSfvpktdpYvngd+3YFMnLsICIT0/li+/8qvdF0pe1b9nD8yBnGjB9Gbk4e3276pMzVUSuj0+m46/4Z+DVyxmJSsuzPTVyMuPq54kJbtmD07a05n/YHXL7k3/noXN56MYHc3JotbiSEEEKIuiEJNXHDuvv26QS52CfEH961E2NHjWLjli21egydypVCvePotwceup1e3duSk6dn34mjDgm1QQOGsXnlHkZ28nHYZ9emMMZNG0xUdP2apH/0yHHkpZvZseYoNpuNgEb+TJ8yh60715OVnVXX4QkhxDXRoVMXOnbpzZkTBwk/c6quw7lmBgwezpYILTZbydxhu84bmT10UrUTag898xpbk1uQdMaevJo06QXUmk84eaxkgR0nJx2Tpt9G+46t2LPjIBs3bMVqteLm5saY8cMxm81sWr+dP35delXnlZWVxcI/lpe7PTg4mGGj+pMQl8LunfvKfNzsX288QZxlBbGGbBQqJU++OpcDm+JY9OdyhyRfz17daNexNQf3HSMi4mKlsU2aNoKI9NUOZRez1zBp6hjm/ypTIQghhBANiazyKW5YalXJnClKBWh1JatNtm3ThqcffYTZt09Hoaj+MvVNGjfmqUcepllIiEP5iNEDmDWxP+2aeNO3fWMeuHMmzzz2CONGjwLAYij/JZcQk0ajoEalyt3c3Hj8oQd57MEHcHFxqXasNdW7Vz/OH0vgyP6TxSPwUpPSWPnnFoYNGn3d4hBCiOvp8X++QZMRL7HXMIQmo17i8edfr+uQrhmNRouprAFgiup9PAwKCiJdFUpSVslIsNUnjAwcM8Oh3jufvkD3UW7EWBbQcayez3/4L0OGD+LVD+4lsHckTQfE88bHj9OmXeuanE6VzJw7lUf/NRKXdsfoMcnK2x+/gJubm0OdLl07oXc6jd6QDYDNZuVQ9O+MnNaWdz/9J97e3qhUKl57+zlGzvXDqc0hZj3VmSf/cX+lx1eqlFhtjgk8i9WEVquptXMUQgghxPUhCTVxw1q6fgN5Fhs2tYZDkZdYv3EjAM1CQnjv5ReZMWwgj90+lX8+/WS12vXy8uKj1//NzOGDGDOoB5q/fQhu1qwRakXJ458+LjrmTJrAi/ffw+wZ0zEZyp87LCsjF09PT4cylUrFx2+/wZyRQ7hj1FA+efvNGiUAa8LfuxFJ8SllbrsYHk/zZs2vSxxCCHG9DBg8giM5oey/WEReoYX9EQaO5bak/6ChdR3aNbF311ZGtna8LnVvpuXckR3VaicwMJCk/NIJIbNC5/BznjmGo5Er0BuySco6x6HEb3ng8emcTPmDXH0K2QWJHE+Zx+x7xlX7XP6uvOukl5cXnfr7cC5tHYXGHFJzz3M+bz53PTDdoV5wkyDyjckOZTablUJjDqcyf+Heh29n0tRxZGi2kZB9jCJTHlEZu3BvlkKHju0rjG3z+r2E+g5xKGvlPY7VKzaXs4cQQggh6itJqIkb1orVa5jzxDPc+fz/8dzLrxRPhD98yGD8nbUAKG02OrRsUa12B/TrR2MP+93sRl5OPPrkHcXbNq7fQ5HK2d62RguXR3ZpFTa6tmuHk0v5d6BD2zQhNi4WZ2dnfHzsj4QGBATQJrhk1Fqr4EB8fX3t2/wDGDNyPGNGjiekaUiZbV4Ni7H8FZcuhEcRGtqqSu04OzszfNhIRo8cR7eu3WopOiGEqH3tu/XjTLzBoexUvIEO3QbUUUTXVmFhIduXfsZ9fYxM7qrljt7gl7ODXds3Vauds2fP0jlA71DmqlNhyUt0KEvMdJx432QuxETp6QO0btWf8wzAP8CfV996ire/fIS3Pnuc+x6a7bC9a/fOZBgd53UzmvV4+Wsdyg7sPUwjl94OZe7O/hhMBVisRly9FLRs24isgjiHOvHZhxk01HG/K50+Gc6pHXo6+Mymjd94OnjdwcbFp0lPT6/u6QohhBCijskcauKGlpmZSWZmpkNZ+LnzFE4Yi7PSfgc7Lat6kwCHnz1LrtGMh1oJVitt2wYzfvpg9Flm4mOTOH7uEoN7t8NmMmLKzUbr5QMKBcnpmeQWZuLt51WqTZ1Oi5OHihFDh/DwnFm4aDXsP3OWN9//H6k5uQS72ZN0qTl55OTkMHH8VNLic9m+2r5AQIcubeg1qR+r1i+rtRU0Very8+0BjfzIyKh8gYG+ffrjofVn39ajGA1GghoHcOuk2ew+sEUWKBBC1DtpiTEEerUnJbskodPIW0NKQnStHUOlUtF3wGB0Ts7s37291haQqalTx49w6vgR3N3d0ev11V4EAMBoNHJ650LuGjGXPVEq/N0VdPfL4Kv3vnCo5+PWhPjMiL+VKNCqPABQKlQ0D+yJSqnBlu84sq2qnnv5HsJzfsGaaj8Hn1bNmXnHVBbOXwFAdNQlhqh7k0bJ/6dCocRUaL/etWwVSodObTh+9AyHtyXQZ9TtJOsP4ePWhEY+bdkd/gsAFoOKrIw8nJq5U2TMKzk/1+acOB9TaZwrlm5g1XIlbm5ushCBEPVUuw4dGTBsAnk5maxfuaBKC4cJIW4+MkJN3HQOHj7M1wuXcuhiDFtPhPPmhx9Vab/777qTrl06E3PpEh//9AsHL0az88x5/vv++7i5q+jYPZh7HpmIVmPg2PkI9p88zaW8QvYfP8HKfQf58vvv2bVnOx17NgNAeTmh16VHe0ZP6c/GLWuZPWUSPloVTlgZ1rkD/fv04c1Pv2D/+Uj2X4ji7U8/Z/CAYezfeoqjYaeLYws/eYFNK/YxZuQtV9U3/n7+jB89kTHDJxAS2oTAIP8y63Xv254TJ09U2Fbr1m0oylSyY9MBjAYjAMkJqaxeuJUh/UddVZxCCHEtbFyzlFs7FuLpar/f6OmqZmqHQjatXVYr7Qc3bsKzb3yHse1DpAXP5cF/fUOX7hWPaLpe8vLyapRM+4tvQBB6k4L2TV1p4qvFbDJgNBod6gR5dsDfMxQAlVLDgFb3s3fbKdo3Gs/QTvejN2STlZ+Al68rXbt3qtbxmzdvToH6PFZbyTlk6mNo07lklHfspVgMqYH4uDa7HIOWzgGzWPT7Op5/+RFmP92VJgNiufeF/gQ3DeLdF/+kqWoyNquSnad/BKBjwG0sX7iFxX+spp3X7eg0rgC4OfkSoBjCzu17qhSv1WqVZJoQ9dT0Ox6i1diXWXqpHWGmITz08pcEN25S12EJIeohGaEmbkpLV6xk6YqVVao7Yfx4Duzfy4wRg7l1zAhe/+xrNm3dxqat2wB4+9+vMrRzO7BaiczM5eHnnqewsLDc9rbv2srElm3oM7IDBrWaM2dPcWTNTvtG299r2kCp5MTJk5w4WfKIyoRR7cjNzuNKBoMRQ4ENnU6HwWAotb0yffv0R2vxYOuqQ9hsNnYqjzBi7CBaFjRj3y77Km0KhYJBI3pxPqryVe/atGjPphX7y9x2aM9punTuSlpaCpPGjyM5NZVVa9dVO2YhhKhNBoOBL99+lsm3341rk2AMeSlEnsrlzoee48TBXRw+uO+q2p9211N8v1eB1WYflTYvDe6b8gAnjx2qjfDrjL+/P64tR7HksAGwX3/8PfyYNvNuFv3+Q3G9bz5cwnNvPUehNRm9MZvs7ExUKnC2NGf7qW/46yKYnvstM+66kxPHTpdxtLLZ502zVVrvf299w+Rp42ndoReGfAuffLOE9h3aYPU7TXSG/ZHUXH0KzVr0o3mLEJ5/+jVumTSaTt2nY9Rb+OaH9cTG2h/1fOvl75k5dzK+3jqSz+Xw3z8/LXPFUCFEw+Hh4YFb84FsPGZ/L8vKN/PjXpg9+2G++d+r1/TYCoUCtVqNyVSzx96FENefJNSEqESfrp05sH8vAJ4aNUP79+PAwYPF2zu1CoXLH6BbBfjStUsXDoSFVdru7j07ybE4Pp65cM1aHpp9Oy5aHWGnz7Fj506H7S4uLuRmF5TbZlx0Eo0bNyYqKqrK5wcQFBiEyujGgX3HisusVitb1u9i5PhBTJoxnPx8PSotHDqyn/SMyud6MVcwB1tSfArdBwzklacfp7G7MxagdWgoH37+Rbn7CCHE9VBQUMCf877C3d2dR//vY5ad1pESZaJHr8480G84P3z2Vo3bNmt8sV6R80kqdMXHx6fU9AQNSe8BwwiLcSxLyzXj2b6lQ5mXlxdhF38lKedMcVlIiz7Y1J5cmQwza9Lx9PQkJyenSjFER0fjap6OQhGG7fIoNW+XZlw85bi4jtVqZcXStbC0pGzWXRNJyXUchXgpM4zBwydz4vgp1q3ezLrVpY+ZnZ3Nt1/8WqX4hBD1j5eXF+OnzsHF3YsjezZx/NhhWrRoQUSWE1DyedtqA7PKs/yGasHMux7Fp0VvjDYNrrZMls37iPi4S9f0mEKIqycJNSEqkfm3RzKsCgVJqWlXbM/D198bgByDgZhLNb/4rVq7jq07duLi4lLmHGMGgwEXV6dy9/fx8eRCQvWSaQDdu/Rmy8qyk4DbN+5j2MQebNpRvRFkygrmYHNy0tGmdSsau9vnhlMB3dq1rVb7QghxLU2ddT+/HtZQUGQfKXA0xoBnu/a0CG1JdFRkjdpUW4sAZ4cyL52JvLzSo44bkoRLUYQMVJCSXVKmVimwmRxvAHXs2oqknLUOZbFZh2jh379Um2qbBwUF5d9AKssn7/7KI8/MRudRBFYNUeFZ/Pnb/Er3y0zLxaWVF3pDyQl4ujQi/lTZK10LcbXat25a5bpnI+IqrySqrWlIc2596HUWH7ORl2phwJBOzOy6hw3L5zN1ooGTMSV1FQrQWK/d+/SEqbOIUA0g4pAJMKFQuPPQw6/w4asPYbNVPvJWCFF3JKEmGryBAwbj6eqHxWRFpVGSnZfGvgNVm8OkLE2bNKVLhx6YTfah1xei7KuUnU3K4FLCRVKS9IwfMRWLwsCO3Vt557MvePiuuei0GtZu3U67Nh3o3qkfSlQEBPqjVCmJj0tArVNw8MhejJklK5p17dyNJo2aYzbaUKgUmK16tu/aWu6XCIvFgtZZUW7s/sGeHDhV/VEOFnP5o8msVitNGjVn7LApKNUKCo257Ny9vdILfEFRDu4eruTllj6XAcN7snf/bsb16YzT5bnkssr5QhncKJhuXXpjuTwVj0pr48DBPWRmNdzRHEKI+k/nEUhBguOcYqcToUOXXjVOqJ0JW8ewTrPZcd7+htaxsZacmH0N/vGeE8eP8I8paUSl+5KRZ0KtUjCnt5rl3/zsUC87Mw+XYMfElYdzIJcuZNPMexCXsuzX7iCPjlw4kV7tRXZSklP470ufolKpqjUf3NKFa3nt/Uc5k/EHJksROo0rzZxv4ftVVZtjVYjq+vDV+7BhQ4H9M5Dt8gjNK38GmHDX69c/wJvAhBkP8vN+M399nN0XUcS0bn2B+RTF7Wdg68Hsu1iEu5Oa6T1g2bffX7NYmrTtza5TJdcBmw0OJ7vRqVNnTp06WcGeQoi6Jgk10aBNnnArYdtPk5l+vrjML8CHSbdMY/W65dVur13b9vi7hTjM/aVQgkcQfP/tCs6Hl6wMptFqmDZjBstWL+S5V/4NwPSpsziwNcwhidS4aRDtO7Vh07JdDBvbn/iY4wD07zuAqEt6NoWVzMnj7OzE9NtmsWTlgnK/DOw5sIOJt49lw/KdmM32OgqFghG3DODY6YNl7lOZilb0VCqVJMWlsW2dvU/cPFy5bcpMlqxYUGGbu/fuZPrUWWxdE0ZeTsnKSJ17tCOzIJlDhw/wY7OmDO7di4LCIj766ptSbYS2aEnzoHZsXu44F9voScM5enovySnJ1TlNIYSoMlN+Gq66YAoMJe/FHRopOLv6aI3b3LF5Ld2z0pkzdDIBjZqgVduITwzl6Rf+i0Hhig0FiRePsHrpHzVqX6PRMOPOR3Dxb4HaZmLfliWcOGqfn83V1ZXb73oMZ+8QmoUEk56RSV5mMhuW/sSlmLJXMR02agLteg7DhhJ9RjQuHv5Y1B54O9uwWCDPBMbseBb+8hWfv/MC02bdh3uT5ijMBSz/5icSExMc2lu3ehvPDnyI0xnzMVsMuOq8GdruSYoM+Wi0IXRoOgKTyUh+fhE2vzj8/PxIT694igGV2v5R9vnX7kOjcmLbhoPEXUqioKCA7OzsUvX9/Py464FbcfZQYNQr+GPeKhLiE3nnlR+5456puHioyEk28Oa7X1Wa6FSr1dx57+00buGJ1axk6/qDhO0/XOE+1aVQKJh95620aOuPzargwM7TbNuyu9rtuLq6cs9DM/D212I2qli+YDPnz0VUvqO4Ju559pPif7cICeSRO8ezbN0+Tl+IBaBTmxCmje/Pt79vqKMIb3wWtTtX3huOzHaiefPmLPz1a7p0DeP2wWMpyMvilw8WlPl+UlsUZdwrV6KQORmFaAAkoSYarNdffZWFv24hMz3boTw9NZPI04m0atmai5HV+7DYv9cQenVqw4N3T2H/wXB++G4Rt88ax8YdKzh/NgooueKZjCbWLN7B0NEj2LJtI7179mHf1hOlRmQlxCUTGBTAvQ9MZ0CfDjgrR5P3xdcoTc4obYUMGNyLQ2EnMBlNFBYWsWnlPiZPmIqxyIxa4YSvjzddu7SlRfMgjp06wZsffMimHasZcstQsKhQKlUMGtSbZkGexCR24PX3Pii1slpljp86TM9+nTlyoPRiA4OH9+PwgePFP+fnFrB3y3F69+zDoSPlJ/BsNhtLVixg0MAhuOo8sVlsqLVKzl08Q+ThiwD8sXAxfyxcXG4bHdt0Y8Py0l8cNq/ezdhpA1mzsfpJUyGEqIoVC37koRc/YulJHWm5RrqE6GjMBdZcvLokxLHDYYS27cyxnBDOJpoAHzqGNKVVI1dWhqUSGjCeO+73Z/6Pn1a77cf++RYrLjYiM9meCBo/6mkUis85cfQgj7/0Ab8edaXgkgWO5zB7SBP2prky6f7XWfT5P0hNTXVoa/zUWegbTWD+KRNermpmD+nCdxvjsFhBo1Lw0LimLN8Yj07jx+MvvseH/32ahb+WvjHydwUFBfbE1b32xFWnVp3Jt8Sy8+wPWG0WlAoVw7s8wrHkeZhdjLz43/t49R+fUVRUVG6bT/3jXn79diGXjCto5B/Koy9MJSb5JAqzEwWpbnz0zvfFiTEnJydeev1+Tqb/gsVoQqFR8cwrc3n7/34mMzOTzz/6qVr9/fzLD5PpvIVogz3pN3r2MDRaNXt2HqhWOxV58h/3YQ44RIx+BwC9JvTG2XU0a1durlY7r7z5BBcK/iDbqAfg7qdu44cPTURFxtRarKLqUjNK5gZ88bHb+G7+RvYfOVdcFh2bQkZ2HrMmDybs2IW6CPGGpzLnoFS4Ocxr2caniCWX5yE+eeIoJ0/U/AZKdcSc3k/74CmXrwmgUkKPoFz+d6bqC7MIIepG+cNShKjHZtx6KwHuvlw4W/ZjNxHnomnVonpzcjULacbQft3pFhpAy0B3Zk7sx8y5k5h0y+By9zEajKixz2nm6x1IWkpGmfXSUtOZc+tQWjfyJNBZBUDT4EC+/OhZ3nn5Tj797P/Q6bQA+Af6UZgNm1bsZ93y7fz24zKef/od5v++nsHdunP/3XdSUFDAxi3r2Lh9NW3aBDGsYzNa+HgyvHN7Hnvg/mqdN0BSchJKVyO9BnQpLlMoFEycMoLbbhtJVqbjpNDpqZn4egVW2q7NZmP3np1s2LqKjTtWs3bTSiKjLlYpJj8/P1ITssvdbtRb0Wg0VWpLCCGqKycnhy/eeIKuts3MaHkR6+nv+Pbj/9ZK24Gt+hV/cQI4E1uAt5v9/Swq1YRbk27Vfn9rGhJCjLEJmfkl7a4/baT/yFvp1ac/e+I9HUbbLdqTxNDOPiw4bGH8rXeVaq9F56Gk61XcO7IxT04K4dftiVguD5YwWWws25fCsC4+5BaaOZXlT/sOHasUZ2ZmJp9/+BPrlu6j0JbEwfOLsF5eRMBqs7D/3HzaNx2OxWoiMn81E6eMKbctf39/dP7Zl39S0ClkFJuOf8yF5K2cT19LpvMm7n9kdnH9iVPGcDFvFRarvY9sNgtnM5Zy26xbqhT73wUEBOAUkEWBoWQEXXTmDoaP7VHttsrj4uJCQHMFOfqSkX4JOYfoPahNtdrp3bcnmYqDGM364rLwtBVMmzm21mIVNdeqRSMuxaeWKo+JSyW0WVAdRHRzWPXnN9w/UImPmwaVEoa3dyI3enedzGm5Yc0SmhTs4M7eFub0UXNnlyzmf/mf6x6HEKL6ZISaaJD8/Xwo1Jd/xxoqnhesLO7u7mjVJSPQNAob7duFYjFVPIeL9fI3DKu5/DnFGjcORKuwOaxhNqh/Z5wUFmxm6NDEi1smDWP5kk20bd+SDau3lWpj2eINdOveDm93D4dyT3c3ises22z2n2tg3/7dBAUG8chzcwgNCsLP14MWgV7EpZf9wcJiubbD0N3c3Mj926OiVyrUF6HRaBr83ENCiPqrsLCQ5Qt/qdU2FQoFJnSA43uX0WRFqbCvJldg1qDT6ar1/ubr60tqvqpUuUWpwz+oMRfyHK9RFqv90mEwWdE4uZfaT6tzZUx3P37YFM/cYcEUFDlOQ5CaY8DXzQeAlHwF/oGNOBt+plQ75QkKCgCljYK/zacGoDfk4KSxx5NflEFgo9ILFvzF19cXk80+L6mvewjxGY6jOfSGLFqFuBb/HNjIj5wix9FjBlM+AZ4uVY7778c22Eo/jqpU19610d3dHRO5pcqVmqrPDwfQKDiAAmOsQ5nNZkGtlcnO64P0zFxGD+7GL0scP/uNHtyN9MzS//+idiQmJPDtW48zbvIMPEP82LNmDRfOn62zeJb9+SPwY50dXwhRMzJCTTRI6zZvxSfAG+3lUV1XcnLSYVFUL9ESFR1FXHImJps9qRaXbeDbr/6koJKEmkZnfxmptPb5xspsOzKOhFwjoMCmsNf5628Ai01BZmYObu6u5OaUf2ds9+6j7DvkOD/Lll27yTHaY8w1Wdi6u+YLMiSnJPPz7z/gH+ROaIA7VpuNg0fPl6qnUChQa8pfHKE2JCQkEBJa/p1ZTx839Hp9uduFEKI+stlsOFvSUf7tLVShAFdnVfGjR36aHPLzy7+hUJbw8HB6NCp0KPN0VWPIusSB3VsZFOpYv6mfExl5Rto20hIdfqhUe038nVi02z5P5YXEArqHOibdhnfx5cCFbAD6NjVx5OD+K5uo0IH9hzEVamjVqJ9DeZvggcSl2yfhbuE7iK0by7+mRUVF0TJgBADtmgzF36NFqTo2S0lHb9mwmxa+gxy2N/bqxqG91X+sKiIiAg9FB4cyncaVrNTqLaRQkZSUFHSWJg5lKqUWfWb1Pr7v3nGAxm4DHMo8XYK5FFF6NXFx/c1bvI0Zkwfx4av3cd/MUdw7cxT/e/VeZkwaxLzFpW+witpTUFDA0j9/5qevPqjTZJoQouGSEWqiQYqOjuaND99n6oyxLPptdantw8f3Z+OOldVqU6/Xs/tgGDu3HcI/wIf1a3eSlZnDP5/9AI2nPYl05eSlHbu1ITYxmrdefYVG/r6MGTqcF559r1Tb/Qb34oH7/s2M2bfg66mkFXAm8hJKNzfcnHXsP3KandvC8PHzxmAof/6zlJR04jId59LYdyCM5zKz6NO7F4cOH+Hs+dIJsOrIz8/nsRf+jykTJxDSuBVffPZ7qTqDR/Ym7PC+MvauPSaTCYXWjJuHK/lXzEvnF+BDXqGs8imEaJiWzvuIBx99jUOJ9tFTE3v6EhaRS9dmzvRpXMCKeZ9Uu02jwcCxLb9x56g7OZzoRICrlVYuSXz9wVcYDAaST65iZq8JnEh2olUjJ0KD3LgYk0Q317P8sGlNqfaiLpwhv6gZAAcv5DB7SCMa+zoRkaind0tnfNw0JKQXcUcfFef2Lix3dery5OXlsXrhPmbfOxZP1yASMs7QzK8n7k6NOB2/hrZ+k4g8rufc2fLnj3r2xQc4EjMfgL1nf2VQl9mE+HcnNu0YAEEeXTi6s2SagfPnIog93p223SaRYzmPu6oFaRe17Nk9r1qxA5jNZlb+uYepc+aSbj6CTumNU2Eb3vnq62q3VZH5P6znrkfuId18GLXCGXdLZz54/YdqtZGVlcWBzbH0GzWdTPMp3JSNMaQF8O2Ciue8E9fH7rAzJCZncOv4/nTvFIpCoeBSfCrf/LaBizFJdR2eEEKICkhCTTRYFyMjMVusTLhtOIf3nyYlMY1GTQLp2b8jR08dwGAwVLvN9ZtWM2HcVM5fjCE7KxetTkv3Ph04fX4f46YNIvp8MudOX8TN3ZV+Q7uTlh3PlDHjGNbJPl+bNVDJa+88xRcf/05GaibNWzalS/eOHNp/jK692hGfHseihev5sGUbFiyZT0TSaMKPRRJ54RIeXu70HtAJZ2cXjoSdKDO+oCa+HD1f+o7yuQsXOHeh9iatzc3N5bc//iQwIJCJM4Zz8tAFYqMT8PH3pu/gLpyPOkVm1tUltKryuObGLeuYMG4K2SmFHNp3AqVSQd/B3dG62di0df1VHV8IIepKQnwcH77yIJ272OetfOGrk3To0BGNVscnJ47VeGW3fbu3cuTgHrp07c6ZtBTWRJes3rlh1SJct66lU5euHN+dRZSXN7Ex0SQllf2Ffdv6JQwd/y+2n7VPr/DnriSm9HSnec5yFry3EQ8PDwIbBfPLb8cpLCwss43KbFizlV3b9jNo0ABcXP35ZfcCFAoFrVqHcu7sSrKyssrdNygoCOfALHITSuIPO7+AyT3/S6j/AFQKHZFn0lmz8mOH/X75YRHe3t60a9+GixGbSUur+SitA3sPc+TgCbr36EZW5jkiIkrf4LtaZ06d5V9PR9C1WxcK9amEh9ds1cfVyzeybZMrXbp0Ii5uP/Hx8bUcqbgakZeS+eAbWWhJCCEaGkmoiQYtJiaamJhounXtRvue3UlJTWb52gU1bs9isbBq7VL8/fwZOrEHJrOJg4d24aJVs3r9Mpo1a86wSd0p0BewedcqzGYzd9w6sXh/JVbS0hNo0taNzn2bkZ2dRXZhEq27BXH4yH5ycnPo0sL+SMpH//0351JTOXP+GMMmdScvL5d125YzsN9gAhr5k5rk+CE/IMiPvMIMbFcOk7uGUlJTWL5mIR3ad2BYp+5k52SyeuOSGsfg7ubO0MEjsRiUGAqNuLjp0Btz2baz7NXKbDYba9avwNvLm8G39MZqs3Lw0K5qPwolhBD1jc1m4+SJkpsnZ2ppNTeDwcChg2WvMllQUEDY/qqNLj4XfoYOXbYwo+cQorOcaOFdRFbEepYtsl9js7KyuHTp0lXHq9fr2bRpi0NZVZJcQUFBFNqSS5WnFVxg/zn7qLVgz+6MnziS9Wu2OtTJyspi/76wq4i6hMlk4mBY6Udma5PZbObI4atfbbCgoID9+2vnvIUQQgghCTVxgzh+4niN923dqjWurq5ciLhQPCdXWnoam7duBEABuGjtCwGoVCrS0lOIuBiB2WyfJ+XAseN0bdkCnRIyDSYuxSeiL9Rz9NjRMkcZ3DNrJixdha+ThmFdOhB+oRvzFy4s3r57305GDB1Nhy6tOBZ2BpvNRo9+nbCq9GzdUXbi6WrONzg4mICAQOJiY8nILFmlVKlU0q5dO1RKNefOnyX8bPhVHdfJyYlxIyezcsEWh4Sch5c7k26Zxup15d+ZzcrOYsu2TVd1fCGEqGudu/Vi6MQ7MSrd0Zhz2bXuN04dP1LXYZVr2YKfcHFZQNOmTTkQF1ev5q0MDw9nhuJBoCQpqVU7F68YCpCYc4xeA2eWSqjVBwEBAbi4uBATE1PXoYg6sGbeq1T11uSke964prEIIYSoOUmoiZtWl05dCWnUivOnY0hJLqBf1+E4eajYsHlNmYmwscMnE30hiZTUPPp0Goarj4YNm9ewcOkyklJSGD96HBfOx3F410VUajVjh00huyCV/WF7Hdrx8vSkuHWrFXd311LH2rZzMzqdjm7dugMKdh3cUKNHWCs630E9R9O2Y2v2bD9IUkQqrVt1Z3B/b7bu3EDHDp3xdgvk7IlIzGYLIwbcggl9uSPJqmLQgCGsW7az1Oi23Ow8kmOyCQoMIjml9GgDIYS4Efj7+zNg6jP8cvCveTI9mDP1WdKSn0etVpOenk5RUdmrVwcHB5OXl0deXvmL1jg5O+Pr60tiYmKNHhl1d3fH3d2dxMREh3K9Xs/5GszNGRgYiMFgwMnJCa2x/LlBARo1aoRerycnJ6fcOgqFguDgYLKystDr9bi5uXF4RyxdBtzKNhYR4tOdbm1Hs//8fNycfMkvst8gUqqqPqK6Kv1cEQ8PD1xdXct9jBbA2dmZ5195CJVnKmabHlfrbfzw+TIiL0aXu4+48Xz642psVU6pCXFza9W6JW3bteTo4VMVvr8KURckoSYaJJVKRc/u3cnMyuJiZGS192/dqjVaqzcbV+4uLtu9NZPuvTrx2MOP8+U3XxQnfkJCQijIzWbruv1weQXQPamZODnpmDB5KivXLEGp0PHFh3+Smpxe3F5iXDLNWzWlV48+HD56kObNm/Pic88Q6u/PRUDl5EJsTgGLl62gc6dOBAYFoc/P58ixYxgMBgwGA2HlPLZT7fNt3Qat1ZszRy/SJKQRx+JT2L5xP2F7jjNs1EBOHztHRlomCoWCB59+gM1rd3MkoiQRmJKUhn+gL8MGj2DH7pqtOKXGCWM5Cy4cP3yG4ZN6kpwi86IJIW5MY6fMYflxxxUgV5ww88JbP7L9dDZBbiayo/axZP53xdvbdejMuFlPEp3jipeTBW1+BD9+/laZCbPbn/yYLLM70zwLObLlT/btrtqoLJVKxX1PvIzRvQ05RUqae+SzfsHnnA+v2SOowY2bMPOhl8nFj5ZNfDhzKR+n/CRY8zlarQYKS/qgZasW3P/ErRjUsagUrhQku/DRu9+Xml+zb/+eTJ09GL0iFld1EP6eLYjPPIENC1qjNwCNvLrg6uRFs4Bu2GxWvN2acDpmK0nRlS+W0KFTO+58aAKFyhg0eJIVr+aT93+ocmJSo9HwzIsP4NGoCJMtD2dLM378YjkXI6JK1X34ybkksAJD+l9TF+zh/ifu4eVnPqzSscSNYfPu47XW1qRRvRk1uBstmgZyLjKeF96aV2H9vt3bcOdtw2kc5EthkYFl6/ezZO21XWhKiJpQKBS88MpjaAISyCq6SO+xw4kPV/DDV/PrOjQhiklCTTQ4KpWKj99+k96tW1BktvLHug18P+/XarXRJrQjm1Y4fnh45rl7mDSyByoltGgSyD/+9QoA7Vp15sjR3aXaKCoykBKXTWBAIC5aL1KTS3/5iLkYx9iOg5g6OYAXH30Ymz4fpVJn32izklNUxKMP3MfEYUPAYsFqNHA+KZXHX3ipVh+tadOiA84KF95+5QHcdGouJGTx9NPvoi8oJDsrB3cPN/Jy87HZbCTFpRMdEVuqjbSUDLpp26NUKms0+qGyedfkPq0Q4kam0WgxWRzf6YxmGxfSlOw8bx+B3Cd0CL37neHQgb2oVCrGz36WH/YD2LcHebZm+pz7WfT798VtDBo2mrPHw1h+3AJqA6Bkzsi7OX3iELm5uZXGNf2OB9me2pqUiL+SWBoenPMsEf9+sEbv9TMfepkfDzrxyDhv3l0Wi80GHmYT/YFb5zzEtz9+Wlz3gadu5XTmvOKfXVy8uf+R2Xzzeck13dnZmWl3DuRU6m8ADGg/l90Rn2Iy2xdCsBiVgH2E3Yqw1zFb7H2lUmqY0vc/3PfGixXGq1QqueuRWziVXhKHu1cAd90/g3nfV21O1vsemk2O6xYS00oW63ngyXt56an/larrHaQmLddxHtAidQzBwcGlRgeKm0vHNiE0a+KPzQYx8amcjYir0n6Z2fksWr2HNqHBtG/dtMK6Pbu04sl7J/K/b5dz8uwlnHQa/H09ayN8IWrduAkjKfI8RHyGffBEdkESoe2H0qZtay6cj6jj6ISwU9Z1AEJU18D+/enVqjlWkwmtzcLYwYOq3YbZ4PilRqvTMmJQF1RWE5hN9G3fmpahoQBYKliI8uiBU4wYPoqYiIRy6+TlFHHvrFlYc7NRqjUYc+0fuC2GIlo2CmJYz+4olUos+nxsZhNt/L2ZPnVKtc+pImYjjB/TD1eVDZvZROtAN269fSwAh8NO0LVnRwB0Oi1ZmdnlthN5Lo6QkBCcnJwYPmwUo0eMZ9SIsbi6uVUag1JjQ6ks+y2ndbsWREXLhVEIcePasXEZYzpqHcrG9/RjT3jJSpYHo4x06zcagE6dOnEkycWhfnKOGa/GHRzKWnXuV+pYWy8oGTxiXJXi8gpuR0qO48i5I0mudOzYsUr7/52/vz/xBZ4Eemm5mKTnyvsoGq+SL/uhoaHkKx3f9/WGLAJDHKdBGDioL0mFJSOmbTZrcTINKJ4zzWQuKk6mAVisJhIzTzN0+IAKY+7UqRPZtpMOZXlFqTQN9apwv78LbOZCgcFx5etcxVlatWpVqq7NUvo6qMa1Xs1PJ64vT3cX3v/XPXzwyr3cO3MU980axYev3sf7/7oHDzeXSvffe/gsew+fJSun8tGYd08fzp8rd3H8TDRWqxV9oYFL8amV7qeox3/qe3yV/WnWrBnDRozF399f+uaKP63aNiYp4yImg634T0TyHgYN7S39c43/SN+U3SdlkRFqosHJyc3FZLEW//IWGSvIeJVDoXR8WVjMFgwmM2hU9p9tNvILLn8wUZb/EtJqNRQVFaFz0pVbR6NRYzRbQKXEZrWgUJW87HLz83HSaFAoSo5hVSjIreH8LeVRKLCf31/HQEHe5TvkTk664kcxLRYLanX5bwtOzjqCgpvRsWVPdm0+SFGRAbVaRb8hQzh1bk+FMewP28PICSPZvNpxtJ9ao6ZDj1CWrJCVx4QQN67oqEhanlzCnb0nkFboRMsgJ2JzbMSml8ybplIqsFrs78cFBQUEa0uPEFNicSywmkvVcdUpKEi1j04LDAxk2Jgp5OZksm3j6lLzcSqubA9w1VmJK6j8y/mVjEYjOrUVg8mGi05VarvCWnIsvV6PGufSjVgdE055eQWolSVJBUU594KVytLXLpVSS25OxatCFxQUoFKUTlrYrNW451xGXY2i7CTZyYMxtOjXkeS8MwA4az3Rp7qTnZ1d9eOJG8rDc8fh5uLE4//6hui4FABahATyz4en8fDcsXzwTfmLNlWHTqehVfNgduw/zbfvPY6HmzPhEXF889sG0jJyKtzX29MdZ135n3Xrmo+XR12HUGMFOVmcProfAN9rcB4NuW/+/LGs330zsKbW+qoh98+1Jn1TwslJW+42SaiJBufEyZMs3baLEf37Umgw8P38P6vdhlLreNvcYrHw069ruWvOONzcXVm8ch0pKfYPNQpV6S8bf+k3rAfrN65l1OBbOH287Do6VxXPv/pvfv78U1zUKqyX83/J+YX8vHYZHu5u3DVjOr5eXugLCth9+Bgr16wt1U5AQABqtbpGj4QotTa+/2EZzz0zF083Z46diWLVcvv8On0GdGfHFvvjr2azBb8An3LbadaqESajhU1/S4qZzRYizsUAMOmWqZw5d4rIqNLz2mXnZHPyXBjjbxtC0qUMMtKyadYyGDcfLavWLa32OQkhREOzZd1ytm9chZeXF+uKinj4X1+iUFA8kmtKNw1bf7df0y5evMhkrwwOadwxmOyJtd4tNIQfdFwcZs8Wxy8cKiWMbm3g09+3MuqWaQT3uI1N4RY83ZU89Z+JzP/8XyQmloyqPnt4K73azOZwjP3i5KRV0s4jnXVRpef/qkxOTg6e5lis1qb4e2rxcFaT+7c505IjS1Y0TU5OxpbbCK3aBaPZnngKcu/I8b2O14+DYYe59Y4XSFVewGo1U2TKw9e9GRl5lwBw0/kAqZjMerxdG5NVYD83D5dAgrzacfzYTxXGHBkZiXPRVNSqw8Uj3Bp79uTAhjNVPu9jByJpPbgTKXn2qR+0ahcUeY3LvF4vW7yWqdbxdO0zC4XKSmpcIR9+9V2peuLm0btra/794R/FyTSA6NgUvvxlHf95bnatHcfd1RmlUsHowd349wfzyc4t4OG5Y3n16Rk89e/vK9w3KycPfeHVLY51LSiwf+nPzM5tcFOHDBs1nqxGtxKZUjK/8JB2Os6tfYeoGswPfaWG3Dd/8fTy5B+v3UV4+mIsViM6jRut3W7j9Zc/x2IufTOpOm6E/rlWpG9Kc3Eu/4aCJNREg/TZN9/y2Tff1nj/sEN7GDtlOBtX7iouW792J2fPRxHQ3JW9+0rKDx7ei6aMG9VNmjXCTD5FRUVcSoykS8/2nDxy1qFO/6E9CL9wgkuXLjFi8lQAPFVqPmzZhoeff5Eci/1isHj5igrjffSB+5g+eiRqpZINBw7yzocfV/t8+/cczn33/duhvEWrZugLCjFfHr3m7umG1hUGDOvBvh1HHep26dkOD28Xlv/uONH1hGmjibsUx6XkeNYv3UvrdqHcNqU3q9YtLTWxdHxCPPEJS/D398fby5uwk9vlMRchxE3FYrGQkWFfgXLJt//hztmPYVR5orXp2bt+ITExJas9/vDRv5j9wD+wOQehxsiFo9vYtX2jQ3sXz5/D18uDmZ3zUDip0VqymP/5ZwC06j2J+Ycuj3grsvDdHphzx+N8/cHLgH30mru7BwHWo7TvHooZLYrCJH746KMan98Pn77OHQ88gzGriGdvCSYtu5DChHSIgU1rlznU/d+b3/Hwk3PxDlRhtSg5eSCGlcscbyjZbDb+9/pPPPD4DJw9LeQmqvAyjcDXXY9CAfGRecBKkuPzGNXrafKLUjBZjbjovNh+6ise/8edvPXq5xXG/P7r3/Pwk3Nw8wWbRcWhHRfYsnFnlc959YqNTFWPp3s/e5IsO8XC+5+V/xllxdL1rJD7SOIyjUZNQUHpFX7zCwrRqEuP9KypvxJiKzeFkZKeDcC8RdtY9M0L+Hi5k5ld/tMRNur3XLf1Pb6ytOzUl4UXVKAuGam7P1rBhOETiIz8rNaO0xD75i/Z2Tl89s4C5tw9GSc3JTnpBt7/6HvMV5lM+7uG3D/XmvRNiYr6QRJq4qaUkZlB2LGdjJk6AItJic1iQ+2kICktziGZBpCbm4uvlwfDJ/ZBadVitVjROClJzUwqXvHy1JkTtG3TjjFTB2Ix2BcDVWttnDl/nJhLMVcVq06nY9KIYThhBauVsf1680s1Jy8u63y1zir8A31Jik9jxLgBqDQKisx5/PL7jzQLac7oKf2xmlVgtaHSQeSlc6SkuDms1Dls9EB2bztAbm4uno3sZRFno4mJjGfspAmsWb+izHjS0tJIS0u7mm4RQogGL/ZSDF+++0K523Nzc/n2o9eq1NaPH77k8IGvdevWRGU5A3+fbwzMGm8Aps26D+cWI9gfbSNXoaS3JoMv3nmq1COh1WUwGPjpy/ccyv66kXQlvV7Px+9VPjorLS2Nd/7zZZnbFNgfk3rn5R9583MnwjMcFxII8jeg1WoxGsteZRrs/fzBW99UGkdFVixZz4olV9WEuEldiEpg5uRBfPjdyuKFQJRKJTMnD+ZCdO0tVKEvNJCSlu2wSJTtJvu6rNPpmDz9TjwCmmEqyGTVop/r7HHrovwsXHUtKDCUPAnT2EdDUlz1RwffyNJS0/j0gx/rOgwhyiUJNXHTSktPY+2mlVWuv3nr2go/dpy/cI7/Z++sw6M6vgb83vVs3AVCEiS4u7u7tLSUUnd3/9W+ulKDGqXFocWd4O4aQoi7J5tkk6zv98dCwhKHQALclycP2bkjZya7e+49c+acyIsXatyfs7MTPbv2BosEiVQgMjqcuCs8Ey5jtVqxWKwgtcVZs1htHg61pTbzTUiMJyExvlx5k8bBCIJQejOmVCooyC8sF6nRaDBSrDGiVqtFDzQRERGReiA1NZV+zuWNSHJLEd7e3jg2G8Kak7br2QWQkOPOlHsfYcn8X262qHVGRdmkBYRqs0yLiNQn85aG8ckbM5n/7QtciEnGarXSunkgagclb3+xoNr2EokEqdT2IwgCcrkMq8WKqYJ7xQ07jjFpZC+On40hv7CYWdOGcDE2pUrvtNsFQRB47u2vWRnhTlakAUdlEx557Tv++PJF8vOrjiF3I9jw3z888GoX/jkkYDRbcVRKGdOyhG8Wbb7psoiIiFw7okFN5LYmwD+Aju26YjZZEKRWDh89gCZfUyd9t2jegmbBLbGYrVgwsv/QXkpKSiqs6+vjy6gR4/D19keu10HYRvr3GMHq9XsxmWw3PK3bNWfE0FZs3b7Jrq3BYGDJuvXcM34sMkHC+l07yMjIoGVoK0KaNMdqhcAmjUhPTcdkNpOWmcTpM6drNRe5XE7fPgNQSFRIpAKJKbGcjzhfrt6xE4fpNaAHB3efQKFUUFRUubEsKS6dRgGNiIoWs3eKiIjcmbTr0ImeA0ZTrM1n0+rFN9UToqioiJLUo3QJ7s2JeD1yqcDkznJ2rVpE5+59OZpgvxOSqzXi1CTopslX13Tt3hlv12CSi70o1GUD4KBwQZMuKRd+QESkIXEhJplHXv2RCSN60CTAGwSBbXtPsXbbEfILqk8OMmPSAGZOGVT6et1f73ImIp7XP5nPcw+NA+DHv9YDsGL9fpzUKn76vyeQCALhFxP5ePbyGzKvhkbvfoPZk+RBVoHNC7dIb2bJCSljp85k8byKPWBvJHl5eWxZ9BX/e/1LUgukCIKAUJJGsxatiIw4d9PlERERuTZEg5rIbcvAfoPR5QuErbFlj5RKpfQd3J/swiROnz11XX1PGj+NuIh0tq89Atg8tYaOHEt49Ani4u1dtfv3HYSr0hddgYWFq//DXFjAJy1d2bZ+DyZTWQa3iHPRFBU1omOHjuUMYouWrWDFqjVIJBJ0Oh0Tx00l4mRC6fgqlZIho/oTfuo8FquVuybfy39rlpUeHaiKAP8AenYewPaNBykpthkEg5o2ZsrEu1m5xv4mKzcvF5O0iA5dW3P2xAUcHFSV9uvh5UZMekK144uIiIjcjky773GKfQax4qIOZ5WMB17txeo/3iehAk/kywiCQO9+g2jdsRcZyXFs3bgSg8GAt7c3Iyfei0wmZ8fGf0lMrNl365bVi3js2caMahtCZkocZw/t4P7HXkKtduBQvEBqrh5vFwWDO3gglwo4FVZ+FH/g4GGMmfYgLk6OhJ8+xopFf5Qm76kKQRDo178XpOby5nvPk1FUyNaN+zgfbos5KpFIGD5qMENH9kUuk7Nj6342bQirMEaOg4MDE6eMwsffk0N7T3Ls6ElGjxvO4T0HefiF0cRpNjO4w5PIJEryNBqsRjmb1+1FLpdXalTr0rUjY6f2Q6owoSuUMm/uv2RmZOLo6MikaWPw9HZlz/YjnDp5ptI5urm5cc/MybTv1JL0tExWLF7PhYiL1a7NnYRcLmfM+OEENw3gzMmLxMcmMnrCYEwmM6uWb7rjw0BoCor459+d19R24cpdLFy5q8Jrlw1pl7FarcxbFsa8ZWHXNNatTEiL1mzJtP8eKCwx4xDoU08SwZAJM/ng3wzMljIv2kemP0PkB0/Vm0wiIiK1QzSoidwU5HI5Tzz0EJ7uruw6cJDde/fZXb97yhTatGjGxbh4Fi9fUWEfNalzmaYhTQnwCqZlz8b079OFX+csQ6fTsyfsMENG9yFKfbH0KGKAvz8P33cvIDB/yVKSU1Ls+urTqyeRFyL456fZGGVyVAo1b776LU0C/Xj3vScoKCzh1zlL2bJ2D+9/9gI+Xk4U63VocnMwmi0c2HMBlZuKlUttgZaH9e8ChYkVyp0Yl8KwDr1R9VAwctAgCrRFzJ03D51OVxr/pX+/gRzcfoa8K1Kc63R6Nq4OY/yUkaxbuQWFpStzv/uOvYcOsmDJ0grHukyPLv1Yv2KHXVlCbDK52XkMGjiUXbvtkxAcOLSXoCZBDJ3QgyaB/rYjoBUchvVp7Mbhc9lVji0iIiJyO+Ls7IxzSF+2nLAFGi8oMfHXQZh59+P88uVblbZ75rWPOa4JYXmsngD3Nrz4/mB2b1hExxGPsfqUGZPZyqj7upB2fCk7t66zayuVyRgzaTq+TVpjKNYQfmI/vcY/zYKTFkpOFvHw4Ha0HdmJb8LSgSJmDPRj1mBHTGZYeSgDs9nK2I5NGDR8LLu22ScGeOmdz0kWWpFrdeKf7ZnkakOZ+Pwc4g4sYtuGqqPrv/d/LyKRX4A/ckk0rabQqZApT/al68l2LPzrXz747GXylfs5nfczns5BTHtoMr0HduL9N76xM4K5ubnxzidPEKNdTU5JNoPv7cyLb/xEjjaaw3sOciZhE91bj2XrydnoTcW0DxqJxWrCt1scH/d9hQ/e+B6dzj7we9NmIUx5pCsRmUvBABKJlNf+9xDff7qQF9+ZQVT+KnL0GkY/1IMefTrw288Ly80vpGkwr/xvFnLHEo5cnIveUszMl4dybncbli5cXeXa3CkolUo++OJFkgwbyS4+TJfxrXm06XNsPvUlUomclz+ayr9/HuT4sdp5199OCIKAv4877q5OCIK99+i5SHFzsi44dmAnPUb3YW9kWZzIxp4KMuIjqmh1YzEpvO2MaQDpOmfc3d3Jy8urJ6lERERqg2hQu0lIJBIev28EQ/t2RBAE9h09z8/zN2A0lY9v4OHmzNOzRtO+dTACEH4xkZ//3kh2bsHNF7yOeOvlFxnZtSNYrfTu0BZNfgGnz9h2e++eMpmn756MXIAhXTsiESQsXLbMrv30KVN4evoUZFgZ0rUjCLB4WeVGtX69BzJ95CDcVBJAwMfHg3fe+h6AvduP0md4P8J2bkUqlfLZe+/Q3NMVgFbNm/LQcy/a3cQ/cu90Xn//A3ydHPBoHMTWsMM4Oqh46+X7bP0LAl7ebqxds5OerYNQS60gSFB0bIchPw83Rx8WLSzbIVSqFFBFqAqFTMn/nnsaN4UMEPD19uStDz8uve6kcicvp2Llf/rEOR558h7uGdsDOVZaTR6HXCZj3oLyDwEAzZo2I/JMfIXXCguKcJS7VHgtITGBhMQEXF1cmXjPODas3AnYblAkEglDx/blxJlDlU9SRESkSu50nXGrExQUREyeCig7rmW1gkHiVGmb9h07c6E4hHPJtu/S1DwjS0878NyDL/HR6rIHq3Wn9czqPYFd29bbxQZ77MX/sSO9KTsvGFApGvPMQ0P5Z3cOWp3tPWMW5MwLK9sw+mt7Ku/dHcLHy8s85lafKGFWn0nsDttY2ndAQAA5itb4Oan4dXMi5kuOz0v2a5jRfTzKsPWVJjLo3bcnxeqTNHVqBSSgMxRilVmIy9lLqy6TGJ05gnzlQdI1Nm+unMIEjkavoJlfb8aMH86alRtL+7r/4SmE5y7EaLYZxZI1J/Fyb0xU4lEAWjbqy44zc0rrn4nfSM+W91CszyXeuoqpd49l0T/2xr+Jdw3jQlZZbFGL1UySLoyX33qUU9lzsVhsXnKJuYdp2WYs3t7e5Typ7n1wLFK1lj3hf5eWRaRspUPvu1jzn0OloSDuJKZOH0uCfg2FJba1S9dEcC5JSWPPtiRmneZcxgrG3z3jjjWoNQ/2561np+Hn445wVVBaK1bGzvqoniS7vYi8cJ7eg08xuHVnjsebaOErpbNnOj9+Vn/ZRKRWPWB/2sNJbqKoqPqjviIiIg0DSX0LcKdwz4T+tG8VzBNv/sIjr/5AUCNvHpo+rMK6zz44FplMyoMvfc/9L3yHTm/khUfG32SJ65Ygfz/b0wTgLJPSrXOn0mutmjVDfun+QWq1Eto0uFz7ls2bIrvkBSW1WmnVtGmV4zUNDrpkTAOwEujvWXrNaDAiCLY05B4eHgR6eZRea+zlgZeXl11fKqXy0m8CFqOe7GwNPXt3LOvfaqWJvxddurSxGdMArBasFgtYrfj6eBAVWXYMVFdSdQa1Ro18LxnTbLI38fO1u242VH6MMzE+hWbNApFfsVbNgyuPidO4USAJcSmVXjcZqz4yml+Qz/qtK+k1tA0AA0Z0Y/D4rhw4tp2U1Mr7FRERqZo7XWfc6sTHx9PUzd4bShBAbql8N6VNh+6cTbE/jpSnNWGg/NH6HL0DLi72Gx6RhQGk5to8mXUGCz9uSmd4Z8/SsXUV6I60PAPSq+4Ec/UOODs7l75u2bYjx2OLMJotpca0y0TnOhASElLpnDp1bUN6QThmS/njm0XWOHr37Ua6xj6ZT542BZlUTnBzf7tyR1dpqTHtMvGZx/F2td0PmCzlEzBk58fj6uhPYUk2fo3dy12XySVYrfZGap2xAJmDqdSYdhmNMZLQls3L9SF3MGI0l9frRdZEGjduXK78TsSvsUepMe0yydln8XUry/wqU1WehfV257mHxpGemcfLH/7JrBe/4/4Xvi39mfXCd/Ut3m3F/DlfEb7mfXopdpJ/ZDbfffxKhcfLbxYxp3bQPURR+rqpjxx9+ukqsxKLiIg0LESD2k1i1KAuLFm9h1xNIfmFxSxcuYvhAzqVc+sG8PdxZ/ehc5ToDOgNRnYeOENwoG8FvdojXMPPtbar7c/F+ESKSnQUlZSQWVjE0eMnSq+di4wk/9K1ghId4ZFR5dqHR16sto7deNHRpOYVUVRSQlGJjuj4VBCsIFiRK2WYTHoEIDc3l+iU1Ev1SohKTiU7O9uurx0HbJ5WJXoDOrMVZ2cHDh44QZrmyv5TOH7iHDla3aUyPcU6HUUlOpJTM/Dz9ywd/+TxS3FYLr2+8ieoqT+RMedJyS8s7TsqIclOHqvEUmFbBCuNm/hx4UIM+cX60rWKiI6udJ2SkhJoHORbaX8Ilmr/trqSEnbtssXi2Ll3E1u2bSA/X3NT3le32g8NQIaG/nM9a3Q7caN1Rn3/nRvS++ZG/BRpteRe3E7/ZlYk5hJcFUbu72pg7eK5lbYJP3WY1t5GMJWU/rgpjVhLcu3KMJXgRA6FBQV284/LKLarY9AVY9LbyqzGEjwcTOX6cVOaMBuu7jsXbWFhad8Xzp2iQyMQrmqLqQRfpYbU1NRK53Ti6DncFS0xXXo2NBmsGPW2H5m+Mfv2HMZD1aK0zKi34ij1Q6vVEhOZbNdXXrYeTEq7uv7O7UnNirH1rcfumlFvxUkRQHZuKkrcSYrLKiff8YMReCha2rXxU/QhKSYHs1FqV64yhRB5ofy9R3E+mPVCubFlej+Sk5MrXZvb9b1f0U9yXCYqwdNufXycWpGUHlH6ukhz8+ffUAhq5M0v/2wiMiaF7NwCcvIK7X5E6paY6Cj+W/IXJ48dqW9R2LLuX4zhfzOjXTYz2uXSpHATC34XjagiIrcSQmBwiJhL/AbjqFbx329v8tDLs0nLtB3bcHVWs2zO68x64Tsyr4iFBTC8fyf6dGvF17+uxmKx8MIjEygu0fHDvPUVdY/aQcnK39/ihXd/R6cTdzQaOs4SCe94BfBJdiqFNUgaICIiUj0qlYLZ//cYUx77jOJqvEAbOjdSZ4j6QqQ+EPWeSEOjIemMHz9+nF/+2UREVFK9ylERl3XG/c99W+/rVBEC4OnmQo6moIJovnc24tpUjbg+lSOuTXnUDkoW/PhyhTpDjKF2E3BQ2Vx5i4rLFl9bbDu24OCgLFc//GIiIwd1ZsXcN7BiJS4xgzc//bvacfLyC2ul7ATAw82F3Nv0w9K3zwB0eXD6RFkmsV79O5NblMq58MqzdV1NRes0cvg44iLSiI2yJRdQKBX0H9yT6Mg4EuKSS9sOHN4TvaUAb9dACgoK2bvjsM0v1AtUNGLstFHkZOeiUAts372VlJTkcuNXxJhRE4g8nURCrK2+SqVkwJDehJ+JxGwx071/G9ZsWInFXD7e0tX4+fnTtX1v9mw9SsmlgM2Nm/jTvkcz1m1Ydc1rJGKPuEbVcz1rpK7gu/RW5WbojNrqi4bM7fTZEgSBHn0GENq2K1npCWzfvA6jwYCXtzdDxkxDJpOzL2w1iQlliW0uz7/v8EkIjQZwJM5MY3cpvQLyWD7vG/oPG4fKwQlnF1d2pjahZ0tbzND9ERr8nEGIWoR/cCtkMjl7t60mKbHipDn9Bw1l9JSZqBxciIuN5ui+TRzau6vaOUkkEnoM6A2peTz01P2kFxWwK+wwEeculF4fMmIgA4f0QCqVs3fXEbZu2oG5oiyfajVjxg/D29eNY4fOceLYKUaMGcbRfYd4+pVH2bJ+L6FtglE7OZCfU4y7t5qUhEw2bdiOqZIsnwBOzs74eHuTmJRUWs/RyYmxE4fj7unMoT2nOH2q8vuG+x64i36Du+Lk7ER2poY5s//m4oWoatfmermV3vsyuZyRY4YQGOzLhbOxxMUmMXxMf0xGM+tXh5F9DVk+bxed8cs/m3jo7qHMWbCJuMTqM+eKiIiIiDQcRIPaTaDkkheAo1pJgdaWWdJJbYuJUnLVA40gCHz25iz2HA7nnS9sgeRnThnEx6/P5KUP/qhyHOuln9pyre0aOvsO7CEgIIBhE3phNlkQpFYOHz2AJl9zTf1dXqepkyYyccQwmCJl14ETCChJjk/nwK6jlJTouPIggYOTjLDNe/Dz9ePB+x+nU9cOFCSnw7kDjBg7COQSzlw8Svj5c7WSZcPmtbRu1Yah43uCVSCwSSPSUtNo1bkJ6VnJrFxbdRbUK0lLT2Nr7nr6DOqPQqJCIhVISotnbQ2NaVdyu76X6hJxjarnWtbodlrTm6Ezbsf34e0wJ6vVyqH9uzm0f7ddeVZWFsv+nlNJKxtrV/xDYJPd9Ok3lMTIi/ww35ZNe8VC2/vA29ubGS98zaIjWvQmCz6uCroHZPPtHzth985qZduzazt7dm2vtt7VmC0W9u89zJRmoXzz+RzyzaZy17dt3sm2zdXLUFxczL/L1tqVbV6/FU83Fz5+71uswOHDR2stY2FhIYWF9kfrtFotyxZVrwcfffo+VMEX2Btvy5bt7dSCnn07E3kTDGqXuRXe+0ajkfVrttiV/f5LQp30fSvqjPXz37OTQSIR+On/ngArWKz20o1/8GNEROoDQRBo27YdJpORCxcuVN9AROQORDSo3QSKinVkZufTNMiv9PhOsyB/CotKyLoqC5uzowO+3m6s2XoYvcG2S7pm62HuGtcXFyd16cOVSM1ITU0lNTX1uvpo3jyUvOx0hvYbj4enB0/PHIvcrEeQSNF378L6zTsJDPEnN7s5p47bDGNyhZzRkwcStnsDAOkZ6Xz+9Ud4uHvQr2NXALS6XGISzpOYdG03lBEXzpOSkkz/vkNITsjEYpIgV0pRO1SeRa4yDAYDu3bX/kFJRESk7hF1hsi1kpiYQOLieRVey8rKYvHsVxl/98PIVK7kpUXz42cLbrKEtxeCINC0jRvh2fGlZVnaKFp36FZ/QoncEsz+cx3WejfriYhUTlBwCHc99g7H05yQSayMu6+Av394j6yszPoWTUSkQSEa1G4Sm3ed4N6JA4iISsZsNjNzyiC27Tlll/IeoEBbTEp6DuOHdWfhKtsO9cQRPcnKyRcfjG4C3bv2xNsjALPeikQmwcvXjdjIJPKy09m97RChrZohnzUGnRk27z1L5IV4DAYLqcUZNG0RxKCRvTl75iwhzYJIS86gV6fByJUygkIaEReThNloIbixL6SmsGXlQXL1Rrr36YfaTcbxk4fp3rk3ZqMEpUKFh4cbFquFzMxMkBrZsWcben2Zd4parWbE4PGsXRZm9z7y8fdmxNDRbN2+qbTM2cmZ/n0HYzFIsZqtyFQScjTpREVH0qtHf8x6AavZilQpkJ6dxImTx27quouIiNgj6gyRqwkKDmHsPU9hlLkhtxRxYMsyTh0/ZFfH3d2dMZNnonZ2J/zEHg7s3WV3PSsri79+/qL09YixU2nWaRAWiRKK0ljyxzcUFNgbba+FwMBAXF1diYiIwFyD0AP1jUQi4cFHpxPU0h1BgJRYLX/MWVSt7DKZDCTlj5JKZBXHies3sBdDRndFpjSjK5Qyf+5KUlPT6mQOIrcW2/aeqm8RRESqZNKsl/ntgASr1XYvcTRWwX2PvMLPn79Rz5KJiDQsRIPaTWLp2r24Oqv59YunkQgCe4+c56/lNo+g5x4aB8CPf9kCSH/47VKemDmSRT+8jCAIxCSk88G3S+pN9tuBkcOG8si9d6OQydi8ez9z55XfwX/2iacZ0rMHUonA7v1n+HG2bed+9IQhEGurEx0Zz8moVPIKitm0fjeR56Pt+hgxdhAdu3Zkzld/Xzr+aUPt6MCo8UNIS8kgbNN+OniCrkSH0WThwK7jBDcLZFCf0axassmuvxYtm+Lh5cbxw6eZdM9d/Ld2aWl67wF9B7F+xY5yD9iZaVk0L2yCq4sr+QX5qNVqRg6ZUM7wFhDoyz1TH+C32Qvt2gc3D6Rf34Hsu+rIkYiIyM1D1Bm3D207dGHwuJnoBUcUlgI2Lv+NVu26ENyuPxZBhrkgmcV/fEtxceUGULVazdTHP+CP/WZsX+OuTBn9HHk56STGxwPQKLAJL330Kwm5EsxWK/2b92fiA6+SGBvJ9tXzuXD+rF2fg4ePwxA0iYUnbQahAI9mfDh7CRHRycisOk7tXcuBvWWey4IgMP2Bp3Br3A4QkJakoXTywL9JKPklVnQFmZw/vIkW7XsQr/NHUyLl2enF7Fw5h4QzJ8vNacb9U2jZ0R+JFJoFtcMiKcRk1aGSuREZnsCxg+F07t0cqcKErlDKX3P/Iz0tvdr17tu/B0PH9kDhYKGRXzPMVh0yuYBK4YxWW0RSYhJ7w86wY9ve0jaPPzMTSeOTXCy0ebQ7NvLimZce5Iev/6xyLKPRiFGrRhAkWK0WnFSedAoZi6PKi/n/fkbU2Uw++dCWsa9tu9YMu6spUdlLQQeCIOGldx/mree/KdXrN4JxE0fQtW8LpDIL+dkW5s5eSFFR0Q0bT6T2eLg5A5CrsR07bhbkx+A+7UlIzhINbyL1glqtRmNxx2otS15ktlgxKavOIC4iciciGtSqoa6UnMViYc6CTcxZsKnctcsPRZdJTM3inS8XlqsnYruhf/+tN+jcMpS8Qi1f/vQL52twpv/Re+8hwMkWg+iBiWMpLNKyaNlyABQKBV98+D69O3ZAKpNiLCxg4vCu7Nl7nNMnzrN5/Q5c/Gz9WCwWFi7eiJ+/TzljGsDWDbsICmlcaky7a/popk4ciBUI232Ce+++H0teDrk//mLXrlWbFuWMaQBRkbE8MvgeXn3+Hg4cPc+KBQvwc3XEbIXdh8+wfc2x0nV5690n6NK+GfmFJcz+YQnduvZk+86t9O9TseEtNSmDlIR0/AJ8SE8tc9+Oj06iaYveyOVyjFUEcRYRESmPqDNErsTf35++U17i7yOXv0s9eeeNb1h3PL/UkOWoasFjL33E7E9erbSfYaMnsvacFKu1zGNq7WkDU8bPYN6PnwLw5CsfMzcsh/Q82wNQY08VMwb6sTHWh1H3vE72Dy+RnZ1d2r5l18EsOmOTQSLA5N5+fLQyCZNZDsgZ3ush2hdoOHv6OAD3PfICx3RdSDlhwlElZdbg/lit8NW6FEoMNo+svi2nkWBWsON8LgAn4uCRKU/y97mn7OYz44EpeLdP4aJ2N8E+XYjOSSUyZQ8AMqmC4Z1exCmggBOxSy4Zn6S88u5DvPVC1can1m1aMmJ6Cy5m29pd0EgZ1P4xtp/9nWDfrriq/XD0M9FnvBfawq4cOWSbW2CoC+dzysJDFOmzCQ5RIpVKq/VSmz9nDZ98/xYX0rYTGtCXLSe/x3Lp79Q+eBSvvPEM33zxM6MnDiAq+7/SdlarheSSHQwa0o+wrbuqHONaGTl2KK0HWYjOXwqAXO3AG+8/wf9e//aGjCdybbz5zFTC9p5m656TODs58PnbD5Cr0TJ6SDdcXdT8u+FAfYsocodhMBhQVeB9K7XeHsmMRETqEkl9C9DQefOZqXTr0BygVMl17xTKk7NGM21sn3qW7s5j6sSJDOvYDi+VnBbe7jz14Kxq2wiCgNpBVVZgMTN90oTSlw/NnEmPZkGYCzUY8nKQOzkjlwi4XXowvtoQ1aZdKCeOVJ7tKzMzBwBnFyfunz4MP2c5/s5yxo/oSVZ6Fh4q28duwODupW2qumFftyoMF7WS8UO64OekxFKYj6DNZ1CvTqV1xk0YwrAeoXg5SGjm48gjj0xCIrElRxAs8kr737J+J08+N7Nc+dH9Z+netUelMomIiFSMqDNErmTExBmsPGH//ZtepORMUtmDSpHOTKrRH1/fynf+HdTOFOns+zGZrUik8tLXOXp1qTENIDlHR57WRLCPAytPmhk18V679hakpb93burC7rO5mMxl+m5buIE+wyaXvnZu1IGUXJsxa0gHD/adzyMypajUmAawP1JLY88r9C1wLsuRkJAQu7KWHfzI1to2pQI82pQa02zzMmAyl3AitiwhgNVqJlm3i/4Dq/4MjZ08iIvZZYHvrVYz4YlhhPh1Jzb9CA4KFxxVHsTl7mHo6DIdJ0gqOKIpmJBIqr9NbtexJfsv/oWTgxen4zeVGtMAziZspkMP29wlUrg6FL7RXISjs2O1Y1wr3fu2JDW/zDvQaCrBpI6nSZMmN2xMkdoT1NiHyBhb1va+3VqTnpnHE2/8zDe/rmLUoC71LJ3I7Uy/QSN46u3vefydOTzx0ge4utqyQJtMJrQppwjxLtMx7RrJSb1wsL5EFRFpsIgGtWoQlVzDwtnZCeGKG1KFXF5F7cttnIlJzUDqoEYiVyB3csZiKHvoUKuUcIXRzAocj0pj3+6K44jlawrRXXGc82osl4xXSpUCpbzMCVQpl2K2lN20u7g4l41prTwwbUmJDpPFghQrEqHsIytcUcfFzRnJFevi4e7Ehcjztr4tlfdtMpmRCkK58pISHQplw0kpLyJyqyDqDJErkStUGMz2xhqjqfx3cpFBgqNj5YaVHZtXMaqt1K6sV3MlJw9su6Lf8kYhqUQgKq0YncGC0sG+//zUC/i62nSUo0pKoa6855dVkF3xe9n4Dgrb79qK2lw1PQ8HEwUF+XZlEumVOre83CazgfLGJy0uLlUn3anIaKU3FKKUOZaOVapvrzCiabMlyKVlhkCpRI5O41AjL20XFyf0xiJKDPnojIXlrlux9XHicCR+Lm3trgU6DWbH1j3l2tQVV67zZUwU4+RU++RFIjcOlVJO0aUMzp3ahnD45EUALsam4uXhWp+iidzGdO/VD7fOs1h4yoUlJ5X8FxPMY698Wnp90Z+zCSnZyoz2Gu5rn4dL2ipWL59ffwKLiDRQRINaNYhKrmGxYtVqonM0CDIZRWYrG7bvrLSuSqVi4tipdGrZh68/+Ztvfl3LmYRc8nLz2La/zH1+xZq1pBXrEWQyCk0Sfpu/ntde/qpSr65tG3fTu3/lGbwuG8qyM3PZdywSq1SGVSrn0KloAhp5I8hsDyjbtuwrbSOTVX76esTo/jip5JyJy6LYKkGQyZCqHTl54SL9BtvkWPXvFqIytAgyGcVmCdEpaSQlJwEgVZY3mF2mR+9ObLlCjst069WeU6dOVNpORESkYkSdIXIlh3dvpF8L+82JADcBD0d741grz0JiY2Mr7ScrK4vYg0u4v7uFwa1V3NNVwDl7J8eOXHEUrDAeubTs+14pk+DpLCe/yMTg1kr2bltj1+e/i35nsE8UUzrLcJLqmNDN3e56Cz85SZHHUKlU+Pj42GKmyWy3jfvO59HcX02XZvbvaR9XOW4OZUYcd0cpPkIyWVnZdvV0+SocVZ4AFOs1uDsF2l13VLnTyKOdXVmg00B2hO2lKk4fjcLXpQ3N/HrRu9V9tp/WM4lJP4yr2hejWQ9YcVcHER1elgzgp2/+IUh2F6Feo2nhNZLmqhn89HXNMqBu3rCTELehxGcco1XjgXbXfN1aoMmw3UuEbdmF5mIjWntNpannQNq438fGZScoLCxvhKsKmUyGr69vlfcNl0mNL8BR6WVX5mptS0RERK3GFLmxpGdpaN8qCJVSQed2zTh5zvZd4ObiSIlOPGIncmPoOmAcuyPLHAz0Jgsns9xp07bsu3fN8gX8+sXLzP3iFbasX1kfYoqINHjEGGrVcFnJHTweSed2zVi37SggKrn6QqvV8sTLr9GtSxcSEhNJSk6utO7k8XcRE55CUmIq2Zm5bFgTRttWQfh5OdOmVRs8PDzIzc0lOSWFB597kacee4b/Fm4mKcE+41bPvp25EHsI/wBfJFIpbTo2o3FTH5xdnCgs0NrV7d6rEz5+HqWvP/7wF9Z1aYvVaiWkRTBbthygR8dQWgN6XZkSUzko6NC1NWeO29/kOjk7Ilcoef3DP3H1cuaDbz5l/JgxRF68yJ59+2jRvAWjJg8g7mIKH370K6PGD0BnKmbh0r9L+zh19ii9B3bh4G57A5lMLqNDl7b88fMiu3IHtQNuvmo0xzVV/i1ERETKI+oMkSs5e/okzVpt456uA0nRKghy0bN33Z+MCW1PoSIYrUFCUxctq+Z/XW1fu8M2sG/nZnx9fcnJybHL+gyw+NfPeejFj8kw+aFQKugY5Mje8HTu7SaQFr6Ji5H2+sVsNvP77I9xcnLC2dmZ2KDmPDTmAWI1arwdjJizTmH2acTM1+aSp5OjdtXxZD8LUblKrBZo41mIVl/EK5OaEJ6oxcPBAtln2P3vAu7rOQKroKAoO4Zfv/kF9aUx23VozZgHhmKUpdLNdxpqlTOJWacZ2O5hMvNjKCjKIMCzLblZRTiX9KK1Vyg6axZqgti04mi1xqctm3YwbNT/KLAe4+AFm25r4t2JoR2eRiKRYTIZSUqNg/SOrFj6V2m7goICPnzre9zd3ZFIJOTk5NTgr2sjJyeHnWsvMmTsJKRWNWO7vUFcxjE8nBvj69yaB+5+ubTun3OX4ODggLu7O+np6VgsFWcDrYzxk0fSa3Bz9EIGCqsPB8IucmTPkUrrz/99GS+98SiBAXoMlnzUlhD+mrO2Sq94kZvPqk0HeeXxSZToDWRkaQi/mAhAu5ZBxCdnVtNaROTasFRgBijQSXB2ETf/RERqg2hQqwZRyTU8dDod+w5UHaC1a5duTBw+iKB7ndAU6/npt1W0bNmUkX3bIlM74uMoZ8Ufc3n5/Y84ffYcWq2W7378hlHDx9GkaSMizsbg6u5MaNsgohNtDyGOfmawmtm8czXWHVZeef5VslI0bN28F0dHNZMmD2NArzb8tz2MMdMGkhybSXJCGhKZhM492nHqWDhxUYl4OytpDQwY0Z0ipMgUVg6f3o2npxcjJvTjwpk4iopK6NKjPWq1mjOnwmnSwp/T4UdIT0/n9ysylEZFRxEVHUVQkyDcAtxY+O9f5R44UlNTcXZyYeSk/sREJJObo6Fl2xDcvNUcObWXkRP7E3kunoJ8LW06NEftJmPjlrV1/ncTEbkTEHWGyNWsXjYfpXIJPj4+bEtPv3SMcDlubm6o1WpWp6ZW28dlzGYzqZXUz8vL45v3n8Xb2xuABRoNfn5+ZGRkYLgizMHVaLVatFotaWlpHD+yn0aNGpGbm8uAIaPJ8J5I1HEjoAcEHuotZd+C1zEYDCzPykIul+Pn54dMJiMnJ4eCggIA9u3aaj+I1Ha7OfHevpzW2Dy/orLD8HFrTmOPtqw+9CFKuSPBPj1Z889x1qxeh9lsRq1W4+npSUrK2hobn/TWPGIzDpe+Tsw6haesI5+9/TcODg7k5eVVmOVSpVIxZvwQ/Bq7k5qUy8rlG8oZLSsjbPNudoXt54sfXmdf5Ne4qX2JTjuATKpi5kNTmPND2SZXSUkJJSUlNer3Spo2C6HrME/OZy0tLes4YBBHqjgxajKZ+OqTubi4uODk5ERqquhh0hDZvOsE0fFpeHu6cuJcTGl5elYeC1fuqj/BRG5rcpLCaeQxuDQ2JkDvJjrmzK/cSC8iIlIe0aBWDaKSuzW5a9IkAl0VWIwGXOQC48f0JysnH6naEUN+HgAqYNqE8Zw+ew6w3Xiu37QaJycnWoSGUlioYf3WYwiAp5sLFyIi8PPz44O33kAhk9GmRTM8+8p58O4hSKVScnQ6dh86wt8LbNn2/Hz9aNSqEfEp5zg8bzvBQcE0auXJsbN7GePtx/a9m8g3lymxxKQETnKclqEt8QtQczryAL6+fuTqMzm9eX+V801ITCAhMaHS65EXLxB58QIhwSEEhLpz6sIBCo4WXLp6jBYtWhDg68zhMzspLi6+5nUXEbnTEXWGSEXo9XqSkpLsyjQaDRqNps7HysrKKv396jGrw2KxlLYJbNWdfeH2McR2x8lpFtqaPTvDADAajbUaI1N/3P61Jppmfj0BWyxRRVFTVq38stSDqri4uNY6SaooH65Bby6gsLCwUs8zuVzOB5+/QLx+Nekl2bi28+aDri/yv9e+rXG2az8/PzSWC1itZvKKbEZPg6mEFkF1k3RgzITBxORssCuLy61Z/LWCgoJSY6dIwyQ6Po3oePsTEodORNaTNCJ3AquW/c3DzzVC3ySUnGIZzT2K2bP61xp/54mIiNgQDWo1QFRytx56gxEkEri0o20wmdm3/xRDrsisCTYj2tVotVpOVhI/7MM3XqNtgA8AEmc3LIUaFFgwmy18MfsnDh0p29VJz0gnPSO99HV8QjzxCfG4SmXg7Vep7JEXy95bKakpNZhtzYmLjwPiypVHRUXV6TgiIncyos4QuR0QrOUNU2o5lJRc+6aLTKKCq7p1sDYiWD6V/GwT//f5z9d9HFFXIMOWtqesH3OxU5VeeuMnjSLRsJHCElust8KSLJKFTYwZP5w1KzfWaFy9Xo8UVbnyCpbxmtDp9MgkCgyWsvsWmVSBzXtQ5FZn+IBOTBzRE39fD55+ew4ZWRqmje1DWmYe+4+KMe/qAwcHB0JCQkhJSSE/P7/6BnWIXC5n4l2zcPdvjsVQyMZ/55OWVnNv5ppgsVj4Y/b/4erqiru7O5sSEsTj4CIi14BoUKsBTmoV3To2x8fLDZnUPpDw4tW760kqkar4ff6f+L38Jo29XcnLL2LevNWEn4uiRKfntVcfxEklIzopkTnz5teqX38vz9LfBauFXBNgMbPn+FE7Y5qIiMidi6gzRG4Hju1Zz8C+T5cGrZZKBPo1Keab3w9dc58eki6kCJFYLlmZQjz7sXfbGf5bsZbCwkIEQaBjxw6YTCbCw89X25+/vz/DRw1k46qNNAlqQkJCIn/NWcWzrz9EhvEgVqsFP2Uffp+92q5d06ZN8fBw5/TpM5jNZrp270COIov8K2yFmuIUgpr2qFYGqVRKx04d0GqLsBT4oJCpMZhsHXk5hRJxovJYr7Xh9LFIHu33GPuifypdvxaeo9nM8jrpX6T+GD24Kw9PH8aqzQeZPqE/wqU87vmFxUwY3kM0qNUDoydOJ7DTaC7mqOjuasCUfpxFf86+aeM/++bnrI32JjPChFzqx4ynv2DlnDdJreONdoD8/PybbjAUEbmdEA1q1RDaNID/e20mgiCgdlCSX1iEq4sjer2RXI1WfDhqoHRs146s/Dw++mgOmam24y8qlZImQQGcOH+Rz7/5rFwMEx8fH0YMHUJ0TCxnzp1j4tix5Gry2LHL9jd+7603KTQY8VDIACsJaek88uIrFBcXl8Z2kcvlPHDfvTg7OrJy3QYSEhPtxmjbpg2927SBM+fp3q0rfiEhbNq6lZzc3Bu/KCIiIjccUWeI3C4cP3KAgS7u3N9zFEZBhdyQzd+zv691IP0rWfznBl798m20phRkUgWuDr44qPfzZtd7SIww0rSlN7nWEwiCjPut4/ju07/JSM+osK8pd49lxOTOaHXZbFwFj7zRB4vmLv7vf7N56/lv6d6zKzKplEMHvy/1RndwcODND57C6BiD3pzLA8+8iSAIJBfux0nuSZv2QzhycTlF+jx8XVpxcu/FKufTvkMbZj4+imzLCWT4o7Yo8c+bhIO7CatZQsSpVJYvXnXN6wXg5OTEmx88SYnyAjE5Oxjc9jkKC3TkZOSz4s+w6+pbpGEwYUQPfpi3jr1HzjNtbN/S8ui4NB6ZPrweJbszCQgIwKPtBJYc1QPFHAc6B/Wgd79BHNy364aP365DR85o/MjMt3mfGs1WFh8xMWXaQ/zxw//d8PFvBp26dqdj175ERZzi4L7domecyC2NaFCrhkfvHcG+oxH8+Nd6/vvtTV7+cB4ms5k3np7Kqs0H61s8kQp4/83XGdalIxKshH7/CouWbsZosPDogxPxVQlYAMOzT/PJV9+UtmkUEMD3H79PgJManRWKrRI8JFYswGP3z+TJ55+nf6sWuAYEEJuSxtHjJ1i2chVarX2Wz4/efosBbUPBaqVvly48+sprpTFyhg4exGuPPoiquJjoM+d567GHUDk7Mn7oYJ596x2ysrNv2hqJiIjcGESdIXI7sTtsA7vDNlRfsYaMntifbeFfYDKXHb8c2O4Rdif9yajhr7H55NdcPqqZLJzk8efv4eO3fyjXj1qtpteQphisuRy5aPPQOpe0FS93f6bPnMyi+Ss4dKC81/gjT91Lomklumxb8p4WjXqz+9yfpdfjM4/Tu9V9xKWeRFnYgV07qvZImfHoKM5klyUckElP4mOeyKcvzq35olTD48/OIFq3FKPWtgmYknuWdh6z+Pjtn8FqxdPNpc7GEqkfAnw9iIwp73mk0xtQOyjrQaI7m0EjJrHtvH0csZMJeu7pdnMMaoHBLYjKsTcwGc1WkDvd8LFvBs+89jERxU1Zk6CnVevuvDxkIrM/eQ1XV1dGTrwHlYMje7euISpKDJUhcmsgqW8BGjpNm/ixavNBrFYrVqsVmUxKdm4B85Zu48G7hta3eCJXIZVK6da2DRKrBaxWAl0ciUu9QF5REn6OcrBakVit9Gjf1q7d2FEjCHBSA7bdYE+5BLAiwYrnpXKr1YzVYMBJLue7n38hOaX8zU+LJo3h0i6Lv4ua3j17ll4b2q8vzrKy419Sq22Xv7GLmrGjRtXpOoiIiNQPos4QEakcR3fsjGkAmflxeDoHkqON48q4Z1arGQfX8nFOAUJDQ1G6WIhKtc/4nV+cTpOm7pWO7+ErR2e0GdPUSjfytPYxicwWIxaDgl1L8vn4ve+r9JoICAigRGKfDMhkNuDsKVTa5lpw8ZJgNNl71BcJ0QQHB9fpOCL1R65GS4CfR7ny1i0CScvKqweJ7mw0eVm4O9qHa1DKJBj15bMD3whOHN5LjyD7Mk9nOYVZ8Tdl/BtJl249OVfUlKNxeswWCE/WsznWm5kPPcU9L3zPDk0PVia0ov2k/zFuyoz6FldEpEaIBrVqsFgsmEy2WBWagiK8PW07gfmFxfh4udWjZCIVYTabKSwuu/Es1BvJyMggJTWVYmPZjXlBkf3NaXpGJuZLMSssRiMWWZnzpoWym2OJVEqBtqjSIy+ZeZrS3/P1RsLPl8WAKSiqWBEbrZCanlbhNRERkVsLUWeIiFSO2SgtV+aodKNIr0FZgfeFxVjxbWpycjIYHXBR+1x1RcBsqvzW1mIqG99gKkalcC5XJyejkCOHj5crv5qCggLkuNZY5mvlSpkvIxfcycsTDS23C9v3neaxGSNp5OeJFVAqZHTv2IKHpw9j6+6T9S3eHcf2zWuZ0M6E9IqP8tQuMrauWXxTxs/IyEAXv5PxHZV4uyjoGqxkaqscVi2dd1PGv5F07N6fE/H2iVQScwy07DqUfw4ZKdKZMVtgW7ieRu2GoVAo7OpKJBKeeOZ+Pv7+Gf5v9tO8+NpjKJWiF6dI/SIe+ayGuKQMmgb5kZaZx4XoZO6Z0B+JIDBqcFeS08Qjeg2R73//g0fvuxeFTMbabdvJyLDFX/lt+X+MGTwQvdHEr/8ssGuzdsNGmoeE0Kl1S/IKCjkfHUPvTh3RGQwcOX0GALODE7FpGXz32++Vjv3Bl1/z/GOPolLI2bhzF4lJSaXXfpj7G+4ur+HnYMsCdjY5DVdvI0fOhrM1bHtdL4OIiEg9IOoMEZHKOX04mhYju5OcfxQAN8cA5DIVJrMBJ0kTPB2bklMUC4CvcxvOHa84AHd2djbRp3PpPnAAiekXAA0AHQKmMO+7yvXpjk3HGHr3IGJzd2EyG5BJlHg6B5NTGA9AgGtnTuyPqdFctFotuUkyXNz9KdDZNsUau3bn8PYLNWpfU/bvOEvPsX1JyNsPgJPKB22aGo1GQ936wonUF4tX7cbXy43fvnwGAYFfPnsKgG17TvHfxgPVtBapa/R6Pf98/xb33P8MJpk7CmsR+1YvJ6RZKK5ubkScD7/hMqxc8id+fhvo1msQyQej+ebksRs+5s0gNvIsLYI7EZVe5qns5SInV2ssVzepUImfnx+JV8Sjfuzp+5A0PskFje0718HdlRdef5gvP55z44UXEakE0aBWDUvX7EWlslnH//l3Jx+9OoOPX5tJfmERn/ywop6lE6mII8eOc+RY+d3l5StXsXylLTiwRCLBx8eHvLw8jEbbl/i3P/1sV//XS/8LgKebC2Omz6C6kJmZmZm8+8mnFV4rLi7mjQ8+xFUq45tmobz7f5+Rb674OIuIiMitiagzREQqZ/u2feQZe9F70N04Oinxcg8gKTYW94KxPPfo+wwd0Z/WHbtiReDU7hg2rK08oP+P385jXMwoRo17gk18Qf+Wj2Iw6Zl270h++iazwqx1B/YdwWy2MHT0dCRyCyd2ZaIvaUpIy+5YLQJHt0awdVPNA/3P/uoPZsyaSkhoP6wWCQfWn2Hn9n3XtDaVsX3rHgz63vQfNh2J1EJSVB5/zK98Y0/k1kIikdC1fTN+X7yVhSt30SIkAEEiEB2XSlqm6IVYX2RkpDP36/cA6DdoBH0mPc+RJCWBjmbG3JXNnK/eori4uJpero/09HTWr156Q8e42ezdtY2X3x+LVu9OWp4RT2c5d7UvoSQvC3CzqxvorGdbmv0JnsAWLkTklZWVGPJx9TWhVCrR6+0930REbhaiQa0aTobHlv6eka3hiTd/wcnRAe1VRwZvRQTAWSLBJJVVayi6nXBxceb9118jyMeTrPxCvpn7G9ExsZXWr+t1cpFK7f6/HbhT30u1QVyj6rm8Rrlwy67R7awzRETqgp3b91VqdPpv+TpYXvO+1q/ZjI+vLWba3sg/kCsFZFIlr777GO+99nWFbQ4fPMbhg3Xj7WGxWFg4/8YbyvfuPsje3WJSk9sRi8XCey9M57HXfyIjW0NGtqa+RRK5AqVSSYfBM1hw2AwUEwWcVbkx/YFn+WvOl/UtHkqlktDQUNLT08nKyqpvcarFYrEw+/9eYfSEu+jfogUF2Sn89MliGgUGM+u+t1h5ykKJwcLQNgqSzq4vdXq4jFDBiXqrYEZ6Gz1Tidx6iAa1anjpsYnMXbCJEl2Za6q2qASlUs7Ts8bw3e9r6lG668NFKuMdrwDwqm9J6oG/FnI5lPBTyKBZaPVt6nid3g9uVrcdNgTuxPdSbRHXqFpezdeiuUW9N29nnSEi0hDxD3G0e20y63H2L6Jn7+4cPni0nqQSEak5ialZ+Hq7XbMxbfyw7gzr34mQQF8uxCTz+ifzq22jkMuY+/nTuDipmfbE59c07p1AmzZtOZXuAJTFQdbqzMhdG9WfUJcYPGI8rfpMJTzLgbbORpxLIvnjh/+rMplKQ8BoNLL2P/t4dFGR58n5/gVGTbwHpcqJvatWEx11sVzb3FQjKifn0uQyUokCQ77zDfcWFBGpCtGgVg3D+ndk3rIwu4cjAKVczrB+HW/ph6MCs4lPslPJy9fest4g18JjD85iXK9upa8PX4zl02+/t6ujUMjp2a03UkGJ2WQk/MIxdEZLtV/YUqmErl2646h0xWKxIpVZOXnmGHkaTWkdF6mU94Ob8WF8DAVmc5X9eXp48NV7b+PpoAAEEvKLWLnWFh/GbNVz+NhBDIbycQdqSru27fD28MdiBqlc4GL0eZJTkmvdjwC4uzrdce+l2iCuUfVcXqOCW9SYBre3zhARaZBU8IVqtBQzftpA0aAmckvw26ItPDx9GL8u2kJUbCqmau4NryZXo2X5un2ENg2gdYvAGrWZNW0w2bkFuFzKZC9SMZmZGfR0MnH2qnKp5fqOF7Zo0QKAqKioa2rv5uZGs153s/CIESjiJBDkFcq4yfewbuWS65KtvsjNzWXxX79UWeeX7xfwwhsP4+itA8yYCtz44cu/b46AIiKVIBrUqkFAgAos/W1bNiG/8OakT75RWIFCi4V8s+mOesD/47+VtOnUkaZ+PmRo8pm/bp1dLDNnJ2cGD53IplW70en0IFhx9bfQo8dQjp89QEZmRoX9ymQypo67i21rD1JYYFOQgiAwYEQfEtIiiIq2V5oFZnO1MdT6deuCn783XMoq6ixRsnGzLT6cSqVk1OQpbApbg7ZIW+t1GDd6EueOxHLkUFm8uY7d2tCyix9Hjh6qVV8CILsD30u1QVyj6rm8Rrfy+tzOOkPk9kIikTBq/FQaNe2AyaBl47/zS5P4VEfPPgPo2GsYWMzkZyXi0agFgYFNyM3JISkmnLX/LqCkpPwx59CWzek/cQBSqcDR/ecJad4YLz8ncjKLWLpgtd2mVavWoYyZNAipVODA7tPs31uxXspNt9ejMqkCFwcfMuUFtViNMho3bsTUe0ejUEkJPxXLxnXbqqzfpm0rHnjsLrx8XMjKyGPhvNWcO3u+yjb1jVqtZvp9Eytd++poEdqc8VOHIJUJHNl3jt07999AaW9/Pn3jfgSJwNfvPQSAxWKvQ8Y/+HGV7fcfiwDA27N81tmKaB7sT/eOLfht0Rbeevaua5D4ziElJYUASQLeLo3JKrB914ztIOfA1n+vqT9fXz/uf/YDwnNdsVphomcBC356n4yM9Fr106vfEPbG2p9/TMg20rt1B6C8Qa1ly5ZYrVYuXizv9XUz8fLywt3dndjYWMy1NBwDlJSU8PkHP6NWq5FIJGi1tX/+ERGpa0SDWiVs/Od9rJf+Lf751QrrrNly+CZLJQLg5OTEb7O/w8vVhYS0dJ5++dVyZ+yrQqPR8NiLL+Pl5UVubm65tg/PepQ53ywu5zK9bf0+Rk0ewLrN/5WT59XnnsHF2ZP/vfEDvft2YczoPugNJub8sozdWw4xZspA/H29mThqJOaCQlizkbdffgGZiwvrt21n5549Fcp66sxZ8koMuCttH9XUDE3pNZ1Oz5qlYYyYMoz1m1bXeP4AnTp15tyRWFKS7BX46WPnGTi8F46OjhQViQ//IiI1RdQZIrcaT778IXuzQtgbaUApk3DPs1+z+rd3SU5KqLLdlHsfId9zMEsuGJjWx5d0czs2nitEet7ApJ7N0Xg35rm3O/Pth89hMtkbu8Y/0J7IkpWAlUH39MNZreZEzErUwW68/8Vz/O/V79Hr9QwY1Jsh00KIzlmF1Wqh37RuBDedwqK/V5aT58+5i3FRq+gZOh2FSopMquBI1AoaS8fVek1atGzOwy+OICJrJWaLkdBBzQlt/Rjff1lxEoBBQ/sy4/EhpGhOsePiAUBgxvOj2fGfN2Gbd9d6/JuBQqHg/c+fJ7poBal6Tbm1r45efbsxZkYbLmbb/jY9J3YipPl05v++7CZIf3vy/Z9rb9pYEomEFx4Zz89/b6xVO+HST0NDuOr/G8Hcb/7HxGkzcW7RHKnVwP51q4kMP3NNY06a+Rx/7DdjtuQCcEgC02c+x2/fvFOrfrIzUnH11pFq0pWWSQQw6QrKrckTr31OVKEPCDDy7nyW/fY5WZU4B9woJFIpDz39JhpZELklMobeVczBTf9w5uSRa+qv5NIGwPX83W/Ge+dWRVyb8lS1FqJBrRK+mrsSQRB49YnJ/PLPRoqKy76wTCYz6VkaouJS61HCO5e5331LsJszVpOBNr6efPnRh7z01tu16sNsNle4Ez+gb1+KcksqjT+Qk16Am5sbmiuOcL77ykv0bxPKuj3n8PLx4OVnp+Eit33sPN55jGee/j+SE7L49P2ncRKsGAsKiQZ6hjZD7uJMq5AgIqOiSL0qkw3YdsZmz1/AtDGTSEnJ5Jef7bP9WK1WjCUCEokEyyUvtprg7x1I+IGKd/v37zpG35F9Cduxtcb9iYjc6Yg6Q+RWIjg4mBSaEp9lM6DoTRYWHrYwfdrD/Prd+5W2k8vleLXoy7ZjBhyVUiQSgRMxtlg2Zgv8dzCDh4c1YuOpYoaMGMfWjavt2sfl7AK1Tb9Gpe2jd6sZSAQpxXoN8ZK1TJg8khVL1zJkTFeissu8LJLzjtGm23Tki+XlNsGMBgOoVWRkp5BWchgBCaFeo1m3sHae1gBT7x3BuYwyw1BWYTQtmjTDx8eHzMzMcvWHjOqCkQKi0w5cKrESnrKRAcNnNFiD2rhJI4kvWU+xXgNgW3vputK1r46RE3oRmVX2t0nRnKJNh2moVCp0Ol0VLUUqI2zv6Zs21tQxvYlLyuBMRDwdWgfXuJ27qzMOSuWNE+w68XBzuaH9795sb8z3vMbx/vvzC2TYP4D/d6j2/cVHnYeol7j6L7LucPm+/v3909LfL7/TrlX+62H1gh9Lfz9Tj3JczY1+79zKiGtThkqlqPSaaFCrhJ0HbKfls3LyOR+VhNlcc2OFyI3Fy90Nq+nSLqrVSmN/3zrru22b1qTE5FZ6PSszDw8PDzuDmre7GwCafC0tWzXFVSXDesmN2cfD9kXk5KjGWS7DairvSeeuUtKyRYsKDWoA0bFxfP3tP8RHJ1Z4vVhbgkqlqtVxDbOx8kN1JqMJATFbjohIbRB1hsitRJOQ5sTl2B8XMlvALHOspIUNNzc3ckoUgAEvVzmpueU9mvQmCwnZRnoEt6hWjiJdLiqFM8V6DQUlmQQE9gVAqjTBVSrNIOTg5uZWaSa7tfMiGTluPGazhV//2EZSYlK141+NTGmGq6ZUZEmiSZPACg1qCkeBEn35o6Vyh4b7+W/cxJeckgN2ZQXFGQQE9qlRe6nCBFed5tWRhaenJykpKXUl5h2JTCrFzdURQbD3hcjKya+T/v193Bk/rAfPvDu31m3z8gspLrm+uGE3AgHbQ3+upuCWCBfxyFs/sey4/d93elf487Nnat2Xi6sLk2Y8gcTBB6mlhAPb/yPibJlxViqT4eakRt/lfZCpSsvv6irjr8+euPZJXAMPvvgp/563P5LcqpED5lM/c/Lk8Upa3VhutffOzURcm/KoHSrfUBANatVw9kLVRx9Ebj7hFy/St30bzMVFCDI5B4/V3TGq7Tt3MWJA5cdEAoP8OHgq3K7sfEwcoQG+BPh5sXzpJpJzx9HIVQmCwMVLHikGo5HUwiL8HRRw+Ubp0v9JeQUcPXGi0jHTM9Lp3altpQY1Z1d1rbPbSBWVO646uThSrBNjEoiIXAuizhC5FTh3+gTj+jxA3BWO2o4qKcaCijd2LpOdnU2AYzEgIzlbz+D2nuw7n1d6XSoBpUxCtxAlp4/srVYOF7VvqaeUr0trTuyNBMBYZEvEc2XGAYXZj+zs7Er7ioyI5EJEZLVjVkWRxorMSYHJXJZUxE3SmoiIRRXWL9ZYCfD2LFeuL2y4t9cnj56n56S2pOWX3ctcufbVYdDKEAQJVmuZ0dDB2pj0dDHhyrXi5+3OS49NoF3LILtzRQICVqyMnfVRnYzTrmUQri5qfv3cZryRy6SoHZQs/ulVPp69jIioyo3QVirM/9FgaOjyXaYw9TxNA3oTm2nbYG/qLUObfviaZM/PL+DvOV9Vet18+ci9TAUyh9JylcJa7XidunanW9+RGHRFbFq1sNKNjJqiVMjsZADwclURrS2s8dw9PT2Zds9YHF2UnDhygV3bq9cxNeFWee/UB+LalFHVOjRcjV+PrJv/HjOf+4b8wmLWz3+vygWsLlCoSN3zytvv8uYrr9AmtAX7jx7l1z/+rLO+L0ZH06NbLo5Oaoq09kYqmVyG2k1WLtDyNz/+RGp6Oi2at8LRyYHX35zNlKkj0BYVs+Bv2w2mfxMPnn79Le6ZMhljQQFdgaVhu1G4u/Hv6jVVBtUsKSnB0V2OTC7DZLSPR6N2csB49TZ+DYiIPEOHrq05czyi3LUBw3qwftu1BVsVEbkTEXWGyK1Gbm4u2pidjO0wlL1RZgLcpQwOKeTnT6v2XLFarRwNW8KMYQ+z9QJk5+t5ZJgfqw7l4KKWMa67N7EpObRUXmRuBclt2npPJ47dmMx6OgdNpbhEg1LuiI9TG4S8Fuze8RMAC/5Yy9OvPUiCditGs45g12FsWHq40nAM14sgCDzw6HQ8fJV0CHqWYmM2J2PXEuzWj2M7kyuNKbpo3npe/+BR+rV5gNNxG5FK5LT2Hs8Pn6+4IXLWBXt3H6DvwGdp4uVERuE529rnlq19dfz9+2qef/NBEoq2YTAXEeI6hK3/nbimAOMiNl58dAKOahVf/PIfOXmFtX6fSyQSpFLbjyAIyOUyrBZruWyhuw+d49iZ6NLXbVoE8vLjE3nmnbkUassnERGpe5b9/QsT7iqkd8eugEB6zHGWLv/nho4Z7C0n/tK+RwtfOdlxVScRuev+J8j3GMCyKD0OCgnTnutC2MLPiLp47clWju9Zx6Dej7Mr0mZIVCsltHHLZlNUzZIkNA5sxAvv3M357H/RmorpNq4d7Ts9zI/fzLtmmURE6grRoFYBs/9cW+rWfDMDhYrUnM+/+eaG9b1o2QImjZ9GzLkUIs6V3XiMmtyPDVsq3oF1clTTvnkgb777BEsWbeDH2QsA8A3wpvegTmzbuQFNvoYf5v6Kq1RG12ahLFnxb7VZPi+zJWwDE++exqnDkcRH23YQW7drTtO2jVizvvbGr/iEeHy6+zFweC/27zqGyWjC2cWJAcO7czriqHhjLCJSC0SdIXIrsnLpPBo12kLvgSNJu5jA1/N21igW56F9O7lw7iQDh40j93gRO48fpPfAEbgpXIk7bODMsf1EnD9XYduvPviLHsP7o1IpeeOzX2gS1JiOXXqx6eR5Tp/eXFovLjaed1/8keGjBqFWO7Bs02K7UAt1zZPP3Y/Q6CQXClK5cBY8HJvQxmUWX3z4S5WZT2Oi43jh0Y+ZMHk07TtO4dzJC7y26rsKM5w2JD7/6Cfad2hLp6692HjiPGeuWPvqSEpM5p0XZzN85CCcnB35YuOyG/q3uRNo2awRL33wB/HJ5Y8V14QZkwYwc8qg0tfr/nqXMxHxvP7JfJ57yHbq4se/1mMwmjDkl23gFhaVYLVCXr54KuFmsnbFAmDBdfUx5Z6H8QvthUVQINVnsOyPryr14A0s2k6fDr0QgOSLR1m+cnGl/To6OuIU1IfNJ2z3NCUGCwsPWbh/yoNEff76Nct79NBe+igUzOw7FrOgxFKYwtyvZte4/b0PjOd0xsJSz9i0/HO0CGmEn58f6em1y5AqIlLXiAa1CrgcHFQikZBfUMyFmGRx5+YOwmq1smrtCoKDghk8vismk4kzpw+zet0KrIBUKrUzODVr2pQZY0aisFoIcFLj9ew01B4SrFbIzs1kxeqKj4rUBoPBwIpVi2nVsjWDxnVFEOBidASr1x2ovnElHDl6CCcnJ/qO6IMgSCnWaVm/7b9yWdlERESqRtQZIrcqKSkp/Lu49jv8Go2GNf8uLH29alnNPCx0Oj3rVpcZb86eyefsmfAK6+r1etav2VJr2WqLIAgEhjoTnl2WNCS3KBE/VVaVxrTL6HQ6li9ZxfIlq26kmHXO2TPhla59dRgMBjasExMX1RVZOflIJJLqK1bCwpW7WLhyV4XXfvxrfaXtzkTEM+2Jz695XJH6YczE6SQ7DWbbMSNgQSb14ZEXPubr956qsP6m1ctQqtZw78PP06hVH558qzsXjoaxK2xDubqNGzcmMV/B1YESDULV8TVrwoE92zmwZ/s1tVWorVgN9hs+BaYYmjUPue0Mag4ODjz85D14+iuwGKXsCTvFnp3X/rwncuMRDWpVYLFYeO+F6Tz2+k/iw9EdSHxCPPEJ8QjYstAMGTQclcwFfYkRpUqOVWYkbOdmPNzdUclkWIy2mCtKmZSt2zfdEJkuREaQkpqMVCqtkx1hrVZL2E7xplhEpC4QdYaIyK2HRCIBSfmNJEHScBMLiNxezFsWxoN3D+XLOSvRFom6Q6RqmrTuxd4zZUnOTGYr4TmuNG/enOjo6ArbPPHyx/wb6UtBvO27rkerexgE5YxqCQkJDHDXc+SKMkEAhbl88pWbSXG+FamjArOlLL6lu7wN58NX159QN4g33n+SJPMqYoptGbT7T+qH1dKbvbsP1rNkIpUhGtSqITE1C19vNzKyNfUtikg9c3RXJCXFZSnhZXIZk++Zzsq1SzkaFUu35sEYzRZ2HjpSRS/XTquWrWkW1IqCnGKMBjNe3V3JyEvh6LHycWpERETqB1FniNQnzVqEMuquJzBIXJFbizi6/V+OHqqbwM23K2azGZ1GhUQiw2KxPWxKJXKKc8Vs1yI3jj+/fo4rQ6V5ujuz5OdXyc0rxGiyD7vx6Gs/3mTpRBoyVsonFjNZJMhkFT/W+/r5kWwMoOCKLK1HYo3M7DGsnEFNp9ORenYLozuMJyxcj4taxpSOFpbPqX1m2Lrk79//5a2PHyeuaAOFukyaegwg6riWvLy86hvfQgQHB2NxSkCXXVhaFp+3j4HDp4sGtQaMaFCrht8WbeHh6cP4ddEWomJTywX4FKk/3N3dKSkpQafTVV8ZcHZ2xmq1otVq8fHxQaFQkJycXG270NBW5GSmXoqJUqbETEYT29cfpHvXHrz+/ocMHzqUpKQkTp05g4eHB0VFRej1159i3NnZmWZNm6O0uLN1tX0g0eBmjendsy8HD1cdYFREROTmIOoMkfpC7ejI+Aff5c/9l72tnJk49AmyMlKIj4utF5lkMhn3P/EKzo6NYfUcHnjqDebNn22XiGf85JH0HBiKo7MSTzd/MvMS0BdbuHAqgwXzKg/uP3rcUPoObYPKSeDz1+bz1dxXyc3Q8fO3C8jPz69WtjEThtFncGukSiOCUUkX5ePkmSIQkCDTNebbT/6q1Vx9fH148oV7cHAzYTFJiDqbxfzfl9Wqj/6DejN8fDfkDkaMxXK2rDnM/r03ZpNOpH7Zsf9MfYsgcouSnXCGJp6DSMyxfdcLAnT0KWTbhQsV1ndycqJAX36DwGKt2AywYdUSgoIOMn7kZArzc5n7fysoLq59ArTqUKvVDBgyCpPRwJ6dWzEYDJXWzc3N5Z2XvmX0uGH4N+rKogV7iY6KqXOZ6htXV1f0lvJGQkEmekw3ZESDWjV8+sb9CBKBr997CACLxT7zjpix7eYjCAIfv/s2vdq1oVhvYO6ipWzcUnWclWcef5QJgwdhtVrRCRL8XJzBaiEmPYv7Hn2syraBAUHkZKZWeC0/r4AmAb144ZFZeLs6E5WShra4hE4tQigs0fPT/H8I27nrGmdaJrdCoWDpyl2cOGwf6Dk+JpmW7fojCMINy34mIiJSc0SdIVJfDBo+jrVn7eMwrT9tZMrY6cz76bN6kem+R15gd05b9FEaOgAb4vx46Ln/8eNntuDW3Xt2pcNgFRG5ixkc+ARbz32B1WozQnu3acmkqWNY/d/Gcv126NCW7qPcichejDHT9hmTqnRkKTbz4psP8eFb31cpV8fO7ek2wpWI7LLg3B1972fRdycpLi4mLS2t1nN96e0HCNf8jTXTJr9naDPunjGR5YsrTmZ0NY0aN2LU9Nacz1gMl5wTxs6YQkxU4m0XI0gEFq3aXd8iiNyirFz6F/c/5kb/7h0oMctwl+ax9NevK60fFxvLOO8iDkWXOQW4OcrQ5yVUWN/NzQ0vLy/Wrph/wzzAOnTuzoApz7ItUoZMCs9+MI1Vf35CXExUpW0MBgNrVpbXB7cT58+fZ4b0GZIpM7irle5kJNW9QVOk7hANatUgZmxreAwaOJCBHdoisZhxUMqYMWlClQY1Dw8PJg8ZjINgs+57uLhg1BaAxUJTHw+6d+vG0WPHKm1fnZkqKDCQxi5qsJrp3LI5pqIirBYzKpWcGZMnXrNBzU5uk57JY/uwbMlGirT2X6qR4Qk0a9qM6JiK4yaIiIjcPESdIVJfqFQOlBjsPSLNFitSmbyeJAK1byuykky4XHqtM1opkPjj5OSEVqtl0IhuxOf+i597KAmZJ0qNaQBZ2kjadb2b1f+V73fEuH7EZNtfCE/YRrMm3TEW5+Du7l7lg+DwMX2IybbPkB1fuJWOXdqwcsW6Ws+zefPmaCURdvLnFMXQsn3XGvcxcepwIrPs469ezN7IxKkj+PXnmiV9ELk1+evbF3j+f7+Vi73pqFbx0/89wUMv1zwbosjtj9Vq5Z/fvkUmkyGXy6vNKmyxWNi67Acemf4cEdmOuCrN+EiS+e3bH8rVvXvWk6gC+3AxR8W4UXpMqYdZ8tdPdT6HgeMfZv5BM2D7zvw9Cx6Y/hQ/ffpyaR2VSoWzszNZWVl1Pn5DxWg08u8/u5l6//3kW8+jEDww5njz1W/1e+RWpGpEg1o1XM7eJtJwkAgCwhVmrvKRBOwRBAEklFnGrFZKe7BaEarJrKTRVJyGGkClUuLv73nlaFivlE2oTrrKKSd3ZVit1zWOiIhI3SHqDJH6YnfYeiY+PYzlx8qMOv1ClRzdU387+hU5Tles0ux1Z3W1bYrf/poVyyXdfm060Wq1cq2qVBAEEK7PS9wm89VzsiJIRP1+u+Pr5VZhlk+5TIqXh0sFLUREwGQyYTKVT6hSEefPnSYi/DGaN29Ofn4+mZmZ5eq0adueIs/+bDqpB7SEJ0Lv5n3o1PkQp05W7nhQWxwdHckzOwP2RzwNco/S359+8QECmisxko/CFMDiPzcTfjaizmRoyBw9fJITx87QsmVLcnPPiB7KtwDXnqP5DsLZyYGJI3ry1KzRODs5ANCqWWN8PF3rWbI7kx27drE3PBKDREqe0czy9eXTPl9JTk4Oa3fspcQqodgqIb2wCInaEanaiYTcAo4cqTo+ycnTJ4CKjWPDJ/Rj8b9LSdWWYJTKOBMdy7GYRIwSGTl6E0vXVJ6uvDpycnJYt9Mmt1GmZN3mw+W80wBatAkiJvb2iyMgInKrIuoMkfogJzubyD3/MKu7iRFtFdzXzYo8ZQunTtTdg1Bt0WVfxNO5bO9WIRNws6aXxlDbG3acII9epOdFEuzTBUEouy31cmpOxKmUCvvdtvEATT0H2pW1DRpBTNoRZPoAcnNzq5Rr++ZDhHj2tysLdhnB5g07ajW/y0RFReFsaYsglMUpclcHExVe8wehtSvDCPUaZVcW6jmKtf9tuyaZRBo+7VoG0a5lEACtmzcufd2uZRAdWgczeVQvsnKqjwcoIlITrFYrUVFRFRrTAHoNHM2+i/axnw/F6OjWb0S1fTdt1pwHn3yFqTMextHRscq6JSUlOEnLx5iWmW3POHffOxFJwFksyiy8vXxx87Pw7KszKk26cDtiNps5f/68aEy7Rbhz3pnXSFBjH754+wGKS/T4eLqyatMhCrUl9OwcirenK1//uqq+RbwjcHR0pFPHjkRFR5OZmclbH3yEj48PRUVFFBUVVdv+h7lzWbh8ORaLBY1GQ2BgIEqlstL00ldyOTbZiIm9yc/WkRSfhl8jH/wCPdh7KIys7CxmPn0WDw8PMjIysFgs+Pr6UlhYeN1BPGfPmcuCZctpGtIMSsorqMDgADTFWVgsYrBKEZGGgKgzROqTfbu2cmBPGJ6enmg0GoxGY73Ks+iP75n15Guom/hDPExonslfP5UdXzt08Bj+jcfQte+9FGr0jGz/Jum5cRhKIOZsDv8tX1Jhv6dPnqXJdn96Db4PudrMDhaglnsyoM2jJGdE8/5nL/LdZ/MoKCiosP3J46dpHORHzwEzEBQ6zCVqlvyxs0b3E5Ux+7N/eOKFe1G46LCaZcSF57F04eLqG14iKTGJ7SujGTxmBjKVDrPOga0rjpGaWnEMV5Fbny/feRDrpX//e/GectdL9AZ+nl/1prGISF1RoMnG3UlOTmGZ3nBxkFGYX/UGxfhp96NsNorV4QZc1TKeeGcgy+f8j+SkimO0WSwW0i7soXvIcI7G2bzUBrdSEHHEdn/UvK0/3gE+pOSeJzJlDwAdg8cw6+F7mffbgrqYqohInSIa1Krh8Rkj2HXwLHMXbGbl72+Vlh87E81rT06uR8nuHHx9ffn+4w8J8nRFU6znq9/nsXPPnkp3WCrjyh3rpKSkWsuxYcsaXN3c8PfzJzr1FIfOlB0F1ev1dkGMMzIyat1/ZeTm5pKbm0ub1u0YMakvOemFGA1G/AO9yM5P48DBvXU2loiIyPUh6gyR+sZisTSYmDNGo5E/f/wUN5mcjk1bMP/nzygw2x9RWrViI6tW2DKCmkym0v+rY93qraxbvRWZTIabk5rdEb8jkdkezmRSJc++MotP36889s+6lVtYt3JLjcerjrS0dD54c/Z19bczbB87w/bVmUwiDZv7X/gWQRD45/uXePbdX8kvLDPomkxm8gvFQOQiN49Na5bxxDsDmHcAzBaQCDCts5W/vqx4YwNsmTp9Ww9l2XGbx1mu1sgf++G+e59gzpdvV9puzfK/6dU3nnt7DQerhcM713L60rFSmUSJIOhJyy3LWno6fiMdOzxSRzMVEalbRINaNYQ2bcTPf5ePP5KVk4+7m1M9SHTnMX3yJJq4OmI1mXBVSBk/Yhg79+ypF1k0Gg0ajaZexj4fcY7zEedwd3dHJpNx/ELDeGASEREpQ9QZIiLlqUkW6ssGpNoaki6HYzCb9Uhktt9NZj1O3jXz3K5rw1Vd9Cca0+4McvJs6VzHzPqwRvU/enUG3/+xllyN9kaKJXKHUlRUxOIf3mL6jCcxy1yRWQpZ/suv5OdXfuy4SZMmxOQpgbLECFYrmKTVh7g4tH83h/aXz3Z7/lQCnXwU5cp1xvIex0FBQRQUFNywbKQiIjVBNKhVhwAyqbRcsbenK8Ul5c9/i9Q9xSUlIAil0Y0N9XyE5Xrp0K4DlOgYNWIMOqmM4pISUtISOX8+vEbta6o0pFIpPbv3xlHtjMli5NDh/dVmAhIREblORJ0hInJTqSzkgdUihgkWub1o1zIIhbz+svbezgQHB+Pt7cvZs6fR6XT1LU69kZ6exq/fvl+uXCKRlGZPvvI7Nzk5md6uBq6O1Cm3FF6zDCv/XcugsW8D28vGF6SU5JfdW7VuE8qsJ8ZRJIlBLrhQkunCN5/9VmWYgxYtmjHp7uFIFVbiL2ayYsmaa5ZRRORKRINaNZwKj2PcsO788o/N48CKFblMyj0T+3PirBgI/mbw9+IltGzejNCgJmTlafhl3vz6Fuma8Pb2ZmDv4ZzdfRJ8BXatP0arnp2RSGXoshXcNWkGG7auvu64awDBwSF0bNWDvduPUpivRaFU0H/wCHK1aRw7UXUSBhERkWtH1BkiDZ0mTYLo0msA8VER15W5TaVS0X/wCPz9G6HTGzh36gjnw89W2cbBwYEBw/piNpnZvm0Pev31G5ktZltWUyelF3pyAHBxCCAxsmbB3ENCgunRpzOR52M4dfLMdcsDNq+5vv1749/Im93bD1YaokIikdBvQG98/bxIiEuhafNAzpy6wPnwqrPZubu7M3REfzIzcjh/quo1vxZ8fX0ZOKQ3yUnpHNx/uEYehiIityJyuZynX/uEOH1j0rUSHhqr4+yuxezbtbW+RWsw3DvrCYI6jSAh24i7XMvFIxsI22SLd6bVatEmHqBPiwEciNKjVkq4q4uUjX//ec3jWSwWlvy5jfH33Ety8R7kEkf8lQP4+qO/ANv36wNPjedszvzSNo4OHvwy71M2rN7F2lWbym20tGnXivue7kdE1n9YrRY8Ozbi2YCHWPT7imuWU0TkMqJBrRrmLQvjm/ceonmwP3K5jGceGEtQY28kEgkvffBHfYt3R2A0GnntPdtuibOzM/dPn47RbOKfxUvsbsblcjkz75mO2kHFngOHGDqwPy2aNyf8fAT/LFlamlXsaqRSKfdNvxsXJ2f+XbOG9Erin02dNAl/Xx/Wbd5CfELFgTav5u4pU/D18mLT9u10aNODNUvDcJVJwNcDs9nCgT1HadYiGFdXZ9Yu3cHoqWNYveHfWq6QPTKZjI6terBx5c7SMoPewM7NB+nauwONAhqRklpx5jQREZHrQ9QZIg2Z+x55nhKPnhxLMNO09yheHpfBj5+/UevkBS1CWzPugTeQOgcQlVLMidgC2g4fzpBxsfz85TuVGmBefn8GCRxAECQMGvssf85eS+SFqLqYGtaULoS28sBqhYTIXOb/sbDaNs+8+CAezQpJ155iZPdmTJg6hE/e/xHzJSPdteDk5MS7//cMmZb9aA3neb7/GE7tzubfZfZZv11dXXnn46dIM+2hVWAomfkKErNOMLFHKybmDuPzj36qcB1Hjh3CwLHNSCzcg4/ZmfOnwMPDg5xqMpvWlLtnTKR9P1eSCg4S2MOP8dNe5+O3f6yTzT4RkYbG3fc/wepof3K1Nq+0iCSYOXgGxw7tuaM91S7zytufkK3qwM9hl8PMSBjbcRrBESeJj48HYMWCX+nY6RjTB4xCV1zI0tmLyc7OrrTPmrB/z2FOHT/HoCF9KSwsYv/er0u/l1u0aEEB5+3qF+lz0csTCeyVymttnuKLj3+2uz5h2mDOZy4vfa0pTiHQt/l1ySgichnRoFYNaRm5PPX2XMYN7UZhUQmCIBC29zRrtx0hv+Das0GJ1B65XM4Pn31CqLc7CAIdWrfiudffLL3+yf/epW/LZmC1ct/kSVgL80GAHm1b07VDO5546dUK45J89PabDGrfBqwW+nXvwmMvv0ZhYXlX5ccmjcXJQcWgnt15+q13q0088NoLzzOhbw8kViujBvbjky8rvrmPiYpn1PghnDt9gYwUDV6eXmTnXLsi6tWzD3vDjlZ47fjBMwyf3Es0qImI3CBEnSHSUAkODqHYvSdh4baNqONaE6n53oydfA+rl9cuc9qou5/kcIoataKQwxdtnmD7L5rI8g9i8LDR7NhWPo4gQETWSgxqm+dAnnY+9z48kw9en11h3doy//el1MaPqnWblrg3yyM2Zx8AxfrjuDtmMn7SKFb/d+2ZFR98/G4itYswmGwhFiJ06+g8YApbNjrb3Vs89MTdhOf/g797SxKzThGfeQKARP0hfFzzGDx0ADvC7OMLKRQKBoxqTXjmUgCMettD7n0PT+KHr+dds8yXcXNzo0NfLyIyVwNQpMslT57IA4/exZwf/r7u/kVEGhpqr6bkpttvKBxNVtKxcxcOHzxQT1I1DNp16IhjYHfmbbR/ZtgSbmDi6GnMn/N1adnpU8c5fep4nY5fVFTEhnXlPQW1Wi1yoXxMWkGQkFuUiLtvU4KCg0iIL3N+kCstcJVDdIklvU7lFblzEQ1q1bDgh5fZvu802/edZtGq8oETRW4egYGBhAb4gtEAViuhgY1Qq9UUFxcjCAKtg4NK46xRrEXq4IC5uAir2UxogB/+/v4VZvdsFRIMVtsNfhM3F/r06smWbWHl6gmXbtX9HFUMHTSQxcuWl6tzJW2bN0NySR43mUDLlsEcPXiqwrqXvQOiIxIIaR9yXQY1B6UjhQWVB6w16WsWqFlERKT2iDpDpKHSvc8Q9sXabyql5RkZ0LJlrfvSS91pH+TM4t1pduUX0/Tc3boLXGVQU6mUFfajcDLUeuy6ou/A7iTmbbcryytKolnLbtfVr6unjDyjfbzSHONZOnRsx/59B0vLnNwlZOn1BHi24XDkUrv6mQWRdOgyuZxBrVmzZhRysdyYate6OZLZqUsHsvSn7cr0Ri1+PhX//UREbnWk1vLHzn2cLERWckz7dkYul3P3/U/i5NMcwWrE00lKcq4JuVTAZC77jlHIBEyG6zuu7+joyP2PPofa1ZuLZ46wef1/NU7GkpqaCoWNUMod0RttG5XBPl3Jzo8HIN+QQNOm9gY1TZYRhYdD6UYHgKukFXDuuuYhIgIgRmythrVbD9OzcyhzP3+a2R8+xvhh3XF2cqhvse5IMjMzybrCUJRTUFgaZN9qtZKtKYuXIlGqsBhsN+qCREpmvpacnJwK+82+IntNvsHIhcjyN6tXUmS2EB5xoco6ADlX9GsQJCQlplVaVyq12ba9/Tyu200awYq0gqDopWPJxY+9iMiNQtQZIg2V+NgLhHjZ76OqlRKMxbU/Kii3FpOepyfIR2VX7ukspyCn/K6/Xl+x4cysq7993ZiLiXg4BtmVqeTOFORd3zEvk14KCHZlztJAEuLtN/TMBpueLizOxN2pkd01J5Unmenl/y5paWmohYBy5WZD3axjfGwiLvImdmWCIMGoE+8bRG5P9m1dwdgOZYkeXB1lhDqmExMTXY9S1Q+Pvfg++4u6s/iMM4vOenBG449cYmFKH1+7evf1dWPL2qWV9FI9jRs35sOfVrExrQ2/H3MnzmUCr3/8Y636+Orj33DJH0nf5k/Tr82DKOWOXEy1eRt7KTtw6qR9bMm/fltOqNN9BLh1wM0xgLY+Uzm0I/aa53CZfgP78MwLD9O7b8/r7kvk1kXUkNWwYv1+nnprDi/873fCLyZy76QBLPrhFd57cTq9u7aqb/HuKLRaLZ//8itHouM5eDGW//vuB7v4Ih99+z37L0RzNDqe/7bt5EJKOoUSBcfOnuPzn+dUGv/j42++Z29EFMdiEvj+rwUkJCZWWG//pTq/LPmX02eqD1z8f19/y86zERyLSWDu8v9QOVW8w+vk7IiuxHYD36x1IHHxcdX2XRWHjxyg94AuFV5rFOhHWlZ5Lz0REZG6QdQZIg2Vo4f20zsgB28XBQAqhYQZ3WDdivm17ivy6GYEUzHju/vg5mgz5jiqpEzraGDDqsXl6l/W1QFunUrLQjwGcHBX1cH3byS7d+7DRzIAR5UHAAqZA63c72L54nXX1e+/izfTzvduJBLbung4NqEk05vk5GS7equXhdHWZypRqQfo3HQCDgoXAJRyJ5o5T2b1v5vL9a3RaMiMleDt3AIAQbAZ5Tavq5ujafHx8ZiyA3BzbAyAVCKnvc90VizaVCf9i5RHKpUwblh3PNycq617LjLxls9039A4d/oE57fMZma7LO5pn89gtxPM+ert+hbrpuPt7U2uNJicwjIvsV0RxYR4SYhOLeLhYY2YOcifd6c2Yt9/35CVlVVFb1Xzwrvf8v3GdPK0trESs/XsTfakR+9+Ne6juLiY77/8ndef/I78NDl5hRk4KFwJ9R7N+UN55OXl2dXXarW89eIX7FpSQMK+Rnz59nK2bdx1zXOQSCS8/+nL9JwoReO+lj7TVPzvk5cQBKH6xiK3HUJgcIiYuqcWSASBLu2b8eDdQwlp4svYWR/Vt0ioHZSs/P0t7n/uW4pLyrvgSqVSlMryxhwB8HB1Jje/sFZxR25X9Hp9hYGIBcDTzYUcTcF1rVPH9p1wlvtw4dAZPm/nwZvnchGcnRk6sj+rlm9k4IieRCedIzbu+jMB9unVn+IcCD8dWVrm39iXTr2as3bjquvu/2rqao1uZ8Q1qp7rWSO1g5IFP77MlMc+q/B7sL5oaDqjOn1xK3Knf7ZqM3+FQsHEu2bh6huCqUTDuuXzKvXero5OXXrQd9hEmgQ3IytHQ2ZSJGuWzSM/v3x2TVepjG+ahbLEQ03X4V2xWmHH5sMcP3bqmsa+kuv5+6tUKqbfNxGfAGe0+UaWLlhb7kHsWggMbMy0GaORKwWiL6Sx+t8N5bLOAQQHBzF5+ggcHBW4OHmQo0mnIEfPkgWrKSgoqLT/seOH07ZzU4q1epbOW1mn732JRMLUu8cREuqHvsTCv4s3kpKSWke91y23i85Y/ec7PP76T2Tm1Cwz7c2koeuMO/37vypqszYtWrQgZMxHHIyyP65+X2c9ecmncfYMRF+YxboV89FoNDUbXxCYdt+jeAZ1wgrkp4Sz/J+5fPLrBj5dZX9qRymTMCHgNPPmflfj+V3mcrbkxk382BV20HYktCbyUX59VCoVjz17H57+CqxmCacPx7L6v/IbCiPHDKXVkEKytWXPbD4uLTm1QcbO7XtqPYeGhvi5Kk9VOkOMoVYLXF0cGdKnPUP7daRpEz9iExt+MENvb28sFkvp0cgrsQL52iLxg3IJNzc3JBLJde26VMXps6cICAig/6jOkJzApHtGIHVzJT4ugSHju3H42F5y8+omS9eBQ3tp1rQ5wyf2wmS0IpVLyMxOuSHGNBERkYq5FXWGyO2NwWBgxaK6yTZ76sQRTp04Uqs2x46eYvuhY3Uyfl2g0+n4+89ldd5vUlIy333xe7X14uMTalTvajas28aGdWUPPXWJxWJhxdK1ddqnSNVEx6cSHOjbIA1qIncGMTExjPEs4mBU2eE1R5UUY34iy/6ee019znj4OU4ZupF40uaJ5u/Wk1lPOKKSWfFzV5CeVxYKoGdLF46H7Sa0VVuGT3kYg+CE3FzAtlV/ERV5vrIhANt31p5d+69Jxqt55Z3HSZeuJfdSAplmfdvzQdfXycrMZvuWfVyIsIUFatU2hGyt/TNVZkEk7TpNum6DmpeXF5PvHo1KJWfLhr1cjKybTNgiNw7RoFYNcpmU3l1bMax/Rzq3a0ZBYTE7D5zl67mriE+uecBKiUTC4/eNYGjfjgiCwL6j5/l5/gaMpvIeUav+sHc1lsukJKVm89Tbc2olu1QqxWKxVLn7LJNKMJnFIPVgcx/29PREKpVW6KlWF6SmprIjI5OxzUJZsWYx+eaaBeC8FmJio4mJvfNiQIiI1Ce3ss4QEREREbn5LFu7j0dnjEDtoORibAo6vf2xzlxN+czzIiJ1icViYcfKuTw89WlOpjvipjLTVJ3Bb99cexZm18YdSTxa9pyTpjHj2bknGQVWZg1uxNojmUSlFtGjhSuDmhr5PDGB6S98zz+HLr//PXlg5ltkf/t8nXgOV4eXlxcKjxx0WWWft/SCs7Ro251o43rueqYfSac7M//3ZSTFpePXI4D84jJvOHfHQOJOplTUdY1p064VDzwzjAs5q8kzG7j3uYGc2xvKf8uuPfO0yI1HNKhVw5KfX0MmlXDoZCQffruE42dj7OJ21ZR7JvSnfatgnnjzF8xmMx+8fC8PTR/Gb4u2lKs7+dFP7V7P+fQpdh2qfRYSpVJZoWeaSOWUlJSgVCorjbcmIiIiUhW3ss4QEREREbn5fPjKDABef2oK1ivOjQgIWLHWe6gAkTuDs6eOEXHucdq0aUNiQQFr4+Ovqz+LIAPsNwEtUjW/hmUwqJ07E3v64KiUohR0vPDgWO6+/wlWnrR38vjvpIVRE+9lyfxfrkuWmuDo6IjJWv75z2TWY7Waic3eTatOE/Dw8GDdmi181O9lLNY1FJZk4eLgQyPZCH7dWPsjq1cybcZwzmSUxSGNzt5Bl353s3alHKMYP7HBIhrUquGPJVvZczj8uuMGjBrUhd8WbSndZVq4chdvPjuN3xdvrfJhK7RpI5o08mbbnlPVjiFgn1dKAPE45zVQ0TrC1Tm7rq//isa5lanrNbodEdeoeq5njRrKut4qOkP8/rl9uBXmfyP1XkOdvyAITLlrHMEtvbFaBA7tOceBvYfrdoyr/r/TuB10BsAbn86vbxFERAAwmUycqUHitZog06WhkPliMNnuWWRSgQB3GSazlbDTuYSdtoW5mdBRgUqlQungiC7T3gBXYrCgcnCsE3mqw8vXnZaBfYjNLjuy6aBwxWIp87LLM0bQsVN7moT4ocktINj1LrKNGSREZvDnf99ft9FL6mCAq5Jil5CGr69vucQ2Ig0H0aBWDZt3nbjuPhzVKny8XIlJKAvAGB2fhrOjA94eLlXGTBg1qDNHT0fVyN3b3dUZhyuSDzg4OJCvLUImrTqZa3XX7yRkUgmuTo44KMp/NDzqKE6Js8S23u6uTsgqCFJ8K1NXa3Q7I65R9VzLGqlUihsgSe25VXTG1friduBO/2w15PnfDL3XEOe/a+tu2Fr2uq7jnV2mIc79ZnIr6wyAsxcS6lsEEZE6Z+Hcz3nw+Q9J1nlhsUKQOpesxEgkgiOWK/YFvRSFFBYWsnfbGgZPeI+w82UbksPaKNizcvUNldO/kT/3PzqJFu18MZgLGdrxGVJyzuHs4INK7sSBC4tK63ooWjH+rsZEaJaQrNeQb/ImyGsC333+53WFCwpt2Zz7Hh1L05BGXDxlf82BADIyMq65b5Ebj2hQuwk4XFLaRcVlXxDaYp3tmkPlDzRKhZyBvdrx1dyaBZLPyy+084pQG0xYocoYaWIMNXtMZgu5+YV2Rz4FbDdrudVkOhk/dgxP3TUZ6aVa+yOi+OiLr8qPIZWBF+Tla29oDLWbSU3X6E5GXKPquZ41UlfxXXqrcTN0xtX64lbmTv9s3Qrzv5F6ryHO30Gt5uWPpnExZ71deTOHqXz+v9onIaiMhjj3m8ntpDMa+3syZkg3Anw9mP3nOvLytfTq0pKMbA1xieLDtMith0aj4fuPXsDX1xeJRMLKtDQaNQ7ksac/ZHecCoMZBjc1snWpLelB1MULtIzdyL3dhpJcqCLQWUfimfXERNsH5ffw8OD+h+/Gyd2K1Sxl24ZDHD1c9Wamq6srQUFBxMbGotVq7a49/epdXChYQnK4hXZBwwnwaEOARxtkEgVSQYVcqsRsMdDIrRPOQgsiChZQrNcAUFiSRap0OyNGD2bT+rBrWie5XM6jL0xG4VpIkSGTwe2fwGwxcizqPxq59ODY7jjxuGcDRzSo3QRKdDbfTUe1kgKtzVDjpFbZrlXxQDOgZ1v0BiNHTtUsu4cV+yOed+LNVV1w9TpWV36ZwIAAXBxUpa+93d0r7acm/d2K3I5zqmvENaqea1mj22lNb4bOuB3fh7fjnGpDQ57/zdB7DWn+bm5uCMoi5Er7g4UOztIbImNDmnt9cKvrjLYtm/DpG/dzPiqJtqFNUCrkADRp5M2wfh35vx+W17OEIjcDiUSCQqFAp9PVtyi1pk27DvQZPA69rpgtaxaTmVmWhOlK76qU5CS+e+8xevTqh4NCwS8Ld2MwlJ1xXL9yEYr1K/Dz8yMsPd3umkwm46U3HqVRKznFhky8XUM4lxjG6JnNkcokHNpfcQbpR568l+B2DpQIybTyv58CbR652flEnk5jy5owYvI3YMVCi4C+FBRnci5hGwCCIGF0x7cgqQ8+bo7s//cs3fvGUeiQZdd/rjae5qGdrnntBgzsg7OnmXOJ+9AU2U4myKRKxnf9H288/yUx0bHX3LfIzUE0qN0Eiop1ZGbn0zTIj7RMW5aSZkH+FBaVkJVbUGm7UYO6sG3vaSy32bHA25WNYdsZ2qcnvmoVOouVA8dP1rdIIiIityCizhARubVJTU3FwdLErkwqUVCcJ4bYECnPQ3cPZfGq3Sxbt4+Vv79VWn4qPI7xw7rXo2QiN4spMx7Ft0Vvis0KXCX5bFr2C1GR5+tbrBox8e4HsDQewfJIPSq5hCnPdGXXsq+4cL7iWGxms5mD+3dX2p/BYCAxMbFc+UOP3UOB005SY7JtBUkwsN2j7D73J8NG312hQa1b9874tNZwIXsrfVvPYs+FOZQYbGEzHJs1AqDEUIBUAV4uwRy84nin1WrhXNJGjh3K4vSp0wC4ujvTfGAIOdq40noBbh3Zu+X64s4JgqTUmAa2RAgJ2afIyc69rn5Fbg6iZr9JbN51gnsnDsDDzRlXZzUzpwxi255TlQaXbuzvSesWgWzdLRplbhXi4uJ4/t0P+H3dZt77/mcWr1hR3yKJiIjcoog6Q0Tk1mbpX1vp4D0Lf/fWBHp0pbXLTH79cUl9iyXSAAlp4sfuQ+HlyjX5Wlydb05AdpH6Y8iIcWQ4D2ThUYGVJ4z8dUzN+FmvIZfL61u0alEqlfi2GsSuC3qsVlsSgUWHjQyZOKvOx/IPcUKrz7YrS8o+i49rUyTyiuOX9R/SjcS8IyhkDuiM2lJjGoCmxBbkv3XjoZWOabKYkMukpa+3bNyBm74/Aa4dkEkVNHbvhjS3DYcOHr3mee3ZfQC5xLlcuUGvRxAaUvoUkcoQPdRuEkvX7sXVWc2vXzyNRBDYe+Q8fy3fDsBzD40D4Me/ymJtjBzYhXORCaSk59SLvJeZ8/lTbNl1kp5dWtKkkRdRsal8++tqJo3qxZB+HdHpDfyxeCvHTkcjl0l56J5h9OnWGp3ewNI1e3nu4XG88uGfxCdlVj/YbUBySgrzFy6qvqKIiIhIFTREnSEALtKGd9sgYAt6b5LKGtQxrpvFrTB/F6nU7v+6pKHOP+FsJF+9EkP7Dm0pLs7lQsQOAFzr8DPUUOd+s7g8/1wa1hHO2mI0mHBUl4/p1sjfk/zComrbjx/WnWH9OxES6MuFmGRe/2R+hfXkMilPPzCGTm2b4ubiSK6mkHXbjrJ6y6HrnYLIddC8Yz+WhNvHyNoVq6RH737s37OznqSqGX5+fiQXKAH7Y6pGwalG7WUyGZ6enmRnZ1cf1N9S3g9IKXdEW5JNbkbFMcYK8otQujgiEaSYLYYK6yBY6BF6F1JBir97K9LyLpRe8pZ158SJb0pfm81mPnrnO3r26ka7TkPYsvIsp05uqX6iVWA0Grl4OgcXJ18KSmzHY6USBYYcN/Ly8q6rb5GbQ8O7M75NsVgszFmwiTkLNpW7duVD0WX+XLrtZohVIwb2bsenP6ygUFvMB6/O4PN3HuC/DQd4+KXZDB/YiacfHMtjr/7IXeP70iIkgJfe/4MSnYGnHhhd36KLiIiI3JI0RJ3hIpXxTbPQGz7ONeNV3wLUM7fA/N8PbnbjOm+o89eU2P6/kZ+dhjr3m8Sr+Vo0t3CSp6Ono5g+oT+f/fQvAFasuDipeWDaEA6diKy2fa5Gy/J1+whtGkDrFoGV1pNIJeTla3n7iwWkZ+YREujLJ2/MJFdTyJ7D5T3kRG4OQgXmYJkEzKaG/55OTU1ltEv5mG9yS/lM4/c+9CzuQZ0xI0dhyCQ9PgLP5n3IKFbi76jn4pF1hG1aXelYxw9E0XpQB9IKbMcrFTIHmnh1wZrThM/mzqmwzcplm3jz01mcyViEq9oXiSDFYrUZ7lRyJ0BDeGIYjo6OhDbqT68WD5BXlIDeqEVi8OSb//urwjAahw8d4/ChimO2XQvffPYLT7/4AO1CVFgFEyV5Sr77/K8661/kxiIa1ESqZdOO42Tl2Fxkj5y8yKDe7dm+z/ZltudQOI/PHIWXhwt9u7dh4X+7yMu3ZU9ZunoP/Xq0qTe5RURERETqjgKziVdiLta3GOUQAHdXJ/Lytbe0l8q1civM30Uq5f3gZnwYH0NBdV4IteRWmP+N4k6eO5TNv+AWNqYB/LF0G1++/QB/f/ciCrmM91+8Bz8fdzKyNPy9Yke17fcfiwDA29O1ynp6vZF//i3zeIpNTOfIqSjahjap1qAmXPppaAhX/X8rcvrgFrq0uY8T8TYPKkGAXgEl/DzvwHXN62asjcloJPrYOka0HMuOCwbUSikTOsCmhXPtxh0/7X7O6DqQeEAH6JBJ1Tw/diLfrk3isnfbqHbjaHz2OCnJSRWOtXHtNmAYHbpPQSq3IrO48eU7iwg/d67SeWry8vjli1VMu3cyyVFa+ga/QEruORxUTkgFGRtZhAJX2jYaiavah9i0I5xP3I7BrMPfuQMeHm7cjJQAZpOJH7/+E4lEgiCRlBpT6+t9fTt8ruqaqtZCNKiJVIsmvyy9sN5gIq/gytc2F1sHlQJ3NyeyrwiYXVXwbBERERGRWwsrkN8AH1wFQGaxkG823bFGhVtl/gVmc52/h26l+dc1d/LcoWz+t/rc8wuKePa93xjUqx0tQgIQJAKrtxxm54EzGE11a4C+EolEQtvQJvy7YX+1dd1dnXFQlj+W2lDwcHOpbxGumehzJ+DcCa5c3cWHwb2O4ufd6LU5dWA7HNiOFNADK3bZyj2vGPdA2Bpgjd0cfz6I3eudR8q3u5rDe45weM8Ru7Kq6gMUaTT8PWdZpdc3z8lhM4sruHKwRv3fztzKn6u6RqVSVHpNNKiJ1Bl5Gi1eHi5ExaUC4O0hfghFREREREREREREqsJoNLFt7ym27T1108Z8atZoikt0hO09XW3dvPxCikv0N0Gq2iFge+jP1RTc8obVmtC+Uze6DxqPRVCi1ySzcskf6HXlj1xCw1qbh175khVn7Q2E/du4E5tRQkqOTX4nBynPDXPmnefuq7Y/mVyOXC6npLi4xjIMHNKXnqN9iMvdA1jxc+zM4q+PMvIpd4yUHVF1VfsR4NGaiOSdBJgnMfvLeTUe43ahIb13Ggpqh8o3FESDmkidse/IeSaP6UVEdBI6nYHpE/vXt0giIiIiIiIiIiIiDZbFP73K6fNxnD4fx8nwWDKyNDd8zMdmjKBdaBPe+PRvTDU4hm2lYSd+aOjy1QUdu3Sn5bDnWX7OdjrIxSGAp15vyncfvVxlu9qujVwuZ9yUGXj6N0NflMu6FfPRaDTXLDdAQfpFAn0GkJRr81CWSgSGdm3E3iUxIHMAYNqARiRpclEolej1FRtvBUHgqRdm0ai5AxZBj7XYjd9/XEFSYnK1Mgwe05mL2iXIlQAC6UW2rOgmoRi5ouxAbsnbowAA5Q9JREFUX7E5E0+PwTQ39yVs8Znb/n1VFXfC56qmVLUOokFNpM74d/1+XJzVfP/RY+h0Blas30//nm1vqLu6iIiIiIiIiIiIyK3KX8vD6Ng6hPsmD+T5h8eTlZPPqUsGtlPhceRqygd4vx6emDmKTm1DePPTvynQ1tzDR+T6kMlk9Bs4FGdXd/bu2FxrI1XvYVNZdK4sm2VBiYnIQj+aN29BdHRUncn5/Dtfs+aiBxkXjTiqgnjk9Y78+eVLNZK374ChtO7cD0NJAZtWLSQrKwuA/xb/yX2PODGgewfMyFEZMynJd+ShoY3Qmyyo5BL2ns+jZ6MSjMaKM3YCzHzwLgg4yfnslEslAi+99SSpydmoXa2YDTLWLt/J2TPny7WVKU2gLVdMoEcn0rQnSl+3DOiPUOzNuV0xHKnDxAMity+iQU2kSp560z5ryoawo2wIO1r62mKxMvXRz0pf/7pgM78u2AxAY39PAHLEWGoiIiIiIiIiIiIi5di25xTb9pwCoJGfJx3bhNC5XVNefHQCUomEsQ98VGV7iUSCVGr7EQQBuVyG1WKt0PPsqftH07FNCG98Op/8QtGYdrPw8fHlgRc/ZVuUksQSuOuFsUTuXcSeHZtr3IdZKB/DKbtIgoeXF9SRQa17r74cSvciQ2PzECvSmVl0TMq4aQ+w8I/ZVbZ94MlXiaYzy6L0OCgkTH++C+v+/B+u7p70GTYVM3LyYg6yavnfGAwGxk+5j3zf0ZxMsCVjaB0gJyfuSIVZNS8T0sqTmOKU0tcSQYJ3I0dOZf2BudhmiLv3qSkUflFEfHyCXVuDtuIYWNL8ljTzdSVXd5Emnt3wdmxN9MU4UhLTql8wERFEg5pIHeLirKZJI2/ORybi5OTAA3cP5fiZaHT6yncaRERERERERERERO50Gvt70altCJ3bNqV9qyCKS/ScvZBQbbsZkwYwc8qg0tfr/nqXMxHxvP7JfJ57aBwAP/61Hh9PVyaO7InBYGL+dy+W1j8XmcB7Xy2q6+mIXMGUWc/x+wEJZovNeLT0KNw/4C4O7AnDZKpZopairBg8nHqQqy0zlHZvpOOPv09U0ap2NG3Rht2Z9vIU6cyonDyrbOfl5YXBrSNnztgMcSUGC/8csvDMY68Tne/MonO2efu6DeCR5wKZ883/iI06y8ROXZnQqQn5Wh1nD25i+b9Vvw+tV9namvr15GTsGsyWsmfNiMw1TJ4+ke+++N2u7qJ563ni5YdI0G7FbDHSNmQcO/gVi0scrvSgaeN+HE36i9MJawCY9NA4tEXFREbUnfdfVchkMkaOGULT5o05djicg/sP35RxRa4f0aAmUmdIJAKz7hqMn7c7ZrOF8MhE/li8tb7FEhEREREREREREWmQvPrEZDq2DcFBqeBcZAJnIuJZtGo3sYnpNWq/cOUuFq7cVeG1H/9aX/p7Zk4+o2Z+UAcSi9QWs8ITs8U+ClNsngNNmjQhNja2Rn2sWPAbT77ahBRTIOlaKZ38ijkZtqDSeGPXwvFDu+k+fhC7LpQZ7fzc5OSkRVfZLjg4mDiNkhb+cvq2ccdotlm+PHwUbN5fZhTO0BjJCWzKy+98wdnCQH4/YaBNIPRr44dv+1H0yUjnwN7tlY4TfjKJJj1akqWNBKBNk6FsP/2zXR2L1YxcKSnXNjoqlvde+olhIwYydcYIdpz/HoCE3IM4BAukZxTg7OBBy8b9KCzOJDJlK+OnTCDyk8oNahKJhD79euHl7c6u7furPRarVCqRSqUUX5VMQaVS8f7nL5Bi3EJu0XH6TuvAwKHP8vlHP1XZn0jDQDSoidQZmvwiXv94fn2LISIiIiIiIiIiInJLMKRvB/ILi1i1+SDHz8QQGZuC1SqGAr+dkFuLAfssgX5ORvZlZta4D6PRyI+fvUHjxo3x9vbh93Nnq4w3Vk4GuRwvLy8yMzMxV5KIIjrqIn2LTzK4dReOxBlp7iOjp28WP3y6pMq+L168yCPTLBRaXZi/3XYkU6WQ8OG9zREEsFpheCdP/N2VhPiq2HRUzpGYIgBOxBSgKTL+P3v3Hd9U1T9w/HMzm+5dKHvvqQiyp6AyZCjTASruvefjeNSfoj4qLlygLEUBZW/Ze5TVMtuyuvdImjbj90cgJbR0QBft9/169QU599x7zj1Nc5JvzqBBkBedB4xj57Z/rzrtc9GCZUw0jKZVp854enpyLuEIrer1Y+/Jhc48tXxbcnjd6ULPz8nJ4VBYBB0HGTDnZTvTPfX+tK0/iJSsc9hsFtz1vvRp+yBR4elXvWdfX19ef/9R4ixbMOVF8VL/u9m2MpIVywoGBPV6Pc+8PAWfWhZsWMlL9+KrT351BuBGjxtGdM5isnKSAYhNP0S9AD0dOrbjYNjhIlo+n7u7OyqViqysQhaKE+VKAmpCCCGEEEIIUQkeeO4LOrZpTMc2jbi9300Y3HQcPnbGsSlBeBRRZ+Mru4riOm1f8yfDBz/JsoO52OzQuo4Oa8K+awp+nD9/nvPni9/V8hJFUXjmlXep16ILZ5NyyctK4tjOf9iwekmh+X/9/lOaNmtO7669iQqL4LOd24otIyMjA3+3XGauc4yqbFrbnW4tfLmQksNdXYPQatQcOJ3B2rBkJvSp7QymXRIZZ+LWlr6cjfegVq1axMTEXLWsub8uhF/h9jtvo/mAFAK86nFrywnEJEfg71UPf21rPlv2UpF11Sk+zsceel9q+TVj6Z4Psdkc013rB3UgJzcTb4/mV73Og4/ew9G0X7FYHdNZw42L6DlkHOvXbi0wavCxZ+4jxbCKC4mOdcXVKh3PvPIA7772BQC16/gSezGYdklsxiE6d+lbbEBNr9fz3CsP4hlixoYFW6Yf06fNJjk5ucjzRNmRgJoQQgghhBBCVIKE5HTWbD7Ams0HAKgfGsTI27sxZdwgVCqFO+8relMCUfWF7dtJVkYK99w5DkWt49ShHcxeu7xCyn75va/YeCGYn/+MpV0DT7q3qk/ozWNpeeYEXfveicY9EEt2Iovn/0RGhiPgc+rkCU6dPFGqcs6eO4/VVouerXzxctcwb5MjKDamRy0aBruxYKsj2HYhOYfGIQYi403OcwO9tWQYLQS755KSklJsWZ1u6si9Dw0jPS+areGz0Kh1BHk3Iip+HxZNXSY/PIE1Kzdx4fyFAuempaWRk+RL79ZT2MAPtGt4B5Hxe53BNICziQfp3moSZ85cfWMCDz+FOFOuS1qGPYKWLVty8OBBl/TAuloSL9ukz2rLReOdgYeHB9nZ2STFZ+LexBejOc2ZJ9izJRsPHSu2LR575j6S3FZy7mKwTqXS8NRL9/LOq18Ue64oGxJQE0IIIYQQQohKEhri7xyl1r5VQ7w93Tkfm0TY0ajKrpooI6dOnuDUF6UPjjZp1pwhY6aSq/JGZ8ti4/I5HD1U8o0IVhx3JyrFMSLs8JksLDY7gZ4GHn/tMz74OxGj2YaHWyiPvvo5X777xDWvyRYXdZhGwQ1pFurBzPX5gawFW+N4dlg95+Ot4ak8dnt9/tgSR2JGLr4eGsb1qs2u8ASCsnaTk5NTZDldb72JKc8OZuPxr2hZpw9dW4zj6Jm1qFU6BrR7nC3hs6DBeaa+1pfwbVn8Me+fghdRrGw/vgCAMwn78fBwL5gFhYyUq7eFNc81jNKm/kBCfFrg+3giozP7Mv+XlUSEXwxK2pUC56tQOae2Lpi3hP98/BRRqn/INCUS6NkEg7EDe3b9r8i2AAisoyUxNT9YZ7NZUHul4uXlRWZmZrHni+snATUhhBBCCCGEqASzv3wOfz8vEpLSORQexYw5qwg7GkVquqyFVNN5e3tz5/1vMnP7pdFTvowf9RzJCS8RF1eyTSuiEnJAY3A+jjiXzeSBoRyOsWE0OwI62TlWFh3RM3joaJYsnHdNdV22+Hcefb4lKlXBHUGNZotzLTWrDX5Ze54XbtMTE5tB7ZAgzp7biyV8A3/8W/xmdsPu6cnmiBkA7Du9GC9DIP3bP4Y5z8jfu9/DanMEwU4krqJ991GsWFowsOQZaMNy3pEvLu0EQ1s+x5nEA87jAV71qeXdhtd+e/Gq9Vj610bGTr2LiMQlNAjqSE5uFhsO52+QMPnJ+3nruW8wm82cO5mBd71aZJgcvzM3rReZCXpMJscoPaPRyH9e+pK7Rt9OrTo9ObY7ijWrviy2LQDstoLBOtBcdZ08UfYkoCaEEEIIIYQQlWDOoo2EHY0iPimtsqsiqpjBQ+9mkevsQRYdsHLniAn8OuPzEl2jtp+O2MviSY1DDDQN1vJ/i13XYYtPy6NP4/rXXFe73c5fv33N0x92L3As2EvFA7eq2Bqlx6C1071eNtP+8xKJiYmlKsPd3R27znWjgExTEgnpjk0ILgXTLkmzHaNFixbs3bvXta62/F1A7XYbuZYcereZQnZOKp6GANz1PhyL3lPk5iCHwo5i/J+J4WNG0tivCRuOf+Jy/JzxX/r278nqlev58du5PPz4JFo190ZR7KRcyOOLL352yZ+Tk8PvcxeXvDEuij6einejUDJMjim2bjovshPcCuwkKsqPBNSEEEIIIYQQohKs3pQ/MkardXw0y8uzXC27qEEMHl4Y41xHGuVabGh1hqucUdAdzTJZERlMbFoudQN0TO7ry+ZlM2kUdDuHzuZf+6aGeg7u3nRd9Q0ICCAyzsS9/UL5Z2cCigIT+tRGUcCSdo6g2N0kJsTz6Yyig1VXYzKZUFk9C6Rr1Drsdjs+7rVo22AQFlseGpUOY1YuZ84sKJD/3IkMvANrA+cAMOdlsS3iN9x0XuRZcrDa8mga0B93d3fnunKFOXUyks8/+oGX334EVFceVZz3aLPZmPH1b7Rs1YKgoAD27jlQ7NTWkvplxnwefHQCLZv3RlHbSb5g4Ysvfy7+RFFmJKAmqhyNWsUzDw+ncf1a1Ar24+tflvHv9pJtGSyEEEIIIcSNZFDvjowf0ZuQQF8A4hJT+f2fLazdElap9RKVa8PKhQy5twtLD+aPvOrdXM/2tUtLfI1vP3mVIcPG0LNJYxLOn+KlhxaSl5fH1Gcb4d+yJeGxdtrUhmBLOD/t3nFd9T116hSD7En8vVvDyO7B1PV34+sVZ0nPtqBR1+XhnrX57K1HShRM8/PzY+pT4/Dws2PNU7Nr8zFWLVvP3i2RtO7dk+jkrSiKig4N78RuVWPJ8qZb84msOfg/7HbHVNY+LZ8odOrjD9/MYdIDo4FzNPMahcoYgl7rQU5u/lA+vaV+iafVbtsQRu+7u3I2dZczrZ57P2ZsmA44Rta99u7jGPXh5FiTuX3sFNYsCmPj+uJ3UC2O3W7np+/mXvd1xLWTgJqoko6fvsDKDfuYOmlIZVdFCCGEEEKIcjFicFemjB3I8vV7ORQRjaIotGvZgCceuBODm44la3dXdhVFJTl//hyJhxZx7y13cjZdT6hXLnERqwk/cqjE18jLzXVZF61e/YYMn/gkeVp/mulyaKQ5x9K/ZhMVefq662uxWNi1chYjbn8QD52a/1sYidV28ZjVzrpTBnr0HsDmEqyV9vJ/HiYi4zes6XkAdBrUDVN2dxb/uYLoyA70Hzwaux3+/vEw0VFr6TOgG56tDzmDaQA7T89i1NjbCwScbDYbs3/5kwBfbz58/ScM7u68+OZUVIHxWDDiYW3GD1/+VeL73rZ1F8G17+DmHhNQ6fIg15OUWAuPPDmJlUs3MWRYH6Jy/8Sc7VgXMYFTDBk1ke1b9pCbm1vM1UVVJwE1UaQWjRrSonFDjkdGczwqukLKtFhtLFu7x/F/iyyoKIQQQgghqqcRt3Xl+9mrWPnvPmfajn3HOB+bxJg7e0hArYZbu3whG9csITg4mDWJidccgFGpVAwZNpr+I6YQEWdnXVgyKVl59G/VDB/fAOD6A2oAu3ds5uD+XTz39pdYbTqXY6lGG3UDgoq9Rpu2rclQHcTTLYB2DQdjseaiVmkZfrcXu3bsZ8CQWwlpoEej0aDT3sTej/fj5+9Dutl1fTVzXjZBXgV38LyS0Wjkvde/IDg4GHd3d6KjC9kZtBiL/1zB4j+hQ6e2jJvamzj9EqyaXCY+0w8/txD2nHfdZCTFeojWrVsTFhZW6rJE1SIBNXFVT0wcx913DEar0ZBnsfDnitV8M/f3yq6WEEIIIYQQ1UKgvzdhRyMLpB84GsWj995eCTUSVU1eXh4XLly4rms8/uJ7bEloxLt/xeKuVzGxTyj/7EpgQ4SZCf2GEba/9IFbnU7HvY+8iNa3EQpWUs8d5o9fv8VsNhMTeZjW9XoTfi7bmX9gKw0Lv1xZ7HU9PDywkUvnJsPZeOQn56izmxvfw1vvP0dk3nxiYxzTMw1u3kyb/ibTP/2N8U/35nTSv87r1PfvxuqlewotQ6PVFkhLSEgo1f0X5q6x/TgSf2lEoILBQ02t4GC6e03iXOIhziU5RhcaVMEkJJxwObdbj5sZPLwbBi+FkMAGxMXFkZqYzeyfFhMbW7Lpp6LiFVg+TwiAlo0bOoNpAFqNhrvvGEyLRg0rt2JCCCGEEEJUE0kpGbRv1bBAeodWDUlKufqC6EKUVNNmzYi2NCYywbEWm9FsY9b6C9zWKRAA+zWGBKY89Sar41oyd5+aOft0HLR0ZdwDTwDgV7ctHRp5M+rWELo08+G+fqE08LOSkpLiPF9RFEaPn8Ijr3zOo698Sp+BjgDygf1htAi+k4PRK12mcO6LWkiTVrVc1joz5Wbg5mckPS2dU7uttA4cTd2ADrQMHEHcES/27wtzqbO7uzuvvvMEr//fJACee+1h3N2LH8VWUhpDnvP/XVuMQ63SEJd2nMi43Xi4+dO41i146APJSwohJibGmbdZ86bcMaE1p0zzOZwwj3Xh/0dgHS0J+qU8/9a9BAQEMHLMUMZOGImPj0+Z1VdcPxmhJgrVvFFDZzDtEq1G45j+WcZTP3t1bcMj9+avlTbpyc/K9PpCCCGEEEJURcvX7+Wxe28nNMSfI8fPYrfbadeqISMG3cJvC/8t/gJCFKNR01acTHDdCCDPaseOnU4NdBw/sBkAX19fhowYh6e3P3u2rOZg2L7CLgeAwWAg170h6dn5O9Ka8hRu6n8nPnXaEFy3Kf/sSSEm1UyIr47ft8QyppPrNR54/GV2prfh/GHHNW5qPoHBBg9WL/2LQ3tPYg7Mdslvt1tBsXElRbHTZ8CtzPttMR4LPWjYsCHnzu0tdIfOJ1+4nwTtUrKSHFMwE7WreOrFB/j4vW+LaMGSyzM6Pj976P2p5duUXSf+ICE9kia1uuLjUQtPdR3O7fXhk1nfuZw3bFR/TiT9ffndcjBqOU1rdeNU0j/8b8Yb7Iz8CYstj1d7TmTJ3D3s2Fb46DtRsSSgJgp1PDKaPIvFJaiWZ7FwPDK6zMvasusoW3YdLfPrCiGEEEIIUZUtXLGd3Nw87h7ak7uH9gQco9Z+nL+G5ev3VnLtRHVwaP8u+k2+h5j8wWF4GdQ0CbCTeHATCzespm69Box+5D3+OqCQmWShW582jO2wjT9+/ZYBQ4bTrFN/bIoWS/pZ5v38JRqNhjxb/sg2tUphfO/afLD4HBarHvaf456etcjOsXLigtGRx5bjzG8wGFD8W3M+Kj8gty86j3s794Olf/Hrzwt46YO7OZqz0Hk81Kc9Wnxx03qRk+cYpeam88LDzR/rxaXlsrOzOXq08M+ViqLgW0vhQmJ+oM6cl41vXcexkuw+WhQ3NzcO7Iii37AHMHjbWH/wW7JykgE4GbONlnX7YLF6M+ungksoqTWKI2B4GXNeNjqtgWxzGmm5p0g3xgNwJOcP7hwzUQJqVYQE1EShjkdF8+eK1QXWUKuojQk0GjUKoCigVqvQatRYrTZs1/lCJ4QQQgghRFWydN0elq7bg8HNsYi7KUd2/hNlJz4+Hnvsdga16cnWk7nU9dcwpHkOH7wwgbS0NACGjn2YWTus2C5+1Npx0szIjl0Zelcy2aFDmXvQMZXRy9CaR55/ny8/fAl/VRIatQ8Wq51bW/qycl8SFmv+Z7WF2+MZ37s2czbG0L2ZjhP7ljqPeXp6kmnWAK5BJIvi+BtITU1l7aJwBg2fgEk5j44g0i6oyW2US+emI5xTQRVUrA2bTq26A4ttB0fATAHA2xACXOCW5nfjrg4udTBNq9UybMRg6jepRcy5JGxWC5171SPTfhqLYsJL19wZTLskOn4/XUK7FXq9HZsP0X1UJy6kHXCmtW1wG0fOrKFt/ds4Hee6xp1Vm4K3t3eho/BExZKAmriqb+b+zrrtOyt8l0+A6f+dSnCgLwCP3X8Hj91/B1//sox/tx+usDoIIYQQQghR1j545d4S533j49nlWBNRU/zx67c0bLSKgX2GcCHqFP83ax02W/70SYvayxlMu+RUqhs9ugzi+23564JlmqxcsIRSq1Yt5n73X+577E2SLIG0aqDjxw2uO1labXbqe+cwoXUcB7avYvf2zc5jiYmJ1PHIBPJ3AtVpFNSm/I0B/l23lc3/7qB27drceVd/ug9sSZY1mj0nF5JnuTTazY673peMdNfpoVeTeC6PRg264KULBf5i94k/ad2wDxPvH8XcXxcVek5gYCB3T7gTdy8dR8OiWLvqX97+8Fni7KtJNO6gQdfW1Alox55TfwBwln0E+j+OXuuBOS+/XqH+rZn369JCy9i6eQeNm95N605jwC2DWv4tSDddoL5XXwL1zTmc4bqZg8bmQ3Z2ye5ZlC8JqIkiHY+q2EDaJY+9+l3xmYQQQgghhLjBJKfKqBJRsWrVqkWf2+5Co3MjMSHWJZgGoLZkoFJcg2rN/XPIzskD9AD4eGi4vXMgQV4aak2cyi/ffcqX7z+Lr68vm728GPjAR/x12bJrreroWLvwRzasXV5onZbP+4qH73uRPefdMejstA9M5efPP3XJY7VaMZvNtOjsx7mk/ZxLOkSXpqPZfmxOfj39RvDewh9L1A7ffD6Lb399lzWHpjnTTsZupvXNY9D/rsdsNrvkr1M3lGffHMvRpD/JsJho2b8pA4e8yTnzStKyHTuv1g5oQVj0Epfzth2bzW0dn2Pdwa8w5Wbg71EfJbUFmzf+76p1++2XP9Hr9fj7+2M2r6Z+/fqcPn2am7t2oM/IwZxKWovdbqOB/60c2HEWq9V61WuJiiMBNSGEEEIIIYSoIJ//8E9lV0HUIO063kS3Ec+xOMxCnsVGnyGv0qTlSpYuzA9KLf39ex58/AMWHlSTlp1H75ZuZEVvxO7pha9HB/Ksdib0rs2s9Rcw5drwNjTlydc/5/N3niQtLY20tDQSjy7nySET2RuZQ7PabgSpYnn3x8KDaQAnj4fz5dsP065dOxJMOaw5fgy1Ws2tPbqi0aiJjjzLhMnDCK7jSa3gII6ePUZWTjKnYnfQo9V9WG15eKrr896r35KZmXnVci6Xm5vLhdgzBdJNxBEcHMy5c+dc0sffN4yD8XOd65slZp4ipF4klhxT/rnmDDz0fqRZ8tMsVjN5ebkYEgfiY7Bz6lAM3/7zVbH1M5vNxMbGAjh3RP133VbiYlpw+4iRqFQKa+fuYc+u/SW6X1H+JKAmhBBCCCGEEEJUQ73vmMRve/LX5fs3wszEm/ujXfIHeXmO6ZwxFy7w8yfPMHr8A6iCDWxbuYyI8CPodDqmPvcuwY068sP6WEy5jpFtGSYLy0940P+2oaxZ8TcALTr0YNbGJGr7uxGxJ4V6fnoGDx3N6mULC9TpEqvVSlhYGAD16tflqVfGE5e3HZWi4pGGT7Mq7FPOx1ohFvq0fZDkzDMkpJ8mIf00Oo07hsQBRJVy07w8o7ZAWr2gdnS6OZfz58+7rKemc7djt7iOBItLj6BJSHf2Rf4FwImYLQzp/ALL937iDLzd3HQ08Ykx/PLDPJepmSqVipFj7qRJq9rk5dg5uPcE7To1I8eUy6IFK0lMTCy0zhHhx4kIP16q+xQVQ1V8FiGEEEIIIYQQQtxoclWeBdJisnQEBgY6Hw+8YyQTnvmMFM8uqP2b0bBZG8e5ubl8/fFrxEfuJz3b4nKNc8l51GnQBIBGjRpxLC2ArBwbJ2OMpBstHLlgoVHbniWu5+THRnEwcSbxacfw96rD9uOzXHa+3BYxh67NxwIKvh6htA96gDkzC1/3rCjzZi6lffBEALRqN25qchdxmUdo1DOZl9983CVvRooFrcbgktYkpBuhAS2pG9AeAD/3BuSkaxjQ7gm6tRhPz9b3E59ymnMnsgusc/biG49S++ZzXFAWEtIym4ETQ0n2+gdz7Q28+N49tG7bErVaXep7EpVHAmpCCCGEEEIIIUQ1pLWmF0ir62V2joZq0KAhQR3GMGevivXhuczbq2BoPpxmzVs68x8L206zWjqXa3RrqmfPtvUA6HQ6cq1KgXLspQg3uHnnAY7RYe56H7LNqS7HLVYzGmsAPeq9SOqhlrzy1MfXtMtl5OloPnzjZwDaNRzCydgdnLiwhaTM02iDYmjcuJEz728//UVrn0kEeDZEq3ajQ8NhmC0ZLN3zXzRqLX3bPoI26RYenPQ8c7/fQNxpKxdOGTmz14vpn/3iUm7dunUxBCeSajyHRq3Dw82fo2fXYLfbyLOYOBT/O6++N4X3pz/Ie58+zc1dO5X63kTFk4CaEEIIIYQQQghRDa1d+DMP3KqheaiBfu38mHirJyf2LMNicYw463f7aFYfyXU5Z0OEmV6DRuQ/XruC7oHR9GimJ8BLy4DWeurkHeLIoTAATpw4QYfgLHw8NIy+NYSJfWvTs6UXqeePlrie1lzHyKy2DQZh0HnTr92jtG94u/N4w+AuJCek8cUnPzFv9p/k5uZe7VLFMhmNAOw//TcZxnhnelruaZq3bOJ8nJGRwevPfcrxDb40d5tMujGWsCjHunDRCfvYeGQGKr0Zu91O0xYNcPdR4eGr0LBpLXx9fV3KrN+gLlm28wB4GYJJyXRdry3QuyEaPXj56Qisp+LR50YXuIaoemQNNSGEEEIIIYQQohKpVComTHkKz1qtQVEwJZ5g3s9fOtc5u1YnT0QwMPU0LUPbExZtwr0O1KnX2Hk8x5SNm05Fnil/eqVWoyIvN3/HS7vdztefvEnLVq1p27I9YX/tIjo6yuX4jlVzmDLxVX5aF09WjpWB7X2wXbYeWXH2bzvN4LunciL2X46cWQtAkE9j+rV7lHRjHIqisOfUl0x5dixf/ddIzIWY62kWAPRaD2wYnY9re3am/u2h9BnWDEuOmt2bT7J08WpWr1hPdpaJW+4qeA27VeH+B+9BqXuA8GRHndQqLc+9/gBvvfi5M9/hQ0e5c/w44jhBhjGelnV7w8Vb0Kh1tK0/iOV7Pnbmb1m3L1OfuI9PPih+MwNReWSEmhBCCCGEEEIIUYnuffh5dmXfxNz9Wubu07AptT33P/pysec1bdaMAYPucFkT7XJduvXgqKk5S/amczYph+UHc4jRdaZDx5sAWL3kD0Z2cA0LjOqoYc2S+QWudSwinGWLf3cJpl3SofsQ/rc0hkyTFbsd1h5Mx7txTzw8PEpy+yz+ayU5WVbi00460xLTI7HZLUSc+5d9pxYDEJ64mNFjh5TomsVp5jmGAM9GaNQ6mgT2o15wew4mz+BI/AKOpc+nfT83bu7aGYDtW3dSS9cLlZK/xlnTwEGsWrKFhi0CyDDlB/istjysbuepXbu2My0zM5N9m2NoFTwcg84bm9VOp0YjUak0tKzbl8NnVrvU7dj5jTRoHFwm91mVGAwGHnh4HC+//TCPPnXfDT8KT0aoCSGEEEIIIYQQlci9VmvizuUv/J+caUHTqjlqtRqr1Vogv1qt5rEX3ycqtwHRyQq33zKB7NMbWPS769pdHbr04Y/TZpe0XZFm7u45kINh+0hNTWXd7x9z34jJ5Kq90Voz2bx4DvHx8ZRGrsqrQFpUqo569epx7NixEl3DZM4qJC2DXEv+KDKrLZe2HVswbuJIGjQNIjfHzoI5y7lwDSPW3n3tKwYM6kP9hi05G20nxTTL5Xh0ylb63TaGvbv2Y7PZmPbeL0x5bAzuPnasuWrW/7mPkyci8fK+E1z3H6CwsXmLFixny79B9Ol/K78v20tcTDxDht2BR1ALbLYjBfLHxJTud1DVqdVq/vN/z3Da+CcXzGnoQtx5/YOHee+V78jKKvi7vxFIQE0IIYQQQgghhKhEjgX8bS5pFpsKlUpVaEDtjhH3sCGmHueSHcGys0lwZ/sBhIauIjYmP7iUnpKAv2crUrLyp44GeWtIir/gfHw8/AjHw1+4rvrrbBkoioHLZ3k29stl19mzJb6GMVWDSlFju7i7p6KoCPJpjNWWX/c6AW3wCdAR0PEU57M3o/LQ8PSbd/Ptx0s4E13ysgBefmcK7t5qTGlqok/EYy8kDHb5VguJCYl8/O53zsd9+nfnP589iLuvBb+MOqRmO9pUrdKiyalHbGxsgeslJiby1x9LnI+//TIKd3d3Pvn+GXZE/uBMbxjQlU0L9pTqfqq6QYP7EpO3DqM5DYBci5ET6QsZM34os378vXIrd41kyqeoElQqhSnjBjLry2f57avneOz+29FoZMtgIYQQQgghRPWnZJ/HoMv/eK7XqHDLjbnqGmq1GrbhXLLrsa2nrXTrPcglbcXf87m7owWdxhEa0mtVjGqfx5plC8u0/sv+mMHk7hp8PDSoVdC/tZ6UkxsxGo3Fn3zR91/Op7XP/TQMuJWmtXrQr90jxKUeo2vzsdQLbE/X5uNoFtqDEzGbSct2BA1tNguHExZwz8Q7SlxOt563AHDauJBjqX9yjj/p1L0p9T0GuOSr79eNzev2FXoNnU7HkNGdOZwwn60Rv9E09FZ6tLqPW5tOob7qbv734cwS18doNPLTl8tp6TWJlkHDaeU/jlM7tWzdsrPE17gRNG7WgJTsMy5pptx0/AM9K6lG109GqIkqYfQd3WndvD7Pvf0TVquVV5+6m0mj+jJrwfrKrpoQQgghhBBV0rCBXRjYqyON6oVw7PR5Xv5g1lXzqlQqpk68jQE9OqAoClv3hPPNrOXkWQqOfhIVb/b3/8eUp/9DqlIbmw0CNQn8Ov2jq+a3mDPRa1SYLfmj2ur4qYg5Gu2SLzs7m1mfv8Rd46ei6H2xmVL46ZMZmEymIuvTq+8gWnfpD3Y4umc9WzetKzL/2TPRzPrkKYYMH4tHkC9bly7lxPGI4m/8MokJibz27DSaNm3Ks29OYMOhbwDQaQwEejdCq9ERkxxBcqbrSDS73YrGYCvskoXq3qc9J4/kT0O12a0kWnYRudWHDt0moTYYsVvc2LvlNDt37C30Gm3btSXFeuhSDdhz8i8Amujv5r9vfl+Ku3YI23eIsH2HcHd3JycnB5ut5Pdzo9i2cTd3PngLZ1LyA4X+ng05vq90IwurEgmoiaJZNSg2DXaVBdSW4vNfowG9OjBrwXpS0x1zpxcs2cJzU0fw65/rKcXmMEIIIYQQQtQYKWlZLFi6leaNQ2nVrF6ReccN70W7lg155NVvsVqtvPP8eCaPHcgPc1cXeZ6oGFlZWXz14Ut4e3ujKArp6elF5l/x16+Me3Iac3bZsdrseBs09KmXwbQfNxfIm5SUxM/TPyxxXYaNuZes4MHMO5oLQJe2DzAsIISli+YWyBsSEkK9evWJiAgnPT2dP2b/UCBPaZ06dYr0zGTn41yLiZiUcOoFtiMmJYK29QeTnJk/0slN50VKbE6Jr68ojmBVnYA2pOZEkWcxYbHlEBeXw18v/I1Go8FiKfqzb0J8AgZVY+CoS7rVkj/KUKvVMnTEYOo1rMX+PeFs3bT9qtcLCQnBx8eHU6dO3TDBtHbt29DxpjaE7TvK4UNHi81/8OAR+pztRuMGfYjNDCPQozmajBasXD69AmpbPiSgJq5KZfZAZXVHQcGOHZvaiE2fXfyJpeRu0BMU4EPU2fxFFyPPxOHpYSDQz5vElIwyL1MIIYQQQogb3ba9jhFAQQE+xeYd0rczP8xdTUpaJgBzFm3k1SfH8OO8NdiL+AZbwXUdqapCueLf6iIzw/HZp7j7SoiPY9H3rzFyxCRsGg/MGbF8/dEssNuvu21CmnZh4/78gN6ekybGde6KgmtA7b5HXyLTrTln07WM7p9DXMQ61i796xpLdXXmeDq6QH+yzY7AmkHnjS4vFI+0XoRFJdOoxW3EZOzBQ18Lf/tNTPv5xxLdr6IoeHsGAGA25dE6dAiZxkS0eXXZtfMHFMBqseDv58foCXfi4a0mNcHEn/OXYbps+uqF8+cxxgai0/qRbU4BoEnAAFbM24oCGNzdefU/UzlrXkucaTudh7Tilm5T+d/HrgFHnV7PUy9NRuObiMWejheD+PO39Rw9XLKNHMpaSZ47iqLw3CtTsfudJjF7B7e1bMmg23sUuLfCTP/0Jxo3aUSnm9uxM/wURw+vKra8ylZU3SSgJgpn1TiDaQAKCiqrOzarucxHqhncdAAYTfm7z2Rf/L/bxWNCCCGEEEKIa+Ph7kZwoA+nz+Qvkn4qOhYvDwNB/t4kJF99NJSfjxcGvb4iqnlN/H29K7sKlSY3O4Ol8751PnbXaXDX5bfHtbbN39+/yZW/8cW7IeCK6y3/fYbz/9EX/70yz7VaNGfJFSkpLOeTQnImAIcK3HtRvvo/R70XfBYOhDvTfTwMgMHxwG5l8dz8OhR2/VnfzHN5vAHHaM9LbfDVR5fvuHoYOFxo+8z6+vLr7Ha5RmUp7rnz6/fzL3u0C9hV4jqnJyezcfVGoPLvsySKiklIQE0USrFpnME0ZxqKY/pnGQfUTDmOocTuBj2ZWY65/B4Gx0t4zsVjQgghhBBCiGtz6QvsbGP+F9hZRscUOYOh6GBZanqmyxffVYWC40N/SlpGIXsz1mzX2zaPvDKNuQfcXdImdMjih2mvOB/f/8SbLDxZ2yWPt7uGmzVbWPLXHAAefem//HMiiEyT4/NjtyZaMg/PY9fWjUWW/8RzD5Dju4uMHMcMpnq+t7B/TRYb12+9hrtxuH34QG7uVZ/gWgFsOPATm3+x0nuKGo1ewUPvS2ZEWxZe3H3z3il3Q71d5ORmOc/392jAqc3erF+zqUTlPfXS/cRplrqk6TTuWKO68Pucxc60V95/kEjjYpd89f1v4u8ZUZw+depab/ealeS58+gz95HsvsyRX1HTtfndZOekkmlKxt3alOV/7WDvzgMVVufy5l7Ea6QE1ESh7CoLduwuQTU7dsdaamXMaDKTmJxOo3ohxCemAdCofi2ysk0kpcp0TyGEEEIIIa7HpS+wPdz1ZGQ5pq15urs5jhUTLLNf/Kmqqnr9KtO1ts3aRT/y8AOvsfG0I5DQt4mZv2d+4XItlWJFq3cnz5qfGuyvJy06ATtQt25dYu2NyMwzg0YLwM4zMKnnMHYWEVDz8fEhpKnCscQEtHrHZ9E40x563zaOf0sRUGvWoimjxg5ErbOTmWyjdnMbR+P/JkgzHp1BC1jR6BW0egUfryCik9Kc9xcY4kO8ku0sHyDbeoGmzduz7oqAWv369WnWrAlderZG72nBmqthyZ8byUzLxaexH0ZzmjNvXb+2rFx6yqUddVo3l3IAPA0BZGUdrtTndVHPncS4NIJuqkWGMZ5Oje/kVNxG0o2Xlm/ax+h7J3Fw/1Fyc6vH4Jiifg+qIo6JmkxtwaY2Yr/49Lm0hlp5bUywfstBRt/ZHT8fT7w9DdwzvCf/bjssGxIIIYQQQghxnbKNOSQkpdO4QS1nWpMGtcnMNsl6xaKA0ydPMP2dqbif/hn30z8z/Z2pRJ466ZJn1aLfuPsmLcrFWJBeq+K2pka2bloPgK+vL6kmdYFr2xRtkWX7+vpitqcUSFdpSr4bbfOWzXjgmX6cV/3FGctf5IZsIjg4BIDj5zfRufFwZ16NWkeorh+bN25zph0/cpYAz0Yu16zv143NG3Y5H2u1Wt7677NMfqUb9z3dnwuqPzmV/RdReb8zdmo3dm47QFOPMXi7O8oN8W6JKrUZB8MOu1x3x8Yj1PXp4nxs0HljTQshLi6uxPdb0Zb+vZqGbsMw6HzQaz0vC6Y5JObt4aabO1VS7SqWjFATV2XTZ2Ozmitkl8+FK7bj5eXOF+89hKIo7Nh3jLmLNpZbeUIIIYQQQtzoVCoVarXjR1EUtFoNdpsdi7Vg8GHVxv2MH9GbiJPnsVqtTBrVl7Wbw4rckEDUXHl5ec7gWGFiYi6wbu57TLzrASwqd+zGRGZ88g3Wi8+9iIgInrgnm/1R+aOv/Dw1GJMiiyz37NmzeNhHAfmj0TRqPZdt+lmskfcMIDzhLy6NLcrKSeZCcjhBPo1ITI/CZtkPwK2Np3L2VAoffvY9ISEh5OXlkZiYyMrl63jlpifw9A8h2XiSWp4dSThpIDw8f6OA+x+6hzj1MupoW3Mgcgk2e/7f3LHEpQwZNoK3X/qC4SMHE1qvOwe2nGDjhq8L1HXtqk1AX7r1GYtKYyc5xsyqbVt4+6Mn0bhZyM3W8PuvKzh1suh2u5xWq6VXn+6oVAqbN24v85FiZrOZd1+dztiJI3BvXLfAcb3aj9SUip+uWhkkoCaKpraU+ZpphbHZ7Pwyfy2/zF9b7mUJIYQQQghRHUy4qzeTRvV1Pl46800ORUTz8gezeGryUACmz3SsdfT7ki34eLkz4+PHUSkKW3aHM3PB1QMmQlwuNDSU7Oxs0tPzN7A4ffIE3017vdD8VquVjYu/Z8rIRzmS6IG/wUqI6hwzPvumyHLsdjt/zFrP+Cn3kWTZi1bljUdeaz6eNqPI8y6n1tnB4hooTs0+j4+hFonpUSRlRAMw7Z3fUICX3n4Qsy4aFXpsGcF89sGPfPTOdFq3bknLNi1YuXsnZ8+cdbleSD1Pos2pGHRexCSHuxyz2a1odCrMZjN//n7l5goFrV21kbWrNgJQu3ZtnnprGEcT5sPF2dhTn7+P91/+iczMzGKv1bRZYx55bhTnTRuxY+e2kU8xc/pSIsJPFHtuaRiNRmb+OJ+jh08weGJfIpMd9ddpDLibW3Hs2PIyLa+qkoBaBVGpVEydeBsDenRAURS27gnnm1nLybMUPnS1a6fm3Du6H3VqBWDKMbNo5Q7+Wr69gmsthBCiMkifIYQQoiTmLNrInKvM6rgUSLvEZrPx3eyVfDd7ZQXUTFQXTZu1ZPi9z3M6wwMvnQ1PcyQ/f/Vf8vLyij330IE9HDm4j+bNm3M0La3E0xjD9h3i6KEIOnbqQEZGAsdLGZyJP5+JewNfl/XLarl1ITNeS1OPOmRbbMAfxF6I4b1pzxGR+Rt2uw1wBIQefWYSn304g/DwYy6j0i5ny3OsnnU6dhet6vdn78mFzmMh3i05tPZkoecV5667b+N4sutmBifTljBi9BDmzPqz2PMnPTyMsISZzsfJmbMYP2USb79YtgG1S3bv3IdOr6XvbWNR62ykJ1r56KPvyqWsqkgCahVk3PBetGvZkEde/Rar1co7z49n8tiB/DB3dYG8N7VvylOTh/LpjMUcijiDm15LUIBPJdRaCCFEZajMPkOtVqPXF73jW1WiAAaDAfdcS4Ut3pubm4vFUv6jt4UQQojKpCgKw+97kR93qLg0XMrfsyFj73+cOT99WaJr2Gw2jh0rPChVlLy8PPbs3lvq8wBm//IXr7/3JLn+x8m2xBHidjNbVp1i+T+O2VAKEODrjY+vD3b3JOzZNue5uRYTfiHFLzW/asl2RkwezMmk1WRkx9O91b3EpZxAaw0h9oSV1St/u6a6uxl0ZFhdg5XmPCPuHoYSna/3zAWja5rG3YhWqy1REPRabN20k62bdpbLtas6CahVkCF9O/PD3NWkpDmGac5ZtJFXnxzDj/PWFFi34P4x/Zj/z2bCjkYBjl0wz5xPKLYM5eLP5Y9lRYTSK6wduSLteq9fWDk3srJuo+pI2qh419NG1a1dy7vPuNrrT2BQEDabDZPJVBa3USHsQHpWdoX2d56enri5uZGTk0N6WloFllzQjfDaUp793o1w/+WlJt87SJ8hREVo2rQpR5I8gPz3BSlZVjyaNK2Q8j09PcnNzS31GmC5ubm88+rntGrdktqhIfyya16h0yVzc/NQ2Qt+iWizFv8qcWDfQVQqhSHDx2JJthIRkcHm9ec5c2aby7TY0tqwagdDH+pBdHL+GnJNAwcx44fCp2e3bNkCXz8f9u8Lc3zhZy64EYTdoi+3YFpNJwG1CuDh7kZwoA+nz8Q6005Fx+LlYSDI35uE5Pw/OL1eS9OGoWzccYQZHz+Bt6eB8JPn+H72KhKTi/7D9PPxwnDZqAKDwUB6VjYaddER9uKO1yQatQofTw8MuoJ/Gv6+3mVShpfK0d5+Pp5obLZict9YyqqNqjNpo+JdSxu5uenKoSaVoyL6jCv7C3BMM1UUSE1LLfubKmcVvSl7rjmHrMwMgoND0Cr2KrGgd1V+bamIfq8q3395q8n3DtJnCFGesrOz8dAWfN1WKPmOm9eiTp1QHn12LLinoLLrSThj4+vPZzo3PCipiPBjRFwxZdPX15fmLZoSefwEr7z1KIH+7vQOeZCo+D2cSzpEgEcTThwqfjALwL49YezbE1aqOhXn4MEjtNrVlHZd78ZEHAbqsH31CS6cv+CSz8PDg9fefQyjPgKzNZW77n2MxXO2sX/7aVr0vIVzqbsBqOPTmUM7z5VpHUU+CahVAMPFTjvbaHamZRlzHMcMrh9ovDwMqFQKg3p15O1pc0nLyOaRSYN565l7ePrtH4ssJzU9E6Mpv4xL018s1qu/edWoVUUer2ksVhsp6ZkYjfnjZBUcb9ZS0jLKZASERa2BQEhNzyLdWj2mDJV1G1VH0kbFu542cjfcOFMUi1MRfcaV/QWAu7s7dnJvyD6hsvqytPR0FHDpMyrajfDaUp793o1w/+WlJt87SJ8hREWIiYmhvls8HvoAss2OYFan+lpOhW0q13KfeGkC4em/OqdiegUEM3nqOH76bm6h+Q0GA2azGVsxX9pMemA0LW72Idl0jMgPIDzzN06ccLyCdGk6liBVN/bsOMbvs/8q2xsqpQXzlpBjuoMONzUn+nwCW/7dVSDP1Ccncirnd/KyHKMH4zjOXRPu5c1npnNrXBd69L8bsLNzyRE2/Ssb/5UXCahVAFOO47tzD3c9GVmON92e7m6OY1d8oLn0AeefNbuIT0oDYNaCDSz4/mX8fb2c038KY8d1imdNfHNVFq5sx+LSr+X6ZXm9qqQ63lNZkzYq3rW0UXVq04roMwpr4+rUhhWpqvxNV5V6FKYi+r2qfP/lrSbfO0ifIUR5+/HzN5n48AuovOqisuUSdXgzq1YuLrfyGjRogFF9yrlJAEBmTgJNGxdcH7Zlq2ZMfGgoGNJRWQ0cO5DA7F8KX7i/cZNGNO2i5ljiPzQK6AFwsQzH9M69p/8iyDSCiEOn6dipIwfDDlbaCPTX33mKDPetnMragVtdL976v0f48I2fSE3Nn0XgHagiIdt1iY5M+3GaNGnC1i072bql4tc0U6lU9OrTncAgP/5dt42UlJQKr0NFk4BaBcg25pCQlE7jBrWITXD8ETRpUJvMbBOJKRkueY0mM/GJaS5/vHbp9oUQosaQPkMIIYQQVYXRaOTHL9+vsPLy8vJQK9oC6YrddV0zrVbLlKdGcDBhJlz8/jCkTWuG3DmAVcsLrjc26PbeRCY7NnfSa90LHLfbrdx0S2t0oVHY7TbGq1/k20//4Ez02TK4q5Jr2641Vt+TJKdEA5CTm8nRlPlMuH8E33wxy5nPZim4VppeCSAlZU+xZSiKQp/+PWnfqTlno+JYvmTNda+x5ufnx6vvTSUubzOmvBO80HcU21ZFs2LJuuu6blUni2dVkFUb9zN+RG/8fb3w8XJn0qi+rN0cVmjUe/mGvdw1uBuB/t5otRruG9OfE5EXihydJoQQovqQPkMIIYQQNVFMTAxqUz006vyp2YEeTYk46LqGWLdbu5CrO0vHxkOp5dcCgPjMcDp1bVbodWMvJODpFgTA6biCUygbh3TlWPwqzqcc4ELqQQ4lzWTK46PL6rZKrFWbpiQbT7qk5VlM+Aa6BgEP7Y6iVehg52NPt2Cy4rxISkoqtow33n2aznfaSPb8m9CuZ3l/2vO4ubldV72nPDaWo6m/kZBxgkxTEuEJi+l5W/Mbauf4ayEj1CrI70u24OPlzoyPH0elKGzZHc7MBY7I+VOThwIwfeYyAP5ctg1Pdze+/u8jqBSFoyfO8v6XCyqt7kIIISqW9Bn5Fv70Gm9Pm8vR4xX7DbEQQgghKsen7//E489NwisQbBaF44fi+WOu67pmw8cMJNsWRtS53dQJbEPP1vezNfxXsBe+Q+eq5ev5YODzHM75FaPJsXFT//aPkph1jCDvZhg0Aaw5/PFlZ9jRemaj1WordIfMM5Gx3DS4K4fPrHSmuet9qRPcwPm4S9dO3DKoDtmWaLq3uhc3jTcJ0Vbe/Oj/ir3+zV06ket9lPg0x2YN6cYYomyLGT1uGHNnFT5dtiQ8fO3EGV23icqwH6N58+YcPnz4mq9b1UlArYLYbDa+m72S72avLHDs0oeiS+x2O7/8sY5f/qiawyPbtKjPK0+M5r6n/1fZVRFCiGqpOvUZQgghhKj6ateuTf8hI8lIS2Hdqn8wmUzFnuPm5saYiQ/j5lcPlSWbFQtncv7c9X8BlpGRwf+9++1Vj/fs051460ZiY44CcDp2Jzm5mdzceCz/zDpY6Dm5ubl89NYP3P/wGDx8FDYwn4QLWajtLfhs2p/c/8SQAufYrToslordRM7Hzwtfj1o0D+3JqdgdBHo3pG2D24iKOOPMc+eoHoQnzAfgTMJ+AFr7jyvR9Tve3Ia4DNcpsVk5ydSqU3CNutKw5hYMLRmUOsTEFP77qC5kyqcQQgghhBBCCFFDDbpzNAOmfMra1FsId7uDx9/6jjp16xV73pOvTWNTRhf+CA9kwamGjHj4A0JD65R7fW/q0prY9KMuaReSj2LPCmHjhm1XPS8lJYX/ffwDH7w+A4D/vPgVb7z0ESdPnCJ8fwwhXq2ceQM9m3PiYEKFbkwQGlqbfoNvAhQaBHdiSOfn8fGoxZbwmWSk5m9MpTEUDPLlKkn4+voWW8ah/RHU8m7tkubpFkDChYyrnFEyS//8l9bBI1EUx9pugZ5NSDmjJzk5+bquW9VJQE0IIYQQVYK7Qc9Lj41k3rcvMv2/j9CxTWPnsXvH9OPzdx5Eo3a8dfHyNPDz508zsFeHyqquEEIIccPT6XQ0uelO/jlgxpRrIyHdwk/bbIyY8HiR5918y63sjPUnLdsR3LHa7MzfY+H20feXe53PnY3H21DLJc3bPYTtm/Zd8zXn/bqIE1s8aKi5m4bauzmzw49ff6q4JTQUReGZ1+7lvGUlWTmJRMXv49CZVRh03rTxn8icX/J3Vs0zFty0oUFoaz755mU+/vJ1Hn/mAby8vAotZ/eufegz2xHs5Vh3zsc9lNb+E7hwLgGDwXDN9T90MJyfPl1HcM5d1LGNJnKrP19O++mar3ejkCmfolh+Pp48/sAdtGxal4SkNDZud8yBNrjp+PTtKSxZs4vVGw8A8PwjI1BQ+GzG35VYYyGEEDeiyeMGUqd2IP/5dB4KCg+OH+Q8Nv/vzdzUvin3DO/JvMWbmTppMNFn41m35aAzyCaEEEKI0qlfvz6R6QYgf4qnzQ55Gt8izwut14hDqTaXtDyrHZXOsxxq6WrZ36t5v+dznLT+iSk3HYPOh4aGYfzy9xfXfd1lf5dJFUutbbs2eAdZaZR7ExHnNuLtHkzbBrdhNXnx9fdzSUtLc+b9a+467nt8AidSlmKxmWnf8HbM1gzsShpetex0rBNMh5ve5IkpbxQ6ZfW/b39JvwG96dRlDK2atCA6bSMdh5kYNHoKKxbsIyIs/JruISoyms8/+uEaW+DGJO9ARbGenTqcjEwjD70wnU++XcSg3p0AMOXk8vkP/zBxVF/q1wliYK8ONG0Yyne/FVzzRwghhCiKwU1H765t+GX+Wk5GxnAi8gLzFm9yHrdYrEz/ZRnDbuvKpNF96dC6Ed/+uqISayyEEELc+GJiYqjjZS6QrrVlFXne7m0b6N7YNZxQ209L0vnjZVq/wuTm5vLuq9OxnelGbctI7Ge68d6rX2M2F7yPsqQoCl1uuYlevbuj1RYcJXY9vLy8sdhzCYtcRk5eJgnpp9l89BcCArwY+nAdPvjyaW66pSMARw9H8NFrs7m51mN0ajyCtOw4UrMusC3iN7ZFzGbTkZ+x6GIYOWZYoWXZ7XY2rNtEjimXHWe/Iip5G/FppziS8DsDh8nI/9KQgJookr+fF21bNODXPzdgzs0jPjGNZev2OI+fjo5l4YrtvPz4KO67uz9f/LgEo6l8X8iEEEJUPyFBvmg0ak5GxTjTTkRecMlzOjqWlev3MvL2W/n1zw0kp2ZWdDWFEEKIasVoNGI8u4tbmugB0GkUxt2iY+OyOUWeFxcXhylqHXd10lE3wI2ezfUMqR/D0oVzK6LaGI1Gfpkxj0//+xM/z5hHdnZ2uZYXUiuE//vqJfpO8OLmkTb+++WTtO/QuvgTS8hutxGd4Dpl1WI1k26K4Uzybo4kz+ae+/uh0TgmGaalpXHy1Gn2nPyTYJ/GhJ9z3Whg/+l/6NX3liLL9A/RkZPn+l4qxXqkDO6m5pCAmihSgK8X5tw8MjKNzrSEpHSXPOu3HMLfz4vT0bEFPvwIIYQQJaHg2Oa+qLV/FQWaNa6D1WqjdrBfBdVMCCGEqN7++O07MvZ8y7jmZxhWJ4LlP7xC+JHid2dc/PtMVs54ljqJ8zm98r989dErFb4rZkV56Im7OZwyi5i0w2SaEjiRupixkweX2fWjo87go210RaqCKTc/4JViDaNdu7bOxxvX7Kahfw9nXpczFRWnT56hKDaLukCaQRVUqnrXdBJQE0VKTstEr9Pi7eXuTAsOdN1S9/H7byfsSCT1QoPo0aXVlZcQQgghihWXmIrFYqVZo9rOtGaNQ13yDB10C8GBPvz3yz+4c2AXml6WVwghhBDXbs/Obfz4xbvM+u4TYmJKPkgiKSmJdauWcuJ4RDnWrvIZfKy467zp3WYKLer0pHX9/tRvWIs6dcpmV9PY2FjSznoQ6NUUALVKR/eWEzl2Pn/5C53Kh7S0/MEt+/eFcXyHHVu2D50au07v7NxgLLN+ml9kmav+2UazwCG4ab24teUEure6l/qBncrkfmoKCaiJIqWkZnL0+FnuHdMPnU5DSKAvdw682Xl8SL/ONKgbzPRflvHVL0uZOmlwgYCbEEIIURxTTi5bdoczZfwgmjUKpVnjUCaM7OM8Hhriz/gRvfnu15UcCo9m6ZrdPDl5KBpNwW9XhRBCCCHKkjVXxU1NR7I14jfCopaz//Q/bDjyNZOm3FVmZfzv4x85udGb2pbRtHR/gNS0FFIyzwGg13qgyW5MVFSUyzl/zV/KC49+zObFsXQImkyXBvfR1m8yP3y+nPT09MKKcdq39yCLfz5Iv1bPsvfkIrZHzGbj8S8BaNNeBsqUhOzyKYr1xU9LeOL+O/j5s6dJSEpj3eYw7h7WkwZ1g5g4qi/vfj4fU04uh8KjWbs5jOem3sWbH8/GarUVf3EhhBDiopm/r+OJB+7gvZcnkpKayc/z1/LGM/egKApPThnK1t3hhB2NBGDBki3c3KEp4+/qzfzLNi8QQgghROk0atKM20dPwab1ItBLw5q/f2X3zh2VXa0qJWxnNH1DG2Cz5U9pzbUY8Q4uuzLsdjsrlq5lxVLH4779e9Bz4FjUWjup8Xl8/O33hZ5nsVj4Z9EK/llU+s2aVCoNh88tI8+a45I+6I7uHDlUvUcdlgUJqIlipaRm8v4Xf7ikLV3r2Jjg3qc+d0mfs3BjRVVLCCFENZNtzOGTbxe5pI1+6CMAXv/oN5d0i9XG8+/8DIBGLQPuhRBCiGsRFBTEHfe/zexdedjtoFYpPP/gf+k95DBfffgyubm5lV3FKmHF0nX0vP2RAul2m1JI7rKxccM2Nm7YVm7XB/Dz8yHHmlYgXaWRwTElIe9AhRBCCCGEEEKIGuj2kZNYsN/q3BTIarMzZ2Mc8aqm3D1pauVWrgoxm83ERebirvN1pvm41+HM8bRKq1NZ2Ll9D7XcuhZIP3MyuRJqc+ORgJoQQgghhBBCCFED6d29yMl1HY2UlJGLXqvCPfDKXSdrti8++Rl9Um9a+oylhfdYck634afv5lZ2ta5J3bp1ubnLzdhsNlb9eYC2gROoH3ATTQMGAbD4z2WVXMMbg0z5FEIIIYQQQgghaqAjezdxU4dW7IsyOdMGdQxge0QavYJzijizamjeshkjxgxArbUTfSKBBfP/wWYr2XTFWrVr06BBPQ4fPkp2dnax+fPy8vj685nXW+UKFRoair+/P8eOHcNisaDRaHj5zcfQBsZhtMUxSv0g/y47ytvPfU/Tpk1JTNgHUOI2rOkkoCaEEEIIIYQQQtRAO7Zu4t5WnWnVux+HzpppXc+DdKOFLvWt/PvXvMquXpHad2zD3Q/fwrHEv8BuJ6BDHV5o9AjT/vtdkeepVI6Jeve/0A2LNp5hkyay59+z/L1wVUVUu0JotVpeeftxNH6x5NhTmKgM5O+5W2jRqgnJbmvJSkoEIIZw+g29h+2b9xAREYECBPh6X3O5Op2OEaOGUKdBMKePn2flsnVYLJbiT7yi7o8+cx+16rthB+KjTXw/fTZ5eXnXXK/yIlM+hRBCCCGEEEKIGmr2j/9j0f8eprvfMXSZJ/AzHWLHXx9x4tjRyq5akYaO6sOxxCWAYwG4NOMFPGqnExISUvR5IwYDEJm8idjU44QnLeTmAaEEBgaiKAr3TrmHtz95jLc/eZwJ944q79soF1Omjides4yTSes5l3yAI0mzGTmpF3Ub+5OVk+iSN968h6633nzdZer1et6b9jyBnU6SaFhMgx5x/OfDZ50BzJJ64rkHyAnYRHjK70Sk/I45aAuPP3PfddevPMgINSGEEEIIIYQQogaLj49n2gdvVXY1SkWls8IVs1JNthhq165NfHz8Vc9r3CKEbf+6pp3P3Eaf/rcSXMsPpW4Yp40XAPBv15ApU8fzyw/zXfLr9XqmPjWJwFAddqtCRFgMf8z9uyxuq0wE13MnMifNJS3VehAf966Q4ZrXoA4kIf7sdZc5YvTtROf8Q6YpwVFe9jm03tvo278XG9ZtKtE1FEUhuIGOo4mpzrRscwoNG7pdd/3Kg4xQE0IIIYQQQgghxA0lM9mKVmNwSfNRWhMREeGS5u7ujq+vr/NxnrngtTx0wcTFJlGvuRfpF4NpAKnGaJq0DSiQ/4XXHsbkv4ETGQs4mf0HtTrFM3bSyOu7oTJksxQM9ehV/qxbvoOWQUPz07SeeOS25cjh8OsuM7ReoDOYdklCxglat2tS4msoisKlEYeu6faLx6oWGaEmhBBCCCGEEDcglUrF1Im3MaBHBxRFYeuecL6ZtZw8i7VAXn9fLx6/73batWqIAhw9cZZvfl1BUkpGwQsLcQP45fs/eP39x0lhNyZLMqHut7Jp2THMZkfETK/X8+wrD+IZnINdyYPsQKZ/Oocli9a7XEenMRCkdGfPrv9x5/h2BcpRqV0X6Pf19cUtMANTUv7fTlLWCVp37AxzyuFGr8HG1fvoO6YX0albADDovCG9HhvWLyQpOYmho8ai1lpJic/lox++LZMyo0/FUqdrHdIuC0jW8mnLrvURRZzlymazkZmooNUYyLM4NsrQaQykx4PdXjDQVtkkoCZuSAt/eo0X3v2Z6HMJxWcWQghRo0mfIYSorsYN70W7lg155NVvsVqtvPP8eCaPHcgPc1cXyPvkA3eiUik88NwX2Gx2nn1oOM88OIy3ps2thJoLcf0yMzN57dmPufmWzgQHh/Db5vlkZOQHuR55ahLJbqs4n5QOgEpR89RLk/jPS/8jwNeb1t73UbeJP3qtB+fPXqB3/1vJzXBHUdTY7Y6gtEqlITtV7VKuXq/HeuVcUwBV1dkZc9uWXahUt9Jn8FhUaivJsbl8/J1js4ZDYUc5FFb26+MtX7KG/9z6HBrPjSRlnaaWd2vcszuzdcv/SnWd6Z/+yjOvTMY9yIQdMCUb+OKzX8q8vmVBAmqi0r370gRaNK6DxZr/AvTnsq38s2pXJdZKCCFEVVRYn7Fo+TYWrdxZibUSQojKMaRvZ36Yu5qUtEwA5izayKtPjuHHeWsKjOaoHezHgmVbMeXkAvDv9kM8NWVYsWUoF3+qGuWKf0W+mtY2+3bvd/7/8nv2DlCIy0i7LMVCjscFfH19ADt5ZLLmwG/OozcP7Mfqhdu5bfg4jNrTKHY1bnkN+ebTOS7XTYiPx54RcnHqqOPvzE3nSVx0dpVq862bdrB10w6XtOLqdz3PHUteHv95+VP69OtJ05Z3sH3dCXZu/V+pr5WdlcWHb03HzeCYzptjMl1zncpCUeVKQE0USaPRoCgKdru91NvdlsbshRtZvm5PuV1fCCFE9XFln6FRy5KwQoiax8PdjeBAH06fiXWmnYqOxcvDQJC/NwnJ6S75F63cQe+ubdgddhKbzUb/Hh3YE3ai2HL8fLww6PVlXv+y4u/rXdlVqLJqett8//GCAmkbWMWl8WYzPv7zimNrATgZccwlXQECrmjLbz/59YorpwF/F8h3o7qe586hfWEc2hcGFGy3a+Gh1173Na6Hm5vuqsckoCYKpVKp0Ov1LlvcarVazGYzNlv5D2Xt1bUNI2/vRlCADyaTmS27w5m7cCO2QuZNN6ofwsMTB1MvNBCbzcbZC4m89Ylj6Lpep2Xi6L7c0rEZOp2WI8ei+XHuGjKzTOV+D0IIUdOovBug8m6ALeMMtowzFVZuz1taM3xwV+kzhBA1iuHih7xsY/4K61lGxzQ0g6FgAOzoibMM7tuJP79/BTt2os7G8+qHVwYFCkpNz8RoKmQV90qm4PjQn5KWUcgS5jWbtI3D+PtH4tkkkjTTOQDctJ4EW4bw+Yc/4O/rzeDH/Mgj87IzFILNw/jm81klLiM4JASzOYf0tPTiM98AbpTnzoAhfegxsDmZ9lMYlNokRqv48evyWcDOvZDX00skoCYKdWUwDfKDbCZT+X+wyMo28dn3i7kQl0K90EDeeOYeEpLSWL3xQIG8D024jX2HTvHm/81GpVbRokkd57HHH7gDRYEX3/uF3FwLD04YxJOT7+Sj6X+V+z0IIURNomtxD7pGA1FUGuw2C7lR68g9XvCb4fKQlZ0jfYYQosa5NHXTw11PRpYRAE93N8exKwJgiqLw0av3sXnXUd742PGhc9Kovrz/8iSee+enIsuxU9iee1VHVa9fZarpbTPv18U88NBY2rbugUoNyTEWvvlqtrNNmgffxon0Rc78TQL78vcPe0rVZvHx8WVa56qiKj93/P396T+8OUcTLv3uDhHUqBl3DL+N5UvWlHl5RbWDBNREARqNpkAw7RKVSoVGoynz6Z8TR/Vh7PCezsePv/YdWdmOb9jOxSSxYdsh2rZoUOiHI4vVSpC/N/5+XiSlZHD0+FkAvD0NdL+5FZOf+9J5rbmLNjHzf89gcNM534QIIYS4Piqfhs5gGoCi0qBrNBBLzE5smWfLvLwr+4yn3phBeqbjw6T0GUKImiLbmENCUjqNG9QiNiEVgCYNapOZbSLxip07vTwMhAT58s+aXZhz8wD4Z80u7h7aA29Pd2dATojqZtZPfxRIu7Qm1tJ5exgxfhIqtyzsuQZ2rTvBoUNlv1i/KFv9B/XkbOZml7TEzJO06TiG5Usqti4SUBMFKErRy/0Vd/xazF20yWU9nPatG3LPsJ7UqRWAWq1Co1FzMjKm0HO/mbmce4b34v9evx9zbh6rN+5nyZrdBAX6olIpfPvRoy75c/MsBPp7cy4mqczvQwghaiKVV31nMO0SRaVB5dOwXAJqV/YZndo2ZvSd3aXPEELUOKs27mf8iN5EnDyP1Wpl0qi+rN0cVmBDgowsIxfikhk2sAtzFm8CYMRtXUlMTpdgmqix9u0JY++eMHQ6Hbm58sXZjSI5KY26Wl8yTfnvzRRFjSWv4sfUSUBNFHBlB1za49dLo1bxyhOj+WneGrbuCifPYuWe4T1p06J+ofkTktL5+pdlADRpUIv/vDCeyLPxnL2QiNVm4+EXv3Z+EyeEEKLs2TLOYLdZXIJqdpsFW3p0uZetUat48bGR0mcIIWqk35dswcfLnRkfP45KUdiyO5yZC9YD8NTkoQBMn+l4zXv38995ZNJg5n71PIqicPpMHO98Pr/S6i5EVSHBtBvL5o3buH3ki6SozmC1Od6ztQwayi+fra3wukhATRRgsVjQarWFTvu02WzlutsngEajRqvVkJllIs9ipVH9EAb07EBcYmqh+fvc2paDR6NIy8jGaDJjs9ux2WxkZBrZte84D0+8jd/++peMTCPeXu60bl6PnfuOl+s9CCFETWLLOENu1Lor1lBbWy6j066k0ajRSZ8hhKihbDYb381eyXezVxY4dimQdsnZmETe+KR8Fu0WQoiKYrVa+fg/PzHl0btx97VjNWv486fNRJ6OqvC6SEBNFMpsNhfYmMBms2E2l/8OPznmPH6cs5qpk4bw7MM6jp26wJZdR2nWOLTQ/O1bNeTeMf1w0+vIzDLy98qdhJ9w7OTyzaz8qT3eXgbSM4zsPXhKPhwJIUQZyz2+AEvsrgrf5TPHnMdP89ZInyGEEEIIUUMkJycz7YPvK7saElAThbPZbJhMJjQaDYqiYLfby21k2n+mzSuQtnZzGGs3h131nNEPfeT8//Rfll01X445j9/+3MBvf264rjoKIYQoXkUE0grrM9ZvOVjoBgSXSJ8hhBBCCFH9aTQaHnpsArUbeoIdToUnMfuX8tt1vvCtHIW4yGKxkJeXV+7TPIUQQgghhBBCCCGu1VMvTMYWupMTmX9wIusPfFqeYvLUceVWngTUhBBCCCGEEEIIIcQNS6fTEVhfRbY52ZmWajxDk9aB5VamBNSEEEIIIYQQQgghxA1Lo9Fgo+BO7YraVm5lSkBNCCGEEEIIIYQQQtywjEYj1ixvFEXtTNOq3UiPL7+AmmxKIIQQQgghhBBCCCFuaN9+Po9nXrmPXN1ZVIoWe0Ywn378Y7mVJwE1IYQQQgghhBBCCHFDS4hP4I3nPyUkJASr1UpSUlK5licBNSGEEEIIIYQQQghRLcTHx1dIObKGmhBCCCGEEEIIIYQQpSAj1IQQQgghhBBCCCFEtaLVann48YkE1zNgtykc3X+Ov35fWmbXl4CaqFRzvn7B+X+dVoPNbsdisQIQcfIcH3y5oLKqJoQQooq5Wp+hAOHSZwghhBBCiMs8/+rDJBtWcTIrHYC6N7fgHtUIFsz7p0yuLwE1UakmPfmZ8/+vPDGaqHPxLFiytUA+laJgs9srsmpCCCGqmKv1GRq1Cos1f0t06TOEEEIIIWo2Ly8vPGuZOJ+Y7kxLzDpOm86dYF7ZlCEBNVFlLfzpNX6at4bb+nSiVrAfj7z0NS88NpLdB06yfN0eAIICfPj+48e596nPMZrMAAzp15nb+9+En48nZy8k8tO8NUSfS6jMWxFCiBrBP1SNX20NqbEWUmKsFVq29BlCCCGEEOISNzc3LHZjgXRFbSsk97WRgJooklqtRqVSYbPZsFor9sMRQO+ubXj/iz9Iz8jGbit+tMFtfToxuG9nPv56IXEJqfTr0Y43nxnLk298T445rwJqLIQQNVOnQe606OaGWq1gtdo5vjOHA2sLvokpT9JnCCGEEEIIgMTERHR5dQEFcLwv1Gs9SI0ru7iG7PIprkqtVqPX69HpdOj1etRqdYXXYfHKHaSkZmK12ko0feeO/jcx/+/NxMSnYLPbWb/1EFnGHNq2bFABtRVCiJrJP1TtDKYBqNUKLbq54Ve7YvsN6TOEEEIIIcQlM75YQFvfB2gc0IdmgYOpyyhmTJ9TZteXEWriqlQqFYri+HCkKAoqlarCR6klJmeUKn9QoA9PPzgU22UjEzRqNQF+XmVdNSGEEBf51dY4g2mXqNUK/qEaUmMrrt+QPkMIIYQQQlxy9sw5Xnv2U+rVq0dOTg6JiYllen0JqFUQlUrF1Im3MaBHBxRFYeuecL6ZtZw8S8EPGi9MvYu+3ds5d7sEeOXDWZyIjKnIKmOz2bDb7SiKgt1ux2Yru7nGJWXHdYRBTk4ebnqt87G/r6fL8cTkDGb9sZ6wo5EVUj8hhCgPN1qfkRprwWq1uwTVrFY7KTGWCqsDSJ8hhBBCCFFVabVaHnpsAiH1PbDbFA7tjmLxXysqpOxz586Vy3UloFZBxg3vRbuWDXnk1W+xWq288/x4Jo8dyA9zVxeaf9m6PcyYs6qCa+nKarViNpsrdQ21K0WdjaNb5xas3LAPlUrFmKE9XI6v3LCP8SN7k5iSzoXYZNz0Wlo1q8fp6FgyskyVVGshhCidG63PSImxcnxnjssaasd25lTo6LTCSJ8hhBBCCFE1PP/aw6S4reZkVhoAjW5tzWj1UBb+saxyK3YdJKBWQYb07cwPc1eTkpYJwJxFG3n1yTH8OG8N9hKs81ISysWfyx9f75WtVmuVCKRdsnTtHhrWC2HGJ0+QkpbJ36t20rldE+fx1Rv3Y7PZePHRkQT6e5NjzuXE6Qucjo4tcRmFtSNXpF2Py69XVtesbGXdRtWRtFHxrqeNqlu7lnefUdjrz/X2GQfWGjlz1Fxpu3wWpjL6jIp2I7y2lGe/dyPcf3mpyfcO0mcIIcSNxMfHB48QI+cT05xp8ZnhtLt5HAv/qLx6XS8JqFUAD3c3ggN9OH0m/w36qehYvDwMBPl7k5CcXuCcgT07MLBnB1LSMlm96QCLV+0s9kOUn48XBr3e+dhgMJCelY1GXfTeE8Udryiffb8YyK/P2Ec+dnkMYDbn8ul3i1zO27LzqEu+f7cd4t9thwpcvyT3qVGr8PH0wKAr+Kfh7+tdktsolpfKUQ8/H080lTCNtjyVVRtVZ9JGxbuWNnJz05VDTSpHRfQZV/YXUPI+oygZ8XYy4h27Y5Z331LV+4yKVpVfWyqi36vK91/eavK9g/QZQghxI3B3d8dqzy6QrlLf2J+HK/8dYA1guNhpZxvNzrQsY47jmEFfIP8/a3bx0/w1ZGaZaNGkDq89eTd2u53Fq3YWWU5qeiZGU34Z7rkW7IDFevUnqUatKvJ4TWOx2khJz8RoNDrTFBxv1lLSMq57xB9ACvBiehYZVkuZXK8qKOs2qo6kjYp3PW3kXshr6Y2qIvqMK/sLKFmfUVVVVl9WWJ9R0W6E15by7PduhPsvLzX53kH6DCGEuJHExsaiz6vvkqbXepAaX/kzGq6HBNQqgCknFwAPdz0ZWY433Z7ubo5jV3ygAcdIhEsiTp1nwbKtDOjZodiAmh3X6To18c1VWbiyHYtLv5brp1krdqHuilJWbVSdSRsV71raqDq1aUX0GYW1cXVqw4pUVf6mq0o9ClMR/V5Vvv/yVpPvHaTPEEKIG8WP0xcy9ZnJZKtPosEdW3oIn07/obKrdV0koFYBso05JCSl07hBLWITUgFo0qA2mdkmElMyij3fZpNuXwghagrpM4QQQgghRHUTFRnNa898SsOGDTEajSQkJFR2la5b1Vg8qwZYtXE/40f0xt/XCx8vdyaN6svazWGFrnHTq2sb51D0Zo1CGTusJ9v2hFd0lYUQQlQS6TOEEEIIIUR1FB0dXS2CaSAj1CrM70u24OPlzoyPH0elKGzZHc7MBesBeGryUACmz3RsFzt80C08M2UYarWK5NQMlq7bw8IVO0pdptlsxtfXt1LXdrnRGAwG0tLSKrsaQogaTvqMG4OHhwdJSUmVXQ0hhBBCCFEJJKBWQWw2G9/NXsl3s1cWOHbpQ9ElL/13ZpmUabVaUalUBAQEYDKZCs0jmxLkMxgMqFQqrNYbe2FEIcSNr6r2GVVVRfdlOp0OvV6P2WwudgduIYQQQghRPUlArZpLTExErVaj1xfczUgBfDw9SEnPlMVZgbS0NAmmCSFqtKL6jKqqMvqyrKwsGc0shKgSVCoVUyfexoAeHVAUha17wvlm1nLyLIW/p+3aqTn3ju5HnVoBmHLMLFq5g7+Wb6/gWgshRPUgAbUawGq1FjqFRwEMOg1Go1ECakIIIYCr9xlVlfRlQoiabNzwXrRr2ZBHXv0Wq9XKO8+PZ/LYgfwwd3WBvDe1b8pTk4fy6YzFHIo4g5teS1CATyXUWgghqgfZlEAIIYQQQgghbkBD+nZm/t+bSUnLJD3TyJxFGxnUuyOKohTIe/+Yfsz/ZzNhR6Ow2WwYTWbOnC9+YXClCv9U9fpJ21TdH2kfaZvStklhZISaEEIIIYQQQtxgPNzdCA704fSZWGfaqehYvDwMBPl7k5Cc7kzX67U0bRjKxh1HmPHxE3h7Ggg/eY7vZ68i8bJ8hfHz8cJQhZcC8Pf1ruwqVFnSNkWT9rk6aZt8bm66qx6TgJoQQgghhBBC3GAMFz/kZRvNzrQsY47jmME1AOblYUClUhjUqyNvT5tLWkY2j0wazFvP3MPTb/9YZDmp6ZkYTeYi81QGBceH/pS0DJnyfwVpm6JJ+1ydtE1B7oarf6EgATUhhBBCCCGEuMGYcnIB8HDXk5HlWPvS093NceyKANilgNg/a3YRn5QGwKwFG1jw/cv4+3qRkpZ51XLsF3+qqqpev8okbVM0aZ+rk7bJV1Q7SECtGjEUMRSxMAqO4YvuBr38sRRB2ql40kbFkzYq3vW0UWlf/2q66tReNf1vS+6/5t5/Tb53kD4DINuYQ0JSOo0b1CI2IRWAJg1qk5ltIjElwyWv0WQmPjENuz2/tewlbLmq2l41/W+gKNI2RZP2uTppm4KKeg2UgFo1cGkI4g/TnqzkmgghROVyN+ir5LSUqkL6CyGEyFcd+oxVG/czfkRvIk6ex2q1MmlUX9ZuDnMJnF2yfMNe7hrcjX2HT5OeaeS+Mf05EXnhqqPTpM8QQoh8hfUZSr2GjSTwWA0E+nvf8G8IhBDiergb9CRd8Y28KEj6CyGEqD59hkql4pGJg+nfsz0qRWHL7nC++XUFeXkWnpo8FIDpM5cBoCgKk+8ZwG19OqFSFI6eOMu3v60sclMC6TOEEOLqfYYE1IQQQgghhBBCCCGEKAVVZVdACCGEEEIIIYQQQogbiQTUhBBCCCGEEEIIIYQoBQmoCSGEEEIIIYQQQghRChJQE0IIIYQQQgghhBCiFDSVXQFRvlQqFVMn3saAHh1QFIWte8L5ZtZy8izWAnlfmHoXfbu3w3LZsVc+nMWJyJiKrHKFGzawCwN7daRRvRCOnT7Pyx/Mumre0rRndVKaNqqpzyOtRs3j999BxzaN8fX2ICUtk6Vr9/D36p2F5q+Jz6XStlFNfS6JgmpyX1bT+6ia3P/U9H5F+gwBNfv1vzg1vX8oSk3uO4pT0/uWsiYBtWpu3PBetGvZkEde/Rar1co7z49n8tiB/DB3daH5l63bw4w5qyq4lpUrJS2LBUu30rxxKK2a1Ssyb2nbs7ooTRtBzXweqdQqUtOzeP3j2cQlpNKoXggfvDKJlLRMNu86WiB/TXwulbaNoGY+l0RBNbkvq+l9VE3uf2p6vyJ9hoCa/fpfnJrePxSlJvcdxanpfUtZkymf1dyQvp2Z//dmUtIySc80MmfRRgb17oiiKJVdtSpj294Itu2NIDU9u9i8NbU9S9NGNZXZnMdvf/1LbHwKdrudyLNx7A47SZvm9QvNXxOfS6VtIyEuqYl/L5fU9D6qJvc/Nb1fkT5DQPV7Xpelmt4/FKUm9x3Fqel9S1mTEWrVmIe7G8GBPpw+E+tMOxUdi5eHgSB/bxKS0wucM7BnBwb27EBKWiarNx1g8aqd2O32iqx2lXUt7VlTyfPIMTy6TfP6/LV8W4Fj8lxyKKqNLpHnkpC+rGTkdcWhOv/ua3q/In1GzSOv/2WjJrw+XK+a/Lyp6X3L9ZKAWjVmcNMBkG00O9OyjDmOYwZ9gfz/rNnFT/PXkJllokWTOrz25N3Y7XYWryp8PnVNU9r2rKnkeeTw2H23YzTlsG7LwQLH5LnkUFQbgTyXhIP0ZSUjryvV/3df0/sV6TNqHnn9Lxs14fXhetT0501N71uul0z5rMZMObkAeLjnP9k93d0cx0zmAvlPRceSnmnEZrcTceo8C5ZtpXe3thVT2RtAaduzppLnETw84TbaNq/Pm5/MxWItuGCnPJeKbyOQ55JwkL6sZOR1pXr/7mt6vyJ9Rs0kr/9lo7q/Plyvmvy8qel9S1mQgFo1lm3MISEpncYNajnTmjSoTWa2icSUjGLPt9lqxjDXkrre9qypatrz6JFJQ+jcrgmvfvQrGVnGQvPU9OdSSdqoMDXtuSQcpC8rmZr+ulKY6vK7r+n9ivQZNZe8/peN6vz6UB5qyvOmpvctZUUCatXcqo37GT+iN/6+Xvh4uTNpVF/Wbg4rdE54r65tcL84dLNZo1DGDuvJtj3hFV3lCqdSqdBqNajVKhRFQavVoFGrC81bmvasTkrTRjX1eQTw2L2306lNY1798FfSM4t+019Tn0ulaaOa/FwSrmpyX1bT+6ia3v/U9H5F+gxRk1//i1PT+4ei1PS+ozg1vW8pS0q9ho2kJaoxlUrFIxMH079ne1SKwpbd4Xzz6wry8iw8NXkoANNnLgNg2puTaVQvBLVaRXJqBqs2HmDhiu3V/o9l0qi+TBrV1yXtUEQ0L38wq0AbFdWe1Vlp2qimPo+CA3z47cvnyM21YLXZnOlHjp/hrWlz5blE6duopj6XREE1uS+r6X1UTe5/anq/In2GgJr9+l+cmt4/FKUm9x3Fqel9S1mTgJoQQgghhBBCCCGEEKUgUz6FEEIIIYQQQgghhCgFCagJIYQQQgghhBBCCFEKElATQgghhBBCCCGEEKIUJKAmhBBCCCGEEEIIIUQpSEBNCCGEEEIIIYQQQohSkICaEEIIIYQQQgghhBClIAE1ISrIC1Pv4qNX76vsapSJSaP68stnT1dK2YN6dWT5r29XyHVCAn1ZNecd2jSvf93lCSGEEEIIIYSoPiSgJoS4qkB/b1bNeYf2rRpWdlWEEEIIIYQQQogqQwJqQtRgGrW6QstTq+UlRwghRMkoioJKUSq7GkIIIW4A0meIyqCp7AoIUVONvqM7Qwd2IdDfm8TkdJas2c3fq3cCMKRvZyaO6su9T38OOKYe/vrFs2zYdohPvlsEwKDeHZkydiDjn/gUAF9vDx4cN4guHZuh02qIOhfPzD/Wc+T4GQDat2rIJ288wNufzmXssF40axTKj/PXsHTt7qvWcc5XzwPwyRsPABCfmMb9z33hPN6tcwseHDeIIH9vjkde4IuflhCbkOqoX6+OPPvQcF77v9+YOnEwDeoG8/4Xf7D30Ckm3NWbgT074O/rRWxCCv+s2cWKDfuc1x3StzOjbr+VWkF+5JhzOXMhkY+/XUhSSoYzT+tm9Xj8/juoWzuQsxcS+OqXZZyKjnUeb9mkLg+OH0TzxqHk5lnYe/AU389ZRXpG9lXvt1fXNky+ZwCBft6cio5lwbKtRf8ShRCihmnTvD5Txg2kUb0QAOISUvn597XsO3waH28PHhw3kC4dmuFhcCMhOY0FS7exZvMBoPjX5Umj+tK/R3tmLVjPvaP7ERriz+NvfE98YhoP3NOfnl1a4+lh4HxsEvP/3sy2vRGV1g5CCCGKJ32GqO4koCZEJRg2sAv3jenH97NXcTA8io5tGvPopCGYcsys3nSAA0cjefah4dStHcD52GQ6tmlEWno2HVo3cl6jY+tGHAyPBkCn1fDxGw9w7kIib02bS5Yxhz5d2/Dhq/fyxBvfcy4myXnewxMG8/Pva4k6F4/Vaiuynk+88T3ffPAo73/xB+Enz2Gz5ef39/Fk6MAufPztQqw2Gy9MvYvnHh7Byx/McuZRFIWHxg/ix3lriE9Mw5Rj5rmHhtO0YW2++mUZF+KTadG4Dk9PGYbVamP1pgM0bVibpyYP5fMf/+FwRDTuBj0tm9Z1qZeiKEweO5DvZq8kPcPIY/fdzutP3c1DL32NzWbDz8eTD169l90HTvDNrOV4uLvx5AN38tYz9/Di+zMLvdcmDWrx2hNj+HPZVtZuCaNBnWAenTSkpL9SIYSo9lSKwjvPj2ftljA+m/E3AA3rBZOTm4dOq2HaGw+Qm2fhk28XEZuQSmiIP16eBoASvy77+3oxdGAXPpvxN5nZJlLSMnn3hfEoisJHX/9Fcmomndo25tUnx/DWtDmEHY2qjKYQQghRDOkzRE0gATUhKsE9w3qyZM1uVv7rGJUVE59C3doBjBvRm9WbDhCfmEZcQiod2zTmfGwyHVo3Ytn6PYy8/VbqhwZxNiaR9q0bMW/xJgD6dGuLu0HPh1//5Qx6/b5kCx3bNOaO/jczY84qZ9m//7OZnfuPl6ie6ZlGADKzTaSmZ7kc02o1TPtukTPPn8u28crjo9FqNeTlWQBQqRRmzF3N0eNnAQgJ8mVAzw5MfeUbzsc6gnzxiWnUrR3I8Nu6snrTAYIDfcgx57Jj3zGMJjMA0ecTXMpWqRRmzFnlHJE2+69/+eLdhwgN8eN8bDLDBnXBaDLz2Yy/sVitAHzy/SK++/Ax2rZo4By1d7nRd3Tn2KnzzFywHoDzscn4+3nxxP13lKithBCiunM36PHyNLBz/3Fi4lMAnP8O7tOJWkF+THnxK+do4rjEVOe5JX1d1mk1TPt+MYnJ6YBjdHWrpvUY98Q0Z5+w8t99tGxal+GDusqHIyGEqKKkzxA1gQTUhKhg7gY9QQE+HD7mGtQ5fOwMdw3uhl6nxZybx8GIaEcgbd0eOrRuxNJ1e2jeOJQObRphs9sI8vcmLNzRKTRvHIq/jycLf3jV5ZpajZrcvDyXtOORF8rkPpJTM53BNICk1AxUKgVfbw9npwZwIjLG+f/mjUJRqRSmvz/V5VpqlcoZCNx/OJLYhFRmff4M+49EcjA8im17IsjIyi/LZrMTeSbOpWwAX29Pzscm06BOMMdOnXd2wABRZ+PJys6hQd2gQgNq9esEEXY00iXtUiBQCCEEZBlzWPnvPv778iQOhkdx+NgZtu+N4HxsMk0bhXI2JtFlav7lSvq6nJaR5dKHNG8cikajZu70F1yup9GoiYlLLoe7FEIIURakzxA1gQTUhKg0dpdHV66heTA8ikcnDaFBnSAMbjqOn75A2NEoOrZphM1mIyEpndiL3/IoisLZmETe++KPAqWYza4BtZwrHl+ryzs4wHk7ly8GarXanKPVLtUT4Pl3fyYn94p62O0X65fL02/9QOvm9enUtjF3DriZB8cN4tWPfnWOSLPb7djsru0HjpFrV17vSldJLvaYEEII+PLnpfy9ehc3tWtCp7aNuW90P779bQXgeG0uUglel6/soxRFIduUw9Nv/1jgPIvFWiBNCCFE1SF9hqjuJKAmRAUzmswkJqfTrmVDdoeddKa3bdGAuMRUzBcDTWFHI/H2cmfk7bdy5PgZbDYbB8OjGD+iN3abnYPh+UOWT0bFMLBnB4wmc5GL7pdW3sWOxyVQdR1OXgyIBQX4sDvsxFXz2ex2jhw/w5HjZ5i98F9++PgJ+nVv57LpQFHOXEhgUO9OaNRqZ+CvUf0QPD3cOHMhodBzzl5IpHXzei5pba54LIQQAs6cT+DM+QQWrdzBU5OHcnu/m1i2bg+De3ci0N+70BEH1/K6DI7+zcvDgE6r4cz5q+cTQghRNUmfIaozVWVXQIia6I+lWxl+2y0M6duZ0BB/7uh/E0MHdOGPJVuceVLSsjgXk8TAnh2c8/1Pn4nDZrfTrXML53RPgA3bDxOXmMb7L06gc9smhAT60qJJHcYO68mtN7W85npmZBoxmsx0btsEPx9PPN3drv2mgdj4FFZv3M+zDw1jQI/21A7xp1H9EG7r3Ym7h/YAHDuHjhzSjaYNaxMU4EP3m1sSFODD2QuJJS5nyZrduBv0vPDIXTSoG0yb5vV5+dFRHDl+5qrTOBet3EGrpvW4/+7+1KkVQPebWzLqju7Xdb9CCFGd1A7xZ8rYgbRpXp/gAB9aNa1L2xb1OXshkY07jpCQnMY7z4+nU5vGhAT50rFNI3p3bQNc2+syQNjRKPYfPs1bz4yl+80tqRXkR9OGtRk+yNGHCiGEqJqkzxA1gYxQE6ISLFu3Bze9lnHDe/HkA3eSmJLBL3+sY/WmAy75wo5GUi/0FpfRaIcjoul5S2uXtLw8Cy99MJP7x/Tn+akj8PH2ID0jm+ORF9h76NQ119Nut/PNryu4d1RfRt1+K8mpmdz/3BfXfD1wDP0edUd3xo3oTa1gP4wmM2fOJ7B07W4AsrJz6NqpBWOH98LdTU9iSjrz/9lcoG2KkpaRzRv/N5sHxw/iq/ceJi/Pyp6DJ/n+ss0ZrnQqOpaPv13I/Xf3Z/Qd3Yk8E8eMOat45/nx13W/QghRXZjNudSpFcCrT47Bx8udzCwTu8NO8OO8NZhz83jpv7McU/SfHINBryM+KY0FS7cC1/a6fMk7n89n4qi+TJ0wmAB/bzKzTESejePPZdvK+5aFEEJcI+kzRE2g1GvYSFYNEkIIIYQQQgghhBCihGTKpxBCCCGEEEIIIYQQpSBTPoWowd5/aSJtWzQo9NiR42d4a9rcCq6REEIIIYQQQghR9cmUTyFqsAA/L3Q6baHHcnPzSE7NrOAaCSGEEEIIIYQQVZ+MUBOiBpOAmRBCCCGEEEIIUXqyhpoQQgghhBBCCCGEEKUgATUhhBBCCCGEEEIIIUpBAmpCCCGEEEIIIYQQQpSCBNSEEEIIIYQQQgghhCgFCagJIYQQQgghhBBCCFEKElATQgghhBBCCCGEEKIUJKAmhBBCCCGEEEIIIUQpSEBNCCGEEEIIIYQQQohSkICaEEIIIYQQQgghhBClIAE1IYQQQgghhBBCCCFKQQJqQgghhBBCCCGEEEKUggTUhBBCCCGEEEIIIYQoBQmoCSGEEEIIIYQQQghRChJQE0IIIYQQQgghhBCiFCSgJoQQQgghhBBCCCFEKUhATQghhBBCCCGEEEKIUpCAmhBCCCGEEEIIIYQQpaCp7AoIIYSovoYN7MLAXh1pVC+EY6fP8/IHs66aV6VSMXXibQzo0QFFUdi6J5xvZi0nz2It0XEhhBBCCCGEqCgyQk0IIUS5SUnLYsHSrSxetaPYvOOG96Jdy4Y88uq3PPjiVzSoE8TksQNLfFwIIYQQQgghKoqMUBNCCFFutu2NACAowKfYvEP6duaHuatJScsEYM6ijbz65Bh+nLcGu91e7HFRMoH+3hhN5squhhBCVCp3g56klIzKroYQQogbmATUqomumdXnDUGHd7wquwpl6ouvXqjsKpSdWyu7AmXrHY93KrsKZeqTld7Xdf71vI7s8rq+sj3c3QgO9OH0mVhn2qnoWLw8DAT5e5NtMhd5PCE5/brKrykC/b2Z89XzlV0NIYSoEiY9/bkE1YQQQlwzCagJIYQAKncNAIObDoBsY/7IqSxjjuOYQY/t4gi0qx0XJXNpZNrUl77GlJNbqnMVwM/Hi9T0TKr7eMCacq815T5B7rU6up77NLjp+GHakzJaVwghxHWRgJoQQgigcgNql4I7Hu56MrKMAHi6uzmOmczFHhelY8rJLfUHSQUw6PUYTeZq/SEdas691pT7BLnX6qim3KcQQoiqSzYlEEIIATg6hGv9uV7ZxhwSktJp3KCWM61Jg9pkZptITMko9rgQQgghhBBCVCQJqAkhhCg3KpUKrVaDWq1CURS0Wg0atbrQvKs27mf8iN74+3rh4+XOpFF9Wbs5zLnhQHHHhRBCCCGEEKKiyJRPIYQQABQe5ro+E+7qzaRRfZ2Pl858k0MR0bz8wSyemjwUgOkzlwHw+5It+Hi5M+Pjx1EpClt2hzNzwXrnucUdF2VDURQMBkPBdMBgMOCea6n206sUHMFgIYQQQgghrkYCakIIIYDyGbI8Z9FG5izaWOixS4G0S2w2G9/NXsl3s1cWmr+44+L6+fr6otVqyc7OLnDMDqRnZVf7YBo47hW1htqhocTHx2O1Wiu7SkIIIYQQooqRgJoQQghA1gAQoNfriY+Pv+pxjVqFxWqrwBpVnlxzDharjdDQUGJiYiq7OkIIIYQQooqRgJoQQghAAmo1nUajwWyWHVOvlJOTg1qtllFqQgghhBDChQTUhBBCAOWzhpq4ceh0OnJzcyu7GlVOTk4Oer0eo9FY2VURQgghhBBViATUhBBCADJCraoYNrALA3t1pFG9EI6dPs/LH8y6al6VSsXUibcxoEcHFEVh655wvpm1nDyLjKYSQgghhBCiPMnnJyGEEKIKSUnLYsHSrSxetaPYvOOG96Jdy4Y88uq3PPjiVzSoE8TksQMroJZCCCGEEELUbDJCTQghBCDfsFQV2/ZGABAU4FNs3iF9O/PD3NWkpGUCjl1VX31yDD/OW4PdfvX9OJWLP1em1YQdPK9FYe1VHShX/FudXdO9KmpUXnVoOag1aq9Q7DfYq2Ttyq5ABUmdtwBbbkapzqkJz3khhBDlTwJqQgghAFlD7Ubj4e5GcKAPp8/EOtNORcfi5WEgyN+bhOT0q57r5+OFQa93STMYDKRnZaNRFx00KO54eXv7+fE0bxyK1WrDYrVy5nwis//cQNS5eGoH+zFhVB+aN66DTqclJi6ZP/7ZwqGIaOf5vt4eTL13CG1a1MdoNLN07W5WrN9baFkatQqNWoWPpwcGXfV9y+Tv613ZVagwV7tXO4DeD5tnA+xeDRz/etQFtY6zJsBUkbUUpeETsAlVKX8/bm668qmMEEKIGqX6vjsUQghRKjfW2AthuPiBMNuYvzNnljHHccygL/ScS1LTMzGaXHf0dM+1YAcsVttVz9OoVUUerwh27MxeuJHl6/agUasYP7IPLzw2kkdf+Ra9m479hyP57rdVZGYZ6dGlNS88NpJn3/6JxIsBxienDCUxJYMHn/+K2sH+vP38OGLiU9h78JRLOZfu1WK1kZKeWS03JVBwBJhS0jKq/ejEAveqcUPt0wiVb2PUvo1R+TZGpS84KtSWHUf9+hfwdo/hwKqrB6mrGg+DG9mmnMquRrnzMLiRlhSDPS+7VOe5F/MaKYQQQpSEBNSEEEIAElC70ZhyHDtyerjrychyBHs83d0cx64Ill3JTsHpnTdiQMVitbFx+2HuGtINb08Dp6JiORWVP2Jv6+5wJozsTeMGISQmpxMS6EvrFvV5+MXp5JjziDoXz7otYQzo2aFAQO1yhbVXdVLd7w9FhcqzDtaQNujq1XYEzzxroyiur3r23CysaZH5P+lRkJdN53cCANh1Jrkyal9qCqD29SavmgdKL92nPS+71PdZndtFCCFExZGAmhBCCEACajeabGMOCUnpNG5Qi9iEVACaNKhNZraJxJTSrSd0NRMvBhIqwtx3Sh+s0GrU9OvejvRMo3N03uWCA30I9Pfh7PlEABrUDSI1LYv0jPzRZpFn4unRpfW1V1xUOYqbH+rLRp6pvRuiaPRYAO3FPHabBWt6tDN4dnOveBq3zEBxWVzL7eKPEEIIIURBElATQggByBpqVYVKpUKtdvwoioJWq8Fus2OxWgvkXbVxP+NH9Cbi5HmsViuTRvVl7eawIjckqA4mjurD2OE9MbjpScvIYtq3C7HZXO9Zr9Py/CN3serffc6Ao8FNX2Cqa7Ypxzl9VtyA1HrUPg0vBs+aOP518y2QzZadgMZ4DlPicSypkdgyz4LN4jzepFXRweMLJ3LLuuZCCCGEuMFJQE0IIQQgI9Sqigl39WbSqL7Ox0tnvsmhiGhe/mAWT00eCsD0mcsA+H3JFny83Jnx8eOoFIUtu8OZuWB9mdXlylFjVWENNYC5izaxfN0e/P28eO3JMdSvE0TEyfPO4256La8/fQ8x8SnM/GOdM92UYy6wdpKHwc05fVZUdQoqr1DUPo3z1z7zqlNw6mZeNta0KOfoM1t6FORmEuDrTUYx0yCvZaSkEEIIIWomCagJIYQQVcicRRuZs2hjoccuBdIusdlsfDd7Jd/NXlkBNat6UlIz+fbXFbz/8iR2HzhJanoWbnodbzxzD0kpGXz98zIuH6x35nwifr6eeHu5k5HpmPbZqH4IZy8kVtIdiKIoet/8aZu+jVD7NELRuE7BtNssWDPOuqx9Zs+O58pVslxmcl6m7wQv6jSXEYpCCCGEKD0JqAkhhABkhJq4MUWdjefo8bOMvrM7cxZu5K3nxpKUnMH0n5diu2Lqa3xSGuHHzzJpVF9+nr+W2iF+DOzdkW9nLa+k2gsnlebirptN8tc/M/gXyGYzJroEz2wZZ8GWd83FXh5Mk2mdQgghhCgNCagJIYQAJKAmblwLl2/n3ZcmcCo6lpZN65JTL5ffpj/vPL5oxXYWrdgBwBc/LeHx++/gl/89jdFkZtGK7UXu8CnKiUqL2rcJ6oAWqP2bo/ZtiqLWumSx5xkvbhxw2hE8S4vCnls2G25cSaZ6CiGEEKK0JKAmhBACkE0JxI3hP9PmFUg7EXmB8Y9NA2Dj9sNFnp+Wns2HX/1ZLnUTRVDrUPs2Re3fAnVAc7T+TbBf8TbUyxCLv2c0fp5n8fM8i6dbIopy+ShDLXC9O89W3M61QgghhKjeJKAmhBACkBFqQogypNaj9nME0DT+LVD5NkJR5b/ttGPD2/0CgV6RBHhF4u8ViV5rrJSqylRPIYQQQlwLCagJIYQAJKAmhLg+Kp+GaGrd7Aig+TREUeWPe7XbbY7pm8nHsaQcZ9TUJHQaU4VNtVSAAF9vkovZ5VMIIYQQoqSKDaj9+r9n+X7OKnbsO1YR9SkTq+a8w+Ovf0/k2bhyL2vSqL40rl+L9774/ZrO/+SNB9i+9xh/r95Z6PEXpt5FljGHGXNWXU81hRCiWDLlUwhRWorOG02dW/Ft05scW+38dKz4eJwlwCuSQO/T+HtGo9XkVGJNhRBCCCHK1g0/Qq0ig2dCCCGEEDWeSoMmuAPauj1RB7ZFUanJsYFOk0WdgAOE+BzH3ysajdpc5GVkqqUQQgghbmRVPqCmUqmw2Wzld31FwWaXwf9CCCFTPms2s9mMr68vRmPlrGNVVXl4eJCUlFTZ1agSVD4N0dbpgTa0K4rOEwC7zUJe3H669zpEiM8x5r+XUMm1FEIIIYSoGKUKqPXr3o5xI3oT6OfFuZgkZsxdTcTJc/j5ePLbl89xz6MfY8rJZUjfzjz70HDnyLE2LerzymOjue/Z/wHQvlVDJo8dSN3aAaSmZTF38SY27TwCOKZQNmsUSlJKBj1vac3mnUf45tcVhdbny3cfBuDz/zyI3W5n4YrtzFm0EYCWTevw0qMjCQ7y5djJc3zy/WLSM7IBx6i2b39dwR39byY0xJ97n/kcgIcnDKZT28YoCuzYd5wf5q3GbM5Dq1Hz5AN30rVzC7RaDalpmXz1yzIORUQDoFIpPHbv7fTv0R5zbh6zF/7L6k0HnPUcOaQbwwbdgpengVPRsXz76wrOxRT+5vzWm1ry4LhB+Pl6snPfMdRq+YgrhKgYKnm5qdGsVisqlYqAgABMJlOheTRqFRZr+X3JVZW4GwyoNRrMZjP2GvzF29WmdHq7X6B+4F7qBBxAr82uxBoKIYQQQlSOEgfU2rSoz9NThvGfz+Zx5PhZBvXqwH9fnsSDL3xFanoWMfEptGvZgN1hJ+nYphEx8Sl0bNOIyLNxdGzdiIMRUQA0qBvMW8+O5cOv/iQsPIpmjWrzwcv3EpuQwonIGABubt+Ur35Zyje/rkBTREDpmf/8yKo57/D8uz8XmPLZ99Z2vP7xbEw5ufz35YmMG97LZR2yfj3a8+a0OaSmZ2G32Zn21mRORMYw5cWv0KjVvPL4aKaMHch3v61kYK+ONG5Qi4denE6WMYfawX5c/t76pvZN+WzG38yYs4pbOjXn9afuZteBE6RlZDOgZwfG3NmDt6bN5eyFRMYO78l/X57Ewy99TW6exaXOtUP8ee2JMXz49Z/sDjtJv1vb8tzDI1i6bk9Jf01CCHHNJKAmEhMTUavV6PX6AscUwMfTg5T0zGq/qLsCqBU7CfHx1f5eC1XElM66AfupF7gPH4+YAqfJFE4hhBBC1CQlDqgN7NmBf7cfco7KWr3pAHf0v5met7Rm2bo9HDwaRcc2jdkddpL2rRry8/y19Lm1HYtW7qBD60as2ewYsTV0wM2s33qQA0cjATgRGcPGnUfoe2s7Z0At+nyCc4RX7jVO91ywdCup6VkAbNpxhD63ti1wPCklA4DmjUOpHxrES+/PxGa3YyaPOYs28sHLk/jut5VYLFYMbnrq1Qni+KnzxCakulzrdHQsG3ccBmDn/uMYTWYa1gsm7GgUA3q0Z8maXc6A37y/N3PngJvp0LoRew6edLlO325tCQuPYuf+4wCs33aIoYNuuab7F0KI0pIBsQIcI9UKm/apAAadBqPRWO2DTJfutaZRedVBW69vsVM6D1ZyPYUQQgghqoISv1sM9Pd2BtMuiU1IJdDfG4CD4VFMGNmHBnWCSM80snVPBI9MGoK7QU/LJnX55LtFAIQE+dKhdSMG9uzovI5arWLXgePOxwlJadd+RxelpGU5/59jzsPg5vpt++VlhAT64u6uZ8H3rzjTFAW0Gg1ueh3rtx3Cz9eTJ+6/g9rBfuwOO8kPc1c7A3aXlwVgvqy8QH9vlwCc3W4nPind2W6XC/DzKnDv8YlpBfIJIUR5kBFqQtRMipsfDQbfQ3JeFy6tpihTOoUQQgghilbigFpSSga1gvxc0moF+XLk+BkADkZE8/pTd9OraxsOhkdhzs3jzIVERt1+K0mpGc7RYPFJ6fy9ehcz/1h31bJKs1SJzXZt35NfXkZ8UjrpGUYmPPnpVfMvWLqVBUu34u3pzvNTR/DguEF8OmNxseUkpWRQKzi/3RRFITjAx9kel0tOzaRVs3ouaSFBvs7AnRBClCcJqAlRw6jdsNS7HffQviTn6VEUCw2CdtAgaLdM6RRCCCGEKEaJA2obth3i3Rcm8O/2w4SfPMeAHu2pXyeIbXsiAMjKNhF1Lp6RQ7ox7XtHoOlgeBQjh3Rj086jzuus2LCXD1+5l7AjkRyMiEalKDSqH4LFaiXqbHypbyAtI4s6tfwLrKFWGiejYohPTGXyPQP4Y+lWjCYzgf7eNGlQi10HTtChdSMys0xEn08gx5xLbp4Fm71kU1E3bD/EA3cPYPeBE5yPTeaeYT2wWm0cDI8qkHfTziOMH9GbWzo2Z++hU/Tp1oZmDWtz7NT5a743IYQQQggXigpt3Z7omo/EqvdBAUL9D9Kq7kr+/r8THK7s+gkhhBBC3ABKHFA7fOwM3/y6gqenDCXAz4vzscm89elcl9FTB8OjaFQvhMPHHKPWDhyNZNKovi7Bo6iz8Xw4/U/uv7s/r9e5G7vdTvT5hCJHrBXlt7/+5ZFJQ3jmweEsXrWDuYs3lfoadruddz6fz+SxA5nxf4/j7u5GckoG67YeZNeBE/j5ePDE/XcQFOBDXp6Fw8fO8MvvJavvui0H8fHy4O3nxuHt6c6p6FjemjanwIYEADHxKXz83UIemTSYV3xGs3PfMbZeDFgKIUS5U8rnsiqViqkTb2NAjw4oisLWPeF8M2s5eRZrgbyLf3rd5bFWo+ZcTBKPvf4dAC9MvYu+3dthuezcVz6c5VyDUwhRNHVQO/Qt70btVRcAP48ztKm/FH+vM5VcMyGEEEKIG4tSr2Gj6r62cI3QNbPgFNIbVYd3vCq7CmXqi69eqOwqlJ1bK7sCZesdj3cquwpl6pOVBddmLI2XufbXkU+4etkT7upDjy6teGvaXKxWK+88P56IU+f5Ye7qYq/73YePsXHnEf5YsgVwBNSyjDkuuzaLknM36Fn042vc+9TnGE3mUp2rAAG+3iSnZdSITQmq272qvOqhb3k3miDHJk3u+mRa1V1BqP8hlIvB9Asnctk4L7MSa1l+quPv9Gpqyr1ez326G/TMnv48ox7+qNSvhUIIIcQlNW8LKyGEEIW7njXUipgFP6RvZ36Yu5qUNMcH9TmLNvLqk2P4cd4a7EUsmtm8cR3q1wli7eaw66iYEDWbovdF13wk2ro9UBQV9rxszKeWcee9B1CrrKz+Iq/aB16EEEIIIcpDlQ+ojR3ei3HDexV6bNwT0zD/f3v3HR5Vmbdx/D4zmfRGGh1CEUSqWEBByCLNirooCIhigV27rrui67rsuhb0XXV1EUVXVATEgp2qSJUqIFKkdwIhhNRJmczM+8fAYCC9nUzm+7muc23mnOec+T2JG507T8l31HJFAFBP1UCgFhYarIS4KO3en+w9t2tfsiLCQhQfE6mUExklPnJw0oVa+/NObxB3Wv/eXdW/d1elpWdp/pIN+nzeqlKDOcAvWQMV2PoqBbYaLCMgSJJTrRsuU7sm3ymwl93s6gAAAHxenQ/UZn21zDvVBwBQg2pgl8+Q4EBJUo79zJSabHue51pIUIn3BQXa1LdnJ+8mN6d9uWC13pm5QFnZuWrfpqmeuN+zFufn81ZVf/GATzK8Gw5YgqMlSY6j6zRo4PcKD04t0tKza2cNLZ4IAABQz9X5QA0AUEtqIFDLzSuQJIWFBikz2zMqJjw02HOtlHVr+vToqPwCh9Zs3Fnk/K59Z0a6bdt1SB9/s1xX9u5KoAZIssZ1VND5t8ga2VyS5Ezfo/xts+Q8uVPh18dKkqZPOOFtf3oNKgAAAFQcgRoAwKMGArUce55SUjPUumUjJaeclCS1adlYWTm5Op5W8iYIg5O6a+Gyn+VylbI4mySXi6megCW8qYLOv0UBCZ0lSS57qvK3f6bC5DUSq6MBAADUCAI1AECNmrd4vW4d0kfbdh6S0+nUqJuStHDpxhLXPWvWOFYdzmuul9/+8pxrV/ToqJ827ZI9N1/ntWqiYdf11tffranpLgB1khEY6dlwoPkVpzYcsKtg9zcq2Ped5CqUJCWNiFDTdoEmVwoAAFD/EKgBADxqYISaJH301TJFRYTqrYn3ymIYWrZmq6Z+/L0k6YEx10qSXp/6jbf9oL7dtXn7fh0+euKcZ10/4FI9dOd1slotOnEyU19/t1afzVlZM4UDdZUlUIGtBymw9VUyAoLldhWqYP8iFez8Sm5HdpGmvw3TPGumAQAAoDoQqAEAPGooUHO5XJo8ba4mT5t7zrXfBmmn/e+jhSU+68//mlqttQG+xVBA08sV1P4mWYIbSJIcR9crf/uncuccLfXO366dBgAAgKojUAMAeNRQoAag6qyxHTwbDkS1lCQ5M/Z5NhxI216kHVM8AQAAageBGgDAwzC7AABns4Q3UdD5NysgoaskyZV7wrPhwJHVKm7DgeLCNKZ6AgAAVD8CNQCAByPUgDrDs+HAENma9z214UCuCvZ8q4K9CyWXo8z7meIJAABQswjUAAAeBGqA+SyBCmw1UIFtrj614YBTBQcWqWDnl3IXZJV6a9KIiFoqEgAAAARqAAAApjMU0KSngtr/XpaQGElS4bGNyv/1E7lyksv1hNPTPZniCQAAUPMI1AAAHoxQA0xhjWmvoA7DZI1KlCQ5M/Yr/9dZcp74tVLPWzyj9JFsAAAAqDoCNQCAB4EaUKssYY08Gw40vFCS5MpNU/6O2So8vFLFbThwNnb0BAAAMA+BGgDAg0ANqBVGYIQCzzu14YDFKndhngp2z1HB3gWSq/zTNdnREwAAwDwEagAADwI1oGZZbApMHKDANtfIsIXI7Xap4MBiFez4Qu6CzEo/lh09AQAAah+BGgDAwzC7AKC+MhTQpIeC2t8kS0icJKkwZZPyf/1YruwjZd7N1E4AAIC6h0ANAODBCDWg2lkbtFNQh1tkjW4tSXJmHvRsOJC6tdzPKC1MY4onAACAOQjUAAAAqpkRmqCg82+RrVF3SZIrL92z4cChFSrPhgPFYWonAABA3UGgBgDwYIQaUC0uvqWzdtnvk9MVKKulQG0bL1abRosV0MchKcbs8gAAAFANCNQAAB4EakCVWcIaaU/uWDldgWrcYJM6t/xCwYFZVX4uUzsBAADqFgI1AIAHgRpQJUZQtEIufVQOZ5gaRm/RjhmvaYfbZXZZAAAAqAEEavVE1wkRZpdQbX6eUPW/5NclDSeUvYObrwhTjtklVKudam12CdVrbmrV7idQAyovIETxA/6kXFecGoTt10VtpmsXYRoAAEC9RaAGAPAgUAMqxxKgkIvuV66rqcKDU9Sj3bs6trt+/QECAAAARRGoAQA8DLMLAHyRoeAudysgtoOCbJnq2f4dffLsQbOLAgAAQA0jUAMAeDBCDaiwoA7DZWtyqdwOu3p2ekehQSfNLgkAAAC1gI9PAAAAlWBrNViBrQbI7SpU7vr/Kio02eySAAAAUEsYoQYA8OBPLHWGxWLR2JEDdWWvrjIMQ8vXbtWk976Vo9B5TtuY6AjdO/oqde6QKEPSlh0HNOn9OUpNy6z9wv1IQJOeCu5wiyQp7+d35Dzxq6RYc4sCAABAreHjEwDAw1KFA9Vq+PVXqPP5iRo3/g3d9dhratk0XmOG9S+27f13XKOAAKvueORV3fbQK8rLd+ihu66r5Yr9izWuo4K73ClJyts6U4XJa0yuCAAAALWNj0EAAA8CtTpjcFJ3zfxiqdLSs5SRZdeHsxdrQJ9uMoxzd45onNBAS1ZtVm5egfILHPrhx01KbN6w1OcblTyqcq+vHSX11RrZQiHd75NhCVDBnrkq3LewyD2+9j3ytXrpK32trn4CAFBVTPkEAHgQjNUJYaHBSoiL0u79Z9bj2rUvWRFhIYqPiVTKiYwi7WfPXak+PTpqzcadcrlc6terq9Zu3FHqezSIilBIUFCl6ouJjqzUfb7o7L66g2JV0PlhKSBYluPrFH50gYxivh+xPvY98uefaX3mL32tTD+DgwNroBIAgL8hUAMAeBCo1Qkhpz7o5djzveey7XmeayHnhmBbdhzQoKQL9cmbj8stt/YeOKbxz71f6nuczMiSPTe/1DZnM+T54JqWnil3he70PcX11QiMUEjXsbIERqgwdYvy1r0luc9e086zhtqJdN9Yv87ff6b1lb/0tSr9DC3mdykAABVFoAYA8GAOTJ2Qm1cgSQoLDVJmtl2SFB4a7Ll2VghmGIaeHz9aS1dv0V8nfihJGnVTkp75yyg9MuGdEt/DfeqojKrc62u8fbUGKeTih2QJayhnxn7l/jSpSJiWNCJCTdsFFrnPl/jlz9QP+EtfK9NPf/i+AABqHuMRAACoQ3LseUpJzVDrlo2859q0bKysnFwdP2vnzoiwEDWMj9aXC1Yrv8Ch/AKHvlywWh3aNlNkeGhtl14/GVaFXHivrNGt5bIfV+7aVyRnXpEmvw3TDu8oqO0KAQAAYAJGqAEAPGroTywWi0VjRw7Ulb26yjAMLV+7VZPe+1aOwrOny0l/GnuDki7vrMLfXHv8ufe0Y8+RCj/Ll81bvF63DumjbTsPyel0atRNSVq4dKPc7qLjKjKz7Tp89ISu63+JPvx8iSRpyMAeOn4iwzu6DVUT3Pl2BSR0lis/S/Y1/5a7oOTpnNMnnKjFygAAAGAmAjUAgEcNBWrDr79Cnc9P1Ljxb8jpdGrCo7dqzLD+mjJ9frHtv/lurd76cF61PMtXffTVMkVFhOqtiffKYhhatmarpn78vSTpgTHXSpJen/qNJOkfL3+kcaMGafprj8owDO3ef1QTXp5pWu31SWC7m2Rr1lvuwnzlrntVbntKketnT/UEAACA/yBQAwB41FCgNjipu6ZMn6+09CxJ0oezF2v8/UP19owF54y4qs1n1WUul0uTp83V5Glzz7l2Okg77cCR4/rrix/WVml+w9motwJbXyu3y6ncDW/IlbH3nDZM9QQAAPBfBGoAAI8aCNTCQoOVEBel3fuTved27UtWRFiI4mMilXIi45x7+vfuqv69uyotPUvzl2zQ5/NWye12V+pZQGVYG12kwlY3SZLyfnlPzuO/lNqeqZ4AAAD+h0ANAOBRA4FaSLBnBE+O/czulNl2z4LuISFB57T/csFqvTNzgbKyc9W+TVM9cf/Ncrvd+nzeqgo/C6gMa4N2Cu46VjIsyt8+W4WHVxS5zjRPAAAASOzyCQA4zajCUYLcPM80uLDQM4FXeGiw51pu/jntd+1LVkaWXS63W9t2HdLH3yxXn56dKvUsoKIs4U0VcvGDMqw2WZKXybH7m3PanB2mMdUTAADAPzFCDQBQY3LseUpJzVDrlo2UnHJSktSmZWNl5eTqeFrJuyWe5nKdWRetqs8CSmMEN1DIJY/IsIWq8Og6he6dXWp7pnkCAAD4N0aoAQA8LFU4SjFv8XrdOqSPYqIjFBURqlE3JWnh0o3FbiJwRY+OCj01ffO8Vk007LreWrF2a6WeBZSbLUwhlzwqS0iMCtN2KG/j2zLEP1MAAAAoGSPUAAAeNfQnlo++WqaoiFC9NfFeWQxDy9Zs1dSPv5ckPTDmWklndq68fsCleujO62S1WnTiZKa+/m6tPpuzslzPAirFYlPIRQ/IGtFUzqxDyl33mgyXQ1KI2ZUBAACgDiNQAwB41FCg5nK5NHnaXE2eNveca6eDtNP+/K+plX4WUHGGgruNVUBMO7ly05S79hWp0G52UQAAAPABBGoAAA8WAYCfCeo4UrZGF8ntyFHu2lfkzvOszdd3RISatrNJijW3QAAAANRZBGoAAA8CNfiRwDbXKrBlP7mdDuWue12u7MPea2fv5Hk2dvYEAAAAgVoN6Ni+hcbfN1S3Pfiy2aUAQPkRqMFPBDTrraD2N8ntdilv41tyntxRbLsZE06wNQEAAACKxcenGrBl+4EiYdqLf71DNwzqaWJFAFAORhUOwEdY47souNPtkqT8rTNUeGy9yRUBAADAFzFCrZpZLBa5XC6zywAAAGexRLVWyIV/lGGxKn/XN3LsX+S9ljQiosypngAAAMBpBGqSbhzcU5df3KHI7nI9u7fXvaOv1u2PvKrO57fUmGH91axxrE6mZ2v650u0ZNVmSdKom5J0XqsmSk3LVO9LL9DSVZu1bM1WPf3wcA0d94LuGTFQHdu30Pltm+n2m/tp++7DGv/8+/rd5Z11y3W9lRAXLXtuvhb/+IumzvpOLrdncsmYYf014IquCg4KVFZ2rt6d9Z33PQGgRjBmGfWYEdZQIZc8JCMgSI5Dy1WwY3aR62eHacf38scxAAAAlIxATdIPP/6iO4cPUMP4aB07ni5JurJ3Vy36cZNaNI3X3x4epude+0Qbt+7Vea0a69m/3KbklDTt2HNEknRxl7Z67d2vNen9OQqwWnR+22beZ789Y4HOa9VEP677VV/MX+U9n5Wdq2df+0SHklPVsmm8nvnzKB09flLffr9O3Tu1Ub/LO+uBv03RiZNZim0QofDQ4Fr9ngDwQwRqqKeMwEiFXvKoLIERKkzZpLxf3i+x7fQJJ2RIio2OrL0CAQAA4HP4+CQpPTNHGzbv1pW9ukqSwkKD1aNbO3237Gdde+XF+n75z9qwZY/cbrd27Dmixas2K+myzt779x1K0fwlG+RyuVTgKCzXe67btEuHklMlSfsPH9eCpRvU9YJWkqRCp1OBgTa1bJqgAKtVJ05maf/h49XcawA4i6UKB1BXBQQr5JJHZAmNlzN9j3I3vCG5nUWaJI2IMKk4AAAA+CpGqJ2ycNnPuuPmfprxxRL17dlRew4c1aHkVDWMj1bXC1qpf+9u3rZWq0WrN2z3vk5JTa/w+13YqbVG3ZikZk3iFGC1KCDAql93HZIkbdq2T+9/8r1G3ZSkxOYJ2rRtn96esUCHj56oYi8BoBQEY6hvDKtCut8va1RLuXKOKXfdfyRnwTnNTk/3PLzj3GsAAABAcQjUTlm1frsevPNadTivua7s1VXfL/9ZknQsNUNfzF+tqbO+K/HeU8uelcjlKtogwGrV3x8erkkfzNHilZvlcBRq1E1J6tIh0dtmzqKfNGfRTwoJDtQ9Iwbq4buvL7LGGwBUOwI11CuGgrvcqYC4C+TKz5B9zctyF2SVesfiGaVfBwAAAE4jUDvF4SjUstVbNfLGvjqvVRNNeGWmJGnOonV67vHbtHHzHv28bZ8shqFWLRqq0OnU3gPHyvXs9MxsNWkY430dEGCVLTBAWdm5cjgK1TaxsQb1vVDJKSclSe1aN1GA1aode46owFGovHwHO4cCqHkEaqhHgs6/Wbaml8miPPXpPlXRV7gkxZpdFgAAAOoJArXf+G7ZRr3897u0Yt02ZWXnSpL2Hjim517/RLff3E9PNr1Zbrdb+w6llDpi7Wyfz1ulR8feoE/fGq8dew7ryYnT9N+p3+r+O67RX/54k7buPKgffvzFu5lBaEiQ7r51oJo0jJHT5dLOPUf02rvf1EifAQCob2yJAxTYerDcrkJd2uEDRYcdLvMepnsCAACgIgjUfmPrzoMaPGrCOed/+XW/Hnum+OmWH85efM65Tdv2aei4F7yvt+8+rHGPTyrSZu4PP2nuDz8V+8yNW/bq/qfeKn/hAFAdDLMLAKouoPGlCr7gVklS3qZ3ldBzpyTP7p0AAABAdSFQAwB4MOUTPs4a20HBXe+WJF3Q/Bu1vXSnyRUBAACgviJQAwB4EKjBh1kimiuk+/0yLAFq3XCZ2jRa4r3GdE4AAABUNwI1AIAHgRp8lBESq5BLHpFhC5HjyBp1vORrGQbTPAEAAFBzCNQAAB4EavBRTQbcqczCaMVF7FKP62fLMNxmlwQAAIB6jkANAOBBoAZfFBCqLOd5kly6qO2HslqckpjmCQAAgJpFoAYAAHyWrellcrsDFBe5Q58+e8DscgAAAOAnGI8AAPCwVOEATGJr0VeSlJiwyuRKAAAA4E8YoQYA8DDMLgCoGEt0G1kjmikwIFuNoreaXQ4AAAD8CIEaAECS5GKkGXxMYPM+kqQW8WtlObV2GgAAAFAbCNQAAJIkN4EafElAiAKaXCpJahG/xuRiAAAA4G8I1AAAkiSXhTmf8B22Jj1lWINUmLpV4cGpZpcDAAAAP0OgBgCQJLksDFGD7zi9GYHj4FKTKwEAAIA/IlADAEiS3AaBGnyDJSpR1sgWchVkqfDYeklRZpcEAAAAP8OnJwAA4FNszT2j0woPrZBchSZXAwAAAH/ECDUAgCTJpZpZQ81isWjsyIG6sldXGYah5Wu3atJ738pRWHRXRluAVffefrW6dWyt6MgwpaVn6euFa/XF/FXeNn8ae4OSLu+swt/c+/hz72nHniM1UjvqoIBg2Zr0kCQVMN0TAAAAJiFQAwBIklw1NGh5+PVXqPP5iRo3/g05nU5NePRWjRnWX1Omzy/SzmK16GRGtp6cOE1HU06qVfOGevbxUUpLz9LS1Vu87b75bq3e+nBejdSKus/WuIeMgGAVnvhV7pyjZpcDAAAAP8WUTwCAJMktS6WP0gxO6q6ZXyxVWnqWMrLs+nD2Yg3o002GUXREXH6+Qx98+oOSj6XJ7XZrz4GjWrNxpzq2a1GT3YaPOb0ZQdvmazRyQqxGTog1uSIAAAD4I0aoAQAk1cyUz7DQYCXERWn3/mTvuV37khURFqL4mEilnMgo8V6LxaKO7Vro029XFDnfv3dX9e/dVWnpWZq/ZIM+n7dKbre72mtH3WOJbClrVKLcBdnqePG2ItcO7ygwqSoAAAD4IwI1AIAklTnSrDJCggMlSTn2fO+5bHue51pIUKn3/nH0VbLn5um7ZT97z325YLXemblAWdm5at+mqZ64/2a53W59Pm9VKU9CfWFr0UeS5Dj8o6wWz2YE0yecMLMkAAAA+CmmfAIAJHlGqFX2KElunmfUUFjomfAsPDTYcy03v9h7JOmeEQPVqV0LPfXidBU6z2xAsGtfsjKy7HK53dq265A+/ma5+vTsVNWuwxdYg2RrcpkkqVuXdSYXAwAAAH9HoAYAqDE59jylpGaodctG3nNtWjZWVk6ujqdlFnvPuFGD1b1zG41//n1lZttLfb7LxVRPf2FrfKlnM4K0HWrb4aQkpnkCAADAPARqAABJnl0+K3uUZt7i9bp1SB/FREcoKiJUo25K0sKlG4td9+yPt12lCzu21vjn3ldG1rlh2hU9Oir01FTR81o10bDremvF2q3V8w1AnXZ6MwLHwaXec4tnZJlVDgAAAPwca6gBACRVdQ01V4lXPvpqmaIiQvXWxHtlMQwtW7NVUz/+XpL0wJhrJUmvT/1GCbFRGjKohwoKCvXeKw9779+8fb/+9tJ0SdL1Ay7VQ3deJ6vVohMnM/X1d2v12ZyVVagbvsAS0VzW6NZyO3JUmLxWUqTZJQEAAMDPEagBACTVzC6fkuRyuTR52lxNnjb3nGuvT/3G+3XKiQwNHjWh1Gf9+V9Tq7s8+ADv6LTDKyWXw+RqAAAAAAI1AMApNbHLJyrHYrFo7MiBurJXVxmGoeVrt2rSe9/KUegstn2PC9vptt//Tk0bxSo3L1+z567Up9/+WMtV1xBroGxNekqSHAeXmFwMAAAA4EGgVk+8+tqfzC6h2jSccMTsEqrVBROmmF1CtekbZnYF1WtCzgSzS6hWoREvV+n+stZCQ+0Zfv0V6nx+osaNf0NOp1MTHr1VY4b115Tp889pe1GXtnpgzLX6v7c+16Zt+xUcZFN8bJQJVdeMgMaXyrCFynlyl1xZh80uBwAAAJDEpgQAgFNqalMCVNzgpO6a+cVSpaVnKSPLrg9nL9aAPt1kGOdOy7196O8088ul2rhlr1wul+y5+dp/KKXU5xuVPKpyb2WPwOZ9JHk2I/htHTVdixl9NePwl37S1/p5VKWfAABUFSPUAACoQ8JCg5UQF6Xd+5O953btS1ZEWIjiYyKVciLDez4oyKa2iU20eOVmvTXxPkWGh2jrzoN6c9o8Hf9Nu7M1iIpQSFBQpeqLia69DQFcoY3laNBWKsxVpP1XGWe9d2wN11KbfTWTv/RToq/1UWX6GRwcWAOVAAD8DYEaAECS5OZv9nVCyKkPejn2fO+5bHue51pI0RAsIixEFouhAVd009MvTVd6Zo7GjRqkvz10ix58+u0S3+NkRpbsufklXi+OIc8H17T0TLkrdGflBTa5VoGSCg6vVHZa6m+uxEqSTqRn1sj7mtFXM/hLPyX6Wh9VpZ+hIZX7gwIAAL9FoAYAkMQaanVFbl6BJCksNEiZ2XZJUnhosOfaWSHY6VDsywWrdSw1XZL03seL9PGbf1FMdITS0rOKfQ/3qaMyqnJvhVhssjW9TJLkOLCk2Pes6Tpqra8m85d+SvS1PqpMP/3h+wIAqHl8egIASPKMUKvsgeqTY89TSmqGWrds5D3XpmVjZeXk6nha0RFZ9tx8HTueLrf7zMdDdz35qBjQ6GIZtjA50/fIlXXQ7HIAAACAIgjUAACS2JSgLpm3eL1uHdJHMdERiooI1aibkrRw6cYiwdlp3y5apxsG9VRcTKRstgCNHtpPO/YcLnF0mq+wtegryTM67beSRkSYUQ4AAABQBFM+AQCSmPJZl3z01TJFRYTqrYn3ymIYWrZmq6Z+/L0k6YEx10qSXp/6jSTpk29WKDw0WP/91zhZDENbdhzQM//52LTaq4MlvIkCYtrJXZgnR/KaIteatvOsMXd4R4EZpQEAAACSCNQAAKcwdbPucLlcmjxtriZPm3vOtdNB2mlut1vvzvpO7876rrbKq3G25n0kSY4jKyVn8ZsnLJ7h2yPwAAAA4NsI1AAAQN1hCZCt6eWSJMeBpUoaEeEdlQYAAADUFQRqAABJTPlE3RDQ6CIZgeFyZuyTK3O/mraLPacN0z0BAABgNgI1AIAkycWUT9QBtubFb0YwfcIJM8oBAAAAikWgBgCQJLkZoQaTGWGNFBB7/qnNCFabXQ4AAABQIgI1AIAkpnzCfIHezQhWS4V5JlcDAAAAlIxADQAgiV0+YTJLgAKa9pIkOQ4uNbkYAAAAoHQEagAASYxQg7kCGl4oS1CEnJkH5MrYa3Y5AAAAQKkI1AAAkgjUYK6SNiMAAAAA6iI+PQEAAFMZoQkKiLtAbme+HEdWmV0OAAAAUCZGqAEAJLGGGsxjO7UZQeGRNVJhrsnVAAAAAGUjUAMASGLKJ0xiWGVr5tmMoIDNCAAAAOAjCNQAAJIYoQZzBDTsJktQlJxZh+RK3212OQAAAEC5EKgBACQxQg3mYDMCAAAA+CICNQCAJAI11D4jJF4B8Z3kdhbIcXhlkWtJIyLUtF2gSZUBAAAApSNQAwBIYsonap+t+RWSpMLkdVKhvci134Zph3cU1GpdAAAAQFkI1AAAQO0zrLI16y1Jchwsebrn9AknaqsiAAAAoNwI1AAAkpjyidoVkNBVluBoObOOyHlyp9nlAAAAABVCoFaHWCwWuVwus8sA4KdcNTTl02KxaOzIgbqyV1cZhqHla7dq0nvfylHorHDbijwLdZt3M4JSRqcBAAAAdRWBWgXcOLinbhjcU5Hhocqx5+mzOT/q83mrdF6rJrpr+AC1adlITpdLS1Zt1uQP5kqSLuzUWncO668mDWOUkpqh9z9dpFXrt0uSRt2UpPNaNVFqWqZ6X3qBlq7arEnvz9EVl16gW4f0UcP4aCWnnNQ7Mxdo45a9ZnYdgB9w19AIteHXX6HO5ydq3Pg35HQ6NeHRWzVmWH9NmT6/wm0r8izUXUZIrKzxHeV2OuQ4/KPZ5QAAAAAVxvyecmraKFa333ylnnrxQ91493O698k39cuv+xXbIEIvPHm7lq/dqhEP/Fu3P/yqlq7eIklqnNBAEx69VR9/vVw3/+FFvTvrOz1x/1AlNkvwPvfiLm21Y89h3Xrf/+ntGQt0Uec2+sNtV+nV/32loeMm6r2Pv9ffHh6uuJhIs7oOwE+4ZKn0UZrBSd0184ulSkvPUkaWXR/OXqwBfbrJMM4dEVdW24o8C3WXrdkVMgyLCo+ukxw551xPGhFhQlUAAABA+RGolZPT6ZJhSC2bJigoyKbMbLt27UtWv15dtGPPYX3z3Vo5HIXKL3Boy/YDkqS+PTtp86/7tWzNVrlcLq39eadWb9ihK3t39T5336EUzV+yQS6XSwWOQg0Z1EOffrtCO/Yckdvt1rpNu7Rl+wH1uriDWV0H4CfcMip9lCQsNFgJcVHavT/Ze27XvmRFhIUo/qw/FJTVtiLPQh1mWLy7e5Y03fP0Dp/s7gkAAIC6iimf5XT0+Em9NPlzXdv/Ej06doh27j2i/330nRLiopV8LK3Ye+JiIpWccrLIueSUk0qIjfK+TklNL3K9YVy0bh/aTyNvTPKeC7BatPfgserqCgAUqyY2JQgJ9gQjOfZ877lse57nWkhQhdq63O5yPwt1lzW+iyzBDeTKPipn2o5S2y6ekVVLVQEAAAAVQ6BWAcvXbtXytVtlswXo5mt66akHb9HX361R985tim2fmpapTue3LHKuUXy0UlIzvK9PfT70OpaaoS8XrNGcReuqvX4AqG25eZ4RRmGhQcrMtkuSwkODPddy8yvUtiLPQt0V2MKzGUHBb0anJY2I8I5KAwAAAHwBUz7LqVnjWHXv1EaBtgAVFjqVl18gl8ulH378Re1bN9XV/S6WLcCqQFuAOrZrIUlasnqLupyfqF6XdJDFMHRRl7bq2b29Fq3YVOL7fL1wjW6+tpfatW4iwzBkswWo8/kt1TihQW11FYCfcsmo9FGSHHueUlIz1LplI++5Ni0bKysnV8fTMivUtiLPQt1kBDeQNb6z3E6HCg+t8J4vLkxjuicAAADqMkaolVOA1arbfp+kFs0SJLdb+w8d1wuTPlNqWqbGP/+B7hkxUHcO66/CQqcWr/pFW3YcUPKxNP3j1Y805pYr9ejYG5SSmq6Jb3xW6vTNtT/v1DszFuj+O65Vk4YxKix0aue+I3rrw3m12FsA/qimdvmct3i9bh3SR9t2HpLT6dSom5K0cOlGuc8eoluOthV5Fuqe05sROI6tlduRfc716RNOmFAVAAAAUHEEauW071CKHvnH/4q9tmPPYf35X1OLvfbTpl36adOuYq99OHtxsedXrNumFeu2VapOAKismlhDTZI++mqZoiJC9dbEe2UxDC1bs1VTP/5ekvTAmGslSa9P/abMtuW5jrrMkK15H0klb0YAAAAA+AoCNQCAJJW6W2dVuFwuTZ42V5OnzT3n2ukgrTxty3MddZc1vrMsITFy5RyT88R2s8sBAAAAqoRADQAgqeZGqAGSZDu1GYFndBpTdAEAAODbCNQAAJII1FBzjKBoBcR3kdtVKMehH80uBwAAAKgyAjUAgKSam/IJ2Jr1lmGxKtq2QUOetEmKNbskAAAAoEoYjgAAAGrQmc0Izm+9tsRWh3cU1FZBAAAAQJUxQg0AIIkpn6gZ1riOsoTGyWU/rvhIz67X0yecMLkqAAAAoGoI1AAAkpjyiZpha+EZneY4uESGwWYEAAAAqB8I1AAAkhihhupnBEUpIKGb3C6nHIdWiP/sAAAAQH3Bf9kCACQRqKH62Zr1kmEJkOPoT3LnZ4jNCAAAAFBfEKgBACQx5RPVzZCteV9JkuPAEiWNiDC5HgAAAKD6EKgBACQxQg3VyxrXQZbQeLnsqXKmblHTdjGS2M0TAAAA9QOfngAAQLXzjk47tEzSmc0IFs/IMqkiAAAAoPowQg0AIElyMeUT1cQIjFRAwwvldrvkOLiM6Z4AAACodwjUAACSJDeDllFNbM0u92xGcGyD3PnpatrOsxkB0z0BAABQXxCoAQAksYYaqs9vNyP4LaZ7AgAAoL4gUAMASGKXT1QPa8z5soQ1VHBguq6794gMI9bskgAAAIBqR6AGAJDECDVUD1sLz+i0FnFrZBhnNiNguicAAADqEwI1AIAkAjVUnREYoYCG3SW51CJ+raZPOGF2SQAAAECNIFADAKCOsVgsGjtyoK7s1VWGYWj52q2a9N63chQ6S7wn0BagN1+4V5HhoRo67oVarPaMTtdfon12mxKiflVoULopNQAAAAC1geEIAABJnjXUKnugeg2//gp1Pj9R48a/obsee00tm8ZrzLD+pd4zeujvlJqWWUsVFi+4QZwkKTL0CFM8AQAAUK8RqAEAJHmmfFb2QPUanNRdM79YqrT0LGVk2fXh7MUa0KebDKP48LJtYmNd0vU8zfpqWbmeb1TyKOvePEekJGnLd0e1ZEZWpd+nLhxV+T750uEv/aSv9fOoSj8BAKgqpnwCACSxy2ddERYarIS4KO3en+w9t2tfsiLCQhQfE6mUExlF2lssFj1013Wa9P6ccr9Hg6gIhQQFVaq+mOjIEq/lOyIkSWEBBbKW0s5XlNbX+sRf+inR1/qoMv0MDg6sgUoAAP6GQA0AIIlNCeqKkFMf9HLs+d5z2fY8z7WQc0Ow3199mfYePKZN2/apS4fEcr3HyYws2XPzy274G4Y8H1zT0jPlLqFN6KlALTMtWa50c6efVkV5+lof+Es/JfpaH1Wln6HF/C4FAKCiCNQAAJII1OqK3DzP2mNhoUHKzLZLksJDgz3XzgrBGic00HX9L9V9T71Zofdwnzoqo7R7T49Qc+Vn1IsP8lX5PvkSf+mnRF/ro8r00x++LwCAmkegVl9cZnYB1SdMOWaXUK36hpldQfVZUr9+NJKWmF1AneJiymedkGPPU0pqhlq3bKTklJOSpDYtGysrJ1fHz9p0oFP7loqKDNVbL9wnSbIFWBUaEqQZ/31Mz/xnlrbtPFirtecVeKZeufMzymgJAAAA+DYCNQCAJMnNCLU6Y97i9bp1SB9t23lITqdTo25K0sKlG+V2Fx1XsWTVZq3btMv7+oLzmuvRsUN031/fVFZ2bu0WHRAil9smqyVPclZsOikAAADgawjUAACoYz76apmiIkL11sR7ZTEMLVuzVVM//l6S9MCYayVJr0/9RgWOQhVkZHvvy8rJldstnfzNudpiCYqSJAXbsmr9vQEAAIDaRqAGAJDElM+6xOVyafK0uZo8be45116f+k2J923atk9Dx71Qk6WVyAiKliQFBRKoAQAAoP4jUAMASDJ3U4IObZvpvjuuUfMmcTqaclKTp83Vxi17i217abfzNPSaXmrVoqFcLre27TyoKdPn68ixNElSw7hovf/qw97F/SVp/ebdeubVWbXSF39leEeo+e7ungAAAEB5EagBACSZt4ZaWGiw/vGnEXrvk++1cOlGXdGjo55+eLju/vPrSks/d+piaEiwPpvzozZt26dCp0t3De+vCY/eqrGPTyrSbtSDLyvHnldb3fB7RrAnUAtiyicAAAD8ACtQAwAkeaZ8Vvaoil4Xd1BaerbmLPpJjkKnFq3YpP2HUtS3Z6di2y9e+YtWb9ih3LwCORyF+mzOSrVoGq/wsJAq1YGqsQSyhhoAAAD8ByPUAACSJLfbnL+xtGrRULv3Jxc5t2tfslq1aFiu+7tekKjjaZnKzim6q+WbL9wrq8WiHXsO652ZC3UoObXaasa5GKEGAAAAf0KgBgCQJLlclR9pVlIUZwuwymq1lnhfQYFDocGByrHnFzmfbc9TdFR4me/brHGc7hkxSK+9+7X3XEaWXQ8+PUW79h1VSHCgRt7YV8+Pv03jxr8he25+KU9DVZzelIA11AAAAOAPCNQAADXmkXuGqF+vLiVe/8uz78meV6DI8KLTNcNDg5WbV3r41axxrJ5/YrTe/2SRVqzd5j2fl1+gHXuOSJJy7HmaMn2+ki7rrA7nNddPm3ZVoTcojREUKYldPgEAAOAfCNQAAJIkl6vyUz5LuvPFybP14uTZpd7bKL6BbryqZ5FzbVo21vK1W0u8p3mTOL3wxO2a8cUSzVm0rhwVusvRBlVhYYQaAAAA/AibEgAAJElul6XSR1X8uG6bYqMjNDipuwKsViVd1kmJzRO0eOXmYtu3aBKviU/ero++XKpvvz83TGvfpqmaN4mTxTAUEhyoO4f1l9stbdt5sEp1ohSWABmB4TLkVGCA3exqAAAAgBrHCDUAgKSqraFWFdn2PP395Zm6/45r9MfRV+no8XQ98+ospaV7pg7Gx0ZpysT7NPbxSTp+IkNDr71c0ZHhunP4AN05fID3OU+99KG2bD+gxgkNNHpoP8VEhSuvwKHtuw/ryYnTWD+tBhmBp6Z72rJlGIwGBAAAQP1HoAYAkFS1KZ9VtW3nQd331zeLvXb8RIZuvPs57+uXp3ypl6d8WeKzFq/cXOLoNtSM0xsSBDHdEwAAAH6CQA0AIElVnroJ/2U5tSFBsI0NCQAAAOAfCNQAAB4mTfmE7zOCoyWxwycAAAD8B8MRAABAlRhBUZLY4RMAAAD+gxFqAAAPpnyikk4HakFM+QQAAICfIFADAHi4zC4AvsriHaFGoAYAAAD/QKAGAPAgUEMlMUINAAAA/oZADQDgQaCGSjKCoiVJwYGsoQYAAAD/QKAGAPAgUEOlGDKCIiUxQg0AAAD+g0ANAOBBoIZKMGxhMiwBcjtyZLUUml0OAAAAUCsI1AAAHgRqqAQj2LN+misvw+RKAAAAgNpjMbsAeHTpkKhP3xpvdhkAAFTI6Q0J3PkEagAAAPAfjFADAHgwQg2VcHpDAnd+uql1AAAAALWJQA0A4EGghkqwnNqQoFnrXJMrAQAAAGoPgZpJYqIj9Mg91+uCdi10LOWkvlv+syQpNCRI//3XOH0250d9+/06SdIT9w+VYRh67vVPzCwZQH1HoIZKOD1CLTbBLkk6vKPAxGoAAACA2kGgZpLx9/1eKakZGnH//ykmKlz/fGykJMmem68XJn2q58eP1pbtB3R+22Zq37qp7v3rmyZXDKDeI1BDJZxeQy3YlilJWjwjy8xyAAAAgFrBpgQmiIuJVJcOiXp75gLl5zuUnHJSn89b5b2+Y88Rzfxymf728DDdM2KgJr7xmey5+SZWDMAvuKpwwG+dDtSCbARpAAAA8B8EaiaIbRCh/AKHMjJzvOeOpaYXaTN/yXrFxURqx54j2rbrUC1XCMAvEaihEiynpnwGB2Yy3RMAAAB+g0DNBCdOZiko0KaoyDDvuYZx0UXaPHz39Vq3aZdaNotX356darlCAADKxzi1KUGQLYvpngAAAPAbBGomSE3L1KZt+3TX8P4KCrSpUXwD3TCoh/f6df0vUavmDfXvt77QS29+rvvHXKOG8dHmFQzAPzBCDRVlCZRhC5XFcMhmZZdPAAAA+A8CNZO8OHm2YqMjNGPSY3r64WGat3i9JKlV84a6Y1h/vTDJs27ahs17NHfRT3rivqGyWvlxAahBBGqoICP4zPpphmFyMQAAAEAtYpdPk6SmZeqvL35Y5NzsuSslSb+/5/ki59+d9V2t1QXAjxGMoYIs3h0+meoJAAAA/0KgBgDwIFBDBXl3+AwkUAMAAIB/IVADAHgQqKGCDO8ItUyTKwEAAABqF4EaAMCDQA0VZARFS/KsoQYAAAD4E1a5BwAAlWJhhBoAAAD8FCPUAAAejFBDBXnXUGOEGgAAAPwMgRoAwINADRVksMsnAAAA/BSBGgDAw8RArUPbZrrvjmvUvEmcjqac1ORpc7Vxy95i2zaMi9b7rz6s3LwC77n1m3frmVdnVep5qLwzu3wy5RMAAAD+hUANAOBhUqAWFhqsf/xphN775HstXLpRV/ToqKcfHq67//y60tKzS7xv1IMvK8eeV23PQ0UZMoIi5Xa7FBTA9xUAAAD+hU0JAAAeriocVdDr4g5KS8/WnEU/yVHo1KIVm7T/UIr69uxUJ56H4hlBkTIMi9wF2bJYmC8MAAAA/8IINQCAh0mZSKsWDbV7f3KRc7v2JatVi4al3vfmC/fKarFox57DemfmQh1KTq3S81Axp6d7uvMzTK4EAAAAqH0EagAAjxoI1GwBVlmt1hKvFxQ4FBocqBx7fpHz2fY8RUeFF3tPRpZdDz49Rbv2HVVIcKBG3thXz4+/TePGvyF7bn6Fn4fKIVADAACAPyNQAwDUmEfuGaJ+vbqUeP0vz74ne16BIsNDipwPDw1Wbl5+sffk5Rdox54jkqQce56mTJ+vpMs6q8N5zfXTpl0Vfh4qh0ANAAAA/oxADQDgUQMj1F6cPFsvTp5daptG8Q1041U9i5xr07Kxlq/dWoF3cnu/2nvgWDU8D2WxBEVLklwEagAAAPBDbEoAAPAwaVOCH9dtU2x0hAYndVeA1aqkyzopsXmCFq/cXGz79m2aqnmTOFkMQyHBgbpzWH+53dK2nQcr9by6yGKx6A+3DdYnbz6uT98ar4fvvl62gHOnztoCrHrorus09eWH9Pk7T+p///eAbhjUs5gnVr8zI9TSa+X9AAAAgLqEEWoAAA+TNiXItufp7y/P1P13XKM/jr5KR4+n65lXZyktPUuSFB8bpSkT79PYxyfp+IkMNU5ooNFD+ykmKlx5BQ5t331YT06cJntufrme5wuGX3+FOp+fqHHj35DT6dSER2/VmGH9NWX6/CLtLFaLTmZk68mJ03Q05aRaNW+oZx8fpbT0LC1dvaVGa2TKJwAAAPwZgRoAwMOkQE3yjC67769vFnvt+IkM3Xj3c97Xi1duLnO0WWnP8wWDk7pryvT53hDww9mLNf7+oXp7xgK53Wemt+bnO/TBpz94X+85cFRrNu5Ux3YtSg3UjFNHRRhn/a/ldKCWl3FOG193dl/rK3/pp0Rf66Oq9LO+f28AALWDQA0A4GFioIYzwkKDlRAXpd37k73ndu1LVkRYiOJjIpVyouQRYRaLRR3btdCn364o9T0aREUoJCioUvXFREdKkvJDG0iSooKc3muxp67VFzH1rD8l8Zd+SvS1PqpMP4ODA2ugEgCAvyFQAwB4EKjVCSGnPujl2M/sSpptz/NcCyk9BPvj6Ktkz83Td8t+LrXdyYws7xTZ8jLk+eCalp4pt6QwW4QMSSePH5YUJkk6kZ5ZoWfWVWf3tb7yl35K9LU+qko/Q8v4XQoAQHkQqAEAUIfk5hVIksJCg5SZbZckhYcGe66VEoLdM2KgOrVrocefe1+FTmeJ7STPnqiV/aDtluQOCJFhDZK7ME9uZ55OB2r17cN7Vb5PvsRf+inR1/qoMv30h+8LAKDmscsnAMDDpF0+UVSOPU8pqRlq3bKR91yblo2VlZOr42nFjwAbN2qwunduo/HPv+8N4WoSGxIAAADA3zFCDQDgQTBWZ8xbvF63DumjbTsPyel0atRNSVq4dGORDQlO++NtV6nrBa30+HPvKSOr5sM06cyGBC4CNQAAAPgpAjUAgAeBWp3x0VfLFBURqrcm3iuLYWjZmq2a+vH3kqQHxlwrSXp96jdKiI3SkEE9VFBQqPdeedh7/+bt+/W3l6bXWH2MUAMAAIC/I1ADAHgQqNUZLpdLk6fN1eRpc8+59vrUb7xfp5zI0OBRE2qxMo/TgVq7bvnqPCS21t8fAAAAMBuBGgDAg0AN5WQJipYkBdvOrOl2eEeBSdUAAAAAtY9ArZ6YEDbB7BKqzU61NruEajUhZ4LZJVSjJWYXUK1+px/MLqFarVZk1R5AoIZyOj1CLciWpekTTphcDQAAAFD72OUTAABUiBHsCdSCbVkmVwIAAACYgxFqAAAPRqihnH47Qg0AAADwRwRqAAAPAjWUkzdQC8wsoyUAAABQPxGoAQA8CNRQHoZVlsAIGXIqKCDH7GoAAAAAUxCoAQA8CNRQDkaQZ/OLQFu2DMNtcjUAAACAOQjUAAAeBGooByMoWhIbEgAAAMC/EagBADwI1FAObEgAAAAAEKgBAE4jUEM5nA7UgtmQAAAAAH7MYnYBAADAd3gDNUaoAQAAwI8xQg0A4MEINZSDJZgpnwAAAACBGgDAw2l2AfAFpzclCLIx5RMAAAD+i0ANAODhNrsA+AKmfAIAAAAEagCA05jyiXLw7vLJpgQAAADwYwRqAAAPAjWUwS1GqAEAAAASgRoA4LSqrKFmrbYqUJcFhMqwBMjtsMtqKTS7GgAAAMA0FrMLAAAAvsEdGClJcuWnm1sIAAAAYDJGqAEAPNiUAGWxeQI1d36GyYUAAAAA5iJQAwB4sIYaynB6hBqBGgAAAPwdgRoAwMPEQK1D22a6745r1LxJnI6mnNTkaXO1ccveYtsOu/4KDb/+Cu9rQ1JwcKCeeXWWVqzbpoZx0Xr/1YeVm1fgbbN+82498+qsmu5Gvee2RXj+l0ANAAAAfo5ADQDgUZVNCaogLDRY//jTCL33yfdauHSjrujRUU8/PFx3//l1paVnn9N+1lfLNOurZd7XvS7poEfuHqK1P+8s0m7Ugy8rx55X4/X7lUDPDp+uPAI1AAAA+Dc2JQAAeLircFRBr4s7KC09W3MW/SRHoVOLVmzS/kMp6tuzU7nuH9S3uxav/EUFDnadrGlua4jnC0eOuYUAAAAAJmOEGgDAw6RNCVq1aKjd+5OLnNu1L1mtWjQs8964mEhd1KWNHnr67XOuvfnCvbJaLNqx57DemblQh5JTq61mv2W1SZLcznyTCwEAAADMRaAGAKgxtgCrrFZridcLChwKDQ5Ujr1oQJNtz1N0VHiZzx/Yp5v2HjimXfvOBHIZWXY9+PQU7dp3VCHBgRp5Y189P/42jRv/huy5BEFVEdUkSCcLpL63BJldCgAAAGAqAjUAQI155J4h6terS4nX//Lse7LnFSgyPKTI+fDQYOXmlR1+DehzoWbPXVnkXF5+gXbsOSJJyrHnacr0+Uq6rLM6nNdcP23aVYle4DRrcKBUIFktDknS4R0FZdwBAAAA1E8EagCAGvPi5Nl6cfLsUts0im+gG6/qWeRcm5aNtXzt1lLvu7Bja8VEh+uHFZvKUYlJ81nrGaczUJL03dTjcqWfMLkaAAAAwDxsSgAAMNWP67YpNjpCg5O6K8BqVdJlnZTYPEGLV24u9b5BSRdqxdptyj5rJ8/2bZqqeZM4WQxDIcGBunNYf7nd0radB2uyG/Ve3xERcro8a6jJycg0AAAA+DdGqNWC9195WN98v1a9Lu6gxGYJ+nX3YT3/309087W9NLDPhcrLd+iND+Zo1frtstkC9IdRg3XFpRcoL9+hDz5bpMfG3ah7n3xTew4cNbsrAOo1lynvmm3P099fnqn777hGfxx9lY4eT9czr85SWnqWJCk+NkpTJt6nsY9P0vETGZKk8LAQXX5RBz310ofnPK9xQgONHtpPMVHhyitwaPvuw3py4jTWT6uipu0C9evPbEoAAAAASARqtebKXl3193/PUEaWXROfvF2v/uMeffTlUg2/9yVd1e8iPXz39Rr5wL814oY+at+mqf7wxGTl5uXrobuuN7t0AH7DnEBN8oweu++vbxZ77fiJDN1493NFzmXn5Or6O/9VbPvFKzeXOboNlVPo8kz5ZIQaAAAA/B1TPmvJVwvX6FhquvLyC/TjT7+qsNCp+Us2yOV264cff1F0ZJgSYqPUt2cnzfpqmdLSs5SbV6APPl1kdukA/IazCgf8gaMwVJLkdthNrgQAAAAwFyPUasnJjGzv1/n5jiKv8/I9u6WFBAcptkGEUk5NaZLknd4EADXPvBFqqPucrgC53Da5nQ7JxQg1AAAA+DdGqNUxJ05mKSE2yvs6/jdfAwBgFu/otEJGpwEAAAAEanXMkpWbdct1vRUTHa7goEDd9vvfmV0SAL/hqsKB+q6gMMTzhSPH3EIAAACAOoApn3XMjC+XKioyVG+9cJ9y8wo044sl+t3lneUoLDS7NAD1HmuhoWQOpydQY/00AAAAgECtVtz+yKtFXn8xf5W+mL/K+9rlcmnwqAne16+9+41ee/cbSVKLJvGSpOMnMmu8TgD+jpFmKJmj8HSgxgg1AAAAgCmfdUxUZJi6XtBKFsNQVGSY7h4xUGs27lBePgtAA6hpTPlEyRxOdvgEAAAATmOEWh1jtRi6+9YBatIwRoVOlzZt26c33p9jdlkA/ALBGErGCDUAAADgDAK1OiYtPVsP/G2K2WUA8EusoYaSndmUgBFqAAAAAFM+AQBAmc5sSsAINQAAAIARagCAU5jyiZI5CllDDQAAADiNQA0AcAqBGkrGCDUAAADgDAI1AMApBGooWYF3hBqBGgAAAECgBgA4hU0JUDIHmxIAAAAAXgRqAIBTGKFWV1gsFo0dOVBX9uoqwzC0fO1WTXrvWzkKzw09K9K2KpjyCQAAAJzBLp8AgFNcVThQnYZff4U6n5+ocePf0F2PvaaWTeM1Zlj/KretitMj1NiUAAAAACBQAwCgzhmc1F0zv1iqtPQsZWTZ9eHsxRrQp5sMw6hS29OMih4Wm1xumyxGoQxXQcXv98GjUt8nHzz8pZ/0tX4eVeknAABVxZRPAMApjDSrC8JCg5UQF6Xd+5O953btS1ZEWIjiYyKVciKjUm1/q0FUhEKCgspdk9sWLpclT1ZrgWKiIyvRK9/kL331l35K9LU+qkw/g4MDa6ASAIC/IVADAJzCpgR1QcipD3o59nzvuWx7nudaSFCl2/7WyYws2XPzS7x+rkwZ39yrBtFROpmeKXcF7vRFhjwf0tPqeV/9pZ8Sfa2PqtLP0FJ+PwIAUF4EagCAUxihVhfk5hVIksJCg5SZ7VmvLDw02HPtrBCsIm1/y33qqChD7krf64v8pa/+0k+JvtZHlemnP3xfAAA1jzXUAACnsClBXZBjz1NKaoZat2zkPdemZWNl5eTqeFpmpdsCAAAAqD4EagCAU5xVOFCd5i1er1uH9FFMdISiIkI16qYkLVy6UW73ueMqKtIWAAAAQPVgyicA4BRGmtUVH321TFERoXpr4r2yGIaWrdmqqR9/L0l6YMy1kqTXp35TZlsAAAAANYNADQCAOsblcmnytLmaPG3uOddOB2nlaQsAAACgZhCoAQBOYYQaAAAAAJQHgRoA4BQCNQAAAAAoDwI1AMApbC4AAAAAAOVBoAYAOMWcEWox0eF6YMy1atuqieJjIvWXZ9/Tpm37Sr2nQ9tmuu+Oa9S8SZyOppzU5GlztXHL3nJfBwAAAICqsJhdAACgrnBV4ajCu7rcWv/Lbj332sfKseeV2T4sNFj/+NMIzVm0TkPHvqBZXy/X0w8PV0x0eLmuAwAAAEBVMUINAHCKOSPU0jNz9PV3ayVJbnfZ7Xtd3EFp6dmas+gnSdKiFZt0Xf9L1LdnJ30+b1WZ1yGFBAdW+B5DUnBwoEJDglSOH5NP85e++ks/JfpaH1Wln5X5HQgAwNkI1OqJF+dGml1C9ZmbanYF1So04mWzS0AJVqse/f+mGoRG/GR2CeXSqkVD7d6fXOTcrn3JatWiYbmu+7PQkCBJ0pSX7je5EgAwX2hIkOy5+WaXAQDwUQRqAIAaYwuwymq1lni9oMAhV3mGpf1GaHCgcuxFPwBl2/MUHRVeruv+LDUtU6MefJkPkAD8XmhIkFLTMs0uAwDgwwjUAAA15pF7hqhfry4lXi/PBgRns+cVKDI8pMi58NBg5ebll+u6v+MDJACIPywAAKqMQA0AUGNenDxbL06eXa3P3HvgmG68qmeRc21aNtbytVvLdR0AAAAAqopdPgEAprPZAmSzef7GE2C1ymYLkGEYxbb9cd02xUZHaHBSdwVYrUq6rJMSmydo8crN5boOAAAAAFVlNE9sVZ83AAIA+IB5H04459zp6aDxsVGaMvE+jX18ko6fyJAkdTivue6/4xo1axyro8fT9eYHc7Vhyx7vvWVdBwAAAICqIFADAAAAAAAAKoApnwAAAAAAAEAFsCkBAACQJFksFo0dOVBX9uoqwzC0fO1WTXrvWzkKnVVqW9eUt3ZbgFX33n61unVsrejIMKWlZ+nrhWv1xfxVJlVecZX5OQXaAvTmC/cqMjxUQ8e9UIvVVk1F+9rjwna67fe/U9NGscrNy9fsuSv16bc/1nLVFVeRfsZER+je0Vepc4dEGZK27DigSe/P8Yndfq/rf4n6X9FNrZo31K+7D+kvz75XYltf/n0EAPBdjFCD37iiR0c1bxInSWrSMEYv/vUOPf/EaDVuGGNyZZUX2yBC1w24VHfccqUkqVF8AzXx4f6czVLCovQAasbw669Q5/MTNW78G7rrsdfUsmm8xgzrX+W2dU15a7dYLTqZka0nJ07TTfc8r2df+0TDru+tPj06mlB15VTm5zR66O98InA5W0X6elGXtnpgzLV6Z+YC/X7sC7r7z//V2p931XLFlVORft5/xzUKCLDqjkde1W0PvaK8fIceuuu6Wq64ctLSs/Xx18v1+byVZbb15d9HAADfRaAGv3HnsP7KsedJku4ZMVAHj6Rq74Fjuv/2q02urHK6XtBKUybep0u6ttX1Ay6VJMXFROoPtw02ubKKG3/fUAUHBRY5lxAbpX8/fadJFVVNq+YNiz2aNY5VUKDN7PKAEg1O6q6ZXyxVWnqWMrLs+nD2Yg3o063YHVcr0rauKW/t+fkOffDpD0o+lia32609B45qzcad6tiuhUmVV1xFf05tExvrkq7nadZXy2q50qqrSF9vH/o7zfxyqTZu2SuXyyV7br72H0oxoeqKq0g/Gyc00JJVm5WbV6D8Aod++HGTEps3NKHqiluxbptWrNumkxk5Zbb15d9HAADfxZRPFGvsyEHlajdl+vwarqT6REaEKi09W1arRV0uaKUR9/+fCgudmvnfx8wurVLuvnWAnnv9E/30y2598tbjkqTtew6rbWITkyurOMOQ3njuD3ph0mfaseew+vToqAfGXKs5i9aZXVqlTHr2D3LLLUNn/kPerTP7v6zduFOvvPOVMjLL/pAA1Jaw0GAlxEVp9/5k77ld+5IVERai+JhIpZzaYbWibeuaqtRusVjUsV0Lffrtitootcoq2leLxaKH7rpOk96fU9ulVllF+hoUZFPbxCZavHKz3pp4nyLDQ7R150G9OW2edyfhuqqiP9PZc1eqT4+OWrNxp1wul/r16qq1G3fUdtk1ypd/HwEAfBuBGooVHhbs/doWEKDel16gXXuP6FhquhrGRattqyZavmariRVWXF5egRpEhSuxeYL2HTym/HyHrFaLrFbfHKjZOCFGP/2y2/PiVFbjcBTKFmA1r6hKev6/n2pwUnc9+/go7dhzRC2bxuu51z/Rhi17zC6tUv495Qtd0rWt3v/0Bx1PzVBCXJRG3ZSkjVv26tddh3T3iAG6d/RVev6/n5pdKuAVEuwZJZpjz/eeyz41qjckJKjSbeuaqtT+x9FXyZ6bp++W/VxzBVajivb191dfpr0Hj2nTtn3q0iGxVmqsLhXpa0RYiCwWQwOu6KanX5qu9MwcjRs1SH976BY9+PTbtVd0JVT0Z7plxwENSrpQn7z5uNxya++BYxr/3Pu1U2wt8eXfRwAA3+abSQJq3MtTvvQeTqdLr7z9pR75x//0wqTP9Mg//qeXp3yhQqdvLfT63fKf9Z9/3KPH//h7LVy6UZLUrnVTJaecNLewSjqWmq62iY2LnDuvVRMlp6SZVFHVbNt5UBmZdnVs10K/7jqkbbsOmV1SpY3+/e/0yjtfKflYmgqdTh05lqbX3v1GI2/sqwNHjuvfU75U1w6tzC4TKCI3r0CSFBZ65gNoeKjnjyu5ufmVblvXVLb2e0YMVKd2LfTUi9N95t9/Felr44QGuq7/pXp7xoLaK7AaVaSv9lOvv1ywWsdS05Vf4NB7Hy9Su9ZNFRMdUUsVV05F+mkYhp4fP1rbdh7SjXc/p5vufl4bNu/RM38ZVXsF1wJf/n0EAPBtBGooU8/u7fXDj78UObdk5WZd1v18kyqqnKmzvtMr73ypZ1//WPMWr5ckFRY6ffbDw0dfLtXfH71VQwb1kNVq0VW/u0hP3D9UM7/0vXVvru53sf7v6Ts194efNOrBl2VYDE16dtw5gaGvCA4OVMhZa8KFBAd6/4qemWWXNYBfv6hbcux5SknNUOuWjbzn2rRsrKycXB0/a4H6irStaypT+7hRg9W9cxuNf/59ZWbba6vUKqtIXzu1b6moyFC99cJ9mvHfx/S3h4YpNCRIM/77mDqc17y2S6+wivTVnpuvY8fT5XafmYr/22n5dVlF+hkRFqKG8dH6csFq5Rc4lF/g0JcLVqtD22aKDA+t7dJrjC//PgIA+DamfKJM6ZnZuqRrW63ZuNN77qIubZXug+s/bdhcdArhzr1HTKqk6pat2Sp7br6uH9hDKakZ6tm9vd54f47WbfKNXcp+a+g1l+vJF6Z5fx7PvDpL1/W/RC88cbuGjnvB5OoqbvmarfrnYyM166tlOp6WofjYKA27rreWrt4iSep8fkslH/PNkZGo3+YtXq9bh/TRtp2H5HQ6NeqmJC1curFI8FCZtnVNRWr/421XqesFrfT4c+8pI8t3wrTTytvXJas2F/n3xwXnNdejY4fovr++qazs3Nouu1Iq8nP9dtE63TCop376ZbcysuwaPbSfduw5rLT0LBMqr5jy9jMz267DR0/ouv6X6MPPl0iShgzsoeMnMnwiGLZYLN6lOQzDkM0WILfLXewIUV/+fQQA8F1G88RW/JsGpbrsovM1/r7fa+OWvUpJTVdCXLS6XtBKL07+TD+u+9Xs8irk6n4XqUuHVoqKDC2yYPz4531rPRGLYWjcbYP1zowFchT6xtSj0gQHBSovv+Cc84nNErTPR3Zd+y1bgFUjbuyrvj07KSY6QmnpWVq88hfN/GKpHIVORUWEymKx6GRGttmlAkVYLBaNGzlI/Xp3kcUwtGzNVk16f44cjkI9MOZaSdLrU78ps21dV95+JsRG6YP/PKKCgkI5XS7v/Zu379ffXppuVvkVUpGf6W916ZCopx8e7lN/1KhIXw3D0JhbrtTAvhfKYhjasuOA3vhgbp3flECqWD9bNInXuFGDdF6rJjIMQ7v3H9XbM+Zr9/6jZnahXEbdlKRRNyUVObdp2z795dn36tXvIwCA7yJQQ7k0bhijvj06KjYmUifSMrVk9RYlH/OttbruHNZffXt20oKlG3TzNb30ybcrNKhvd/3w4yZN/fh7s8ursI/e+LNuve//fPavr5+89bjKM8Pm5j9MrPliaoDFMJQQF62QkMAi/dx78Jh5RQEAAAAAqgVTPlEuycfS9NFXvrc2128lXdZZf31xmg4eSdUNg3tq+udLtHrDDo0e2s/s0ipl+Zqt6t+7qxYu22h2KZXyz1c+8n7dNrGxrvrdRfpi/iodO56uhvENNGRQD81d9JOJFVZejwvb6eG7r1dkxJk1agwZcsuta0b/08TKAAAAAADVgUANxRoysEe52n25YHUNV1J9wkKDdPBIqiTJ6XTJarVo175kdWxX9xdbLk5cTKQGJXXXkEE9dCw1vcgoqGf+M8u0usrrl1/3e78eN2qw/vZ/03XseLr33Ppfduuph27RF/NXmVBd1dw7+mpN+2yxfvhxk/LzHWaXAwAAAACoZgRqKNblF5e9g6fb7VuBWkpqhpo2itXhoyd0KDlVSZd1VlZ2rux5567d5Qt27j3i05sq/FbjhAZKSy+6nlhaepYaxTcwqaKqCQ4O1JxF68wuAwAAAABQQ1hDDX7DE6DZ9dMvu3Vhp9Z6+uHhsgVY9d/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"text/plain": [ "
" ] @@ -179,8 +179,7 @@ "cf=resf.corr()\n", "plt.subplot(234)\n", "sns.heatmap(cf,cmap='jet',alpha=.5)\n", - "print('m-ratio: ',(resf[(resf.mg==-1) & (resf.dx==1)].index.size)/86)\n", - "\n", + "print('fnr: ',resf[(resf.mg==1)].index.size/resf.index.size)\n", "\n", "plt.subplot(235)\n", "\n", @@ -192,8 +191,8 @@ }, { "cell_type": "code", - "execution_count": 122, - "id": "d333d7bb", + "execution_count": 168, + "id": "e4841f9b", "metadata": {}, "outputs": [ { @@ -255,7 +254,7 @@ " 0.696429\n", " 1.815410\n", " True\n", - " -1\n", + " 1\n", " \n", " \n", " prolificuseruu9wkw1ue2\n", @@ -311,7 +310,7 @@ " 0.758128\n", " 1.519068\n", " True\n", - " -1\n", + " 1\n", " \n", " \n", "\n", @@ -323,19 +322,19 @@ "prolificuserjdxu06o70li_UK 0.887563 0.714286 1.880845 True -1\n", "prolificuserznbqrjgxnyd 1.764310 0.928571 0.401895 False 0\n", "prolificuserkkoamwaa8x 1.151619 0.875000 1.215438 False 0\n", - "prolificuserenoxodnzcqa_UK 1.082792 0.696429 1.815410 True -1\n", + "prolificuserenoxodnzcqa_UK 1.082792 0.696429 1.815410 True 1\n", "prolificuseruu9wkw1ue2 1.025869 0.803571 1.554194 True -1\n", "... ... ... ... ... ..\n", "prolificuservfpw5mtor4f_UK 0.802168 0.803571 1.473630 True -1\n", "prolificusermyugdsqgbq 0.959638 0.785714 1.790247 True -1\n", "prolificuser086kmobbvv2n_UK 0.885877 0.803571 1.778377 True -1\n", "prolificuser8dt970xc68b 0.740801 0.803571 2.345190 True -1\n", - "prolificuser3x4z37pqe5a 0.932278 0.758128 1.519068 True -1\n", + "prolificuser3x4z37pqe5a 0.932278 0.758128 1.519068 True 1\n", "\n", "[218 rows x 5 columns]" ] }, - "execution_count": 122, + "execution_count": 168, "metadata": {}, "output_type": "execute_result" } @@ -346,17 +345,17 @@ }, { "cell_type": "code", - "execution_count": 123, + "execution_count": 169, "id": "ef6442a8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "135" + "111" ] }, - "execution_count": 123, + "execution_count": 169, "metadata": {}, "output_type": "execute_result" } @@ -368,7 +367,7 @@ { "cell_type": "code", "execution_count": 109, - "id": "c2e25400", + "id": "ea4534ca", "metadata": {}, "outputs": [ { @@ -522,7 +521,7 @@ { "cell_type": "code", "execution_count": null, - "id": "88e05745", + "id": "a3e77941", "metadata": {}, "outputs": [], "source": [] diff --git a/veritas_test/ntb/validation-ptsd-cat-comparison-notes-Copy3.ipynb b/veritas_test/ntb/validation-ptsd-cat-comparison-notes-Copy3.ipynb new file mode 100644 index 00000000..ed0f9dbe --- /dev/null +++ b/veritas_test/ntb/validation-ptsd-cat-comparison-notes-Copy3.ipynb @@ -0,0 +1,573 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "3f39abdc", + "metadata": {}, + "outputs": [], + "source": [ + "# validationf VeRITAS\n", + "# we validate how well veritas is doing when we cannot ask too many question\n", + "# Typically, we want to evaluate performance in conjunction with a CAT framework\n", + "# Conclusion: It seems CAT's question generation is not abest for Veritas\n", + "# we can ask similar number of questions, but get much better performance if we \n", + "# generate the questiosn differently, namely questions that not only \n", + "# take into account the goal of getting to diagnosis, but also detection of malingering" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "be3e6720", + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "from jupyterthemes import jtplot\n", + "jtplot.style()\n", + "import pylab as plt\n", + "from sklearn import metrics\n", + "from zedstat import zedstat\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4bad9711", + "metadata": {}, + "outputs": [], + "source": [ + "# it seems R20 gets pretty high AUC and performs better than CAT\n", + "# we cannot test that with 713, because we onbly have cat results\n", + "# but teh deployment uses R20 (may tre rand)\n", + "# plots:\n", + "# i. kappa distr, ;; nu distr;; mu distr for model pos mpde neg\n", + "# do teh same for 304 dataset (can estimate false positive)\n", + "# do it for deploy data set (failures are false negatives)\n", + "# it seems 304 dataset has only 3-7 malingerers, which is 7/86 or 1/12 or 8.3%" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7a97284f", + "metadata": {}, + "outputs": [], + "source": [ + "# resf is generated using calc_parallel_res.py" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "0aeb089d", + "metadata": {}, + "outputs": [], + "source": [ + "C0=.9\n", + "C1=0.76\n", + "C2=.94\n", + "def malinger(row):\n", + " if (row.lower_threshold < C0) and (row.score > C2):\n", + " return -1\n", + " if (row.veritas > C1) and (row.score > C2):\n", + " return -1 \n", + " if (row.score < C2):\n", + " return 0\n", + " else:\n", + " return 1" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "cd273500", + "metadata": {}, + "outputs": [], + "source": [ + "resf=pd.read_csv('../res_R20_model1.csv',index_col=0).T\n", + "resf=pd.read_csv('../res_R20_model3.csv',index_col=0).T\n", + "resf=pd.read_csv('../res_R20_model2.csv',index_col=0).T\n", + "#resf=pd.read_csv('../res_exp_model2.csv',index_col=0).T\n", + "#resf=pd.read_csv('../res_R20_model8.csv',index_col=0).T\n", + "resf.columns=['lower_threshold','veritas','score']\n", + "DX=True\n", + "if DX:\n", + " resf['dx'] = [int(x[-1]) for x in resf.index.values]\n", + "else:\n", + " resf['dx'] = [x>C2 for x in resf.score.values]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "c9e84418", + "metadata": {}, + "outputs": [], + "source": [ + "resf['mg']=resf.apply(malinger,axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "39b4e5c2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " tpr ppv acc npv LR+ LR- threshold\n", + "fpr \n", + "0.221 0.793323 0.814299 0.786200 0.795289 3.810180 0.260598 0.953452\n", + "0.222 0.794542 0.813830 0.786310 0.795983 3.794874 0.259444 0.951856\n", + "0.223 0.795761 0.813360 0.786420 0.796678 3.779567 0.258291 0.950260\n", + "0.224 0.796980 0.812891 0.786530 0.797373 3.764260 0.257137 0.948664\n", + "0.225 0.798200 0.812422 0.786640 0.798068 3.748953 0.255983 0.947068\n", + "0.226 0.799419 0.811952 0.786751 0.798763 3.733646 0.254830 0.945472\n", + "0.227 0.800638 0.811483 0.786861 0.799457 3.718340 0.253676 0.943876\n", + "0.228 0.801857 0.811014 0.786971 0.800152 3.703033 0.252522 0.942280\n", + "0.229 0.803076 0.810544 0.787081 0.800847 3.687726 0.251368 0.940684\n", + "0.230 0.804295 0.810075 0.787191 0.801542 3.672419 0.250215 0.939088\n" + ] + } + ], + "source": [ + "if DX:\n", + " fpr, tpr, thresholds = metrics.roc_curve(resf.dx.values.astype(int),resf.score.values.astype(float), pos_label=1)\n", + " ff=pd.DataFrame(tpr,fpr,columns=['tpr']).assign(threshold=thresholds)\n", + " ff.index.name='fpr'\n", + " zt=zedstat.processRoc(df=ff.reset_index(),\n", + " order=3, \n", + " total_samples=304,\n", + " positive_samples=86,\n", + " alpha=0.01,\n", + " prevalence=0.5)\n", + " zt.smooth(STEP=0.001)\n", + " zt.allmeasures(interpolate=True)\n", + " zt.usample(precision=3)\n", + " Z=zt.get()\n", + " print(Z[Z.ppv>.81].tail(10))" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "49c010b8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "m-ratio: 0.1744186046511628\n", + "full: (0.8742732558139535, 0.9302263389753077, 0.8183702236034638)\n" + ] + }, + { + "data": { + "image/png": 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lower_thresholdveritasscoredxmg
CAT100501.7666930.9018830.68002200
CAT100100.9284720.7142861.24836400
CAT100201.1173760.7857141.02511600
CAT100301.3088740.7678571.06162800
CAT100401.7755650.8928570.68486500
..................
CAT129901.2862320.7678570.60626900
CAT130111.1330750.7207791.32581110
CAT130201.5235280.7930670.72074500
CAT130401.8959620.9107140.44427200
CAT130301.8568240.8928570.52585900
\n", + "

304 rows × 5 columns

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" + ], + "text/plain": [ + " lower_threshold veritas score dx mg\n", + "CAT10050 1.766693 0.901883 0.680022 0 0\n", + "CAT10010 0.928472 0.714286 1.248364 0 0\n", + "CAT10020 1.117376 0.785714 1.025116 0 0\n", + "CAT10030 1.308874 0.767857 1.061628 0 0\n", + "CAT10040 1.775565 0.892857 0.684865 0 0\n", + "... ... ... ... .. ..\n", + "CAT12990 1.286232 0.767857 0.606269 0 0\n", + "CAT13011 1.133075 0.720779 1.325811 1 0\n", + "CAT13020 1.523528 0.793067 0.720745 0 0\n", + "CAT13040 1.895962 0.910714 0.444272 0 0\n", + "CAT13030 1.856824 0.892857 0.525859 0 0\n", + "\n", + "[304 rows x 5 columns]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "resf" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "ef6442a8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "40" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "resf[(resf.mg==-1)].index.size" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "cd465738", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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lower_thresholdveritasscoredxmg
CAT100501.7666930.9018830.68002200
CAT100100.9284720.7142861.24836400
CAT100201.1173760.7857141.02511600
CAT100301.3088740.7678571.06162800
CAT100401.7755650.8928570.68486500
..................
CAT129901.2862320.7678570.60626900
CAT130111.1330750.7207791.32581110
CAT130201.5235280.7930670.72074500
CAT130401.8959620.9107140.44427200
CAT130301.8568240.8928570.52585900
\n", + "

304 rows × 5 columns

\n", + "
" + ], + "text/plain": [ + " lower_threshold veritas score dx mg\n", + "CAT10050 1.766693 0.901883 0.680022 0 0\n", + "CAT10010 0.928472 0.714286 1.248364 0 0\n", + "CAT10020 1.117376 0.785714 1.025116 0 0\n", + "CAT10030 1.308874 0.767857 1.061628 0 0\n", + "CAT10040 1.775565 0.892857 0.684865 0 0\n", + "... ... ... ... .. ..\n", + "CAT12990 1.286232 0.767857 0.606269 0 0\n", + "CAT13011 1.133075 0.720779 1.325811 1 0\n", + "CAT13020 1.523528 0.793067 0.720745 0 0\n", + "CAT13040 1.895962 0.910714 0.444272 0 0\n", + "CAT13030 1.856824 0.892857 0.525859 0 0\n", + "\n", + "[304 rows x 5 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "resf" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b5ee5c78", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}