diff options
Diffstat (limited to 'vignettes/FOCUS_D.html')
| -rw-r--r-- | vignettes/FOCUS_D.html | 78 |
1 files changed, 26 insertions, 52 deletions
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940px; @@ -413,7 +387,7 @@ summary { <h1 class="title toc-ignore">Example evaluation of FOCUS Example Dataset D</h1> <h4 class="author">Johannes Ranke</h4> -<h4 class="date">2020-11-19</h4> +<h4 class="date">Last change 31 January 2019 (rebuilt 2021-02-15)</h4> </div> @@ -469,7 +443,7 @@ print(FOCUS_2006_D)</code></pre> <p>Next we specify the degradation model: The parent compound degrades with simple first-order kinetics (SFO) to one metabolite named m1, which also degrades with SFO kinetics.</p> <p>The call to mkinmod returns a degradation model. The differential equations represented in R code can be found in the character vector <code>$diffs</code> of the <code>mkinmod</code> object. If a C compiler (gcc) is installed and functional, the differential equation model will be compiled from auto-generated C code.</p> <pre class="r"><code>SFO_SFO <- mkinmod(parent = mkinsub("SFO", "m1"), m1 = mkinsub("SFO"))</code></pre> -<pre><code>## Successfully compiled differential equation model from auto-generated C code.</code></pre> +<pre><code>## Temporary DLL for differentials generated and loaded</code></pre> <pre class="r"><code>print(SFO_SFO$diffs)</code></pre> <pre><code>## parent ## "d_parent = - k_parent * parent" @@ -481,16 +455,16 @@ print(FOCUS_2006_D)</code></pre> ## of zero were removed from the data</code></pre> <p>A plot of the fit including a residual plot for both observed variables is obtained using the <code>plot_sep</code> method for <code>mkinfit</code> objects, which shows separate graphs for all compounds and their residuals.</p> <pre class="r"><code>plot_sep(fit, lpos = c("topright", "bottomright"))</code></pre> -<p><img 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VZbWVkVFBSYmpp269Zt7dq1I0eODAwM3L59e79+/eQOCwAAZJCYmJiQkKBWq9VqdU5OjrW1tY2NjbW1tYWFhdzRAABAxVF+ASSEqFWrVufOnQ8dOiR3kLK3c+fOxMREV1fXFStWPHr0SAihUqkMDAxSUlK2b9++Y8eOrl27/vnnn6tXr6YAAgCgSnny5MnKlSu3bdv2skNCGzZsOGDAgAkTJhgbG1dwNgAAUPGqym1BLi4uckcoF8ePHxdCREZGPnr0yN7eXggxderUjIyMe/fuzZw5U09P788//9TR0QkJCUlPT5c7LAAAqCDBwcGOjo5z584t2v7o6enp6ekVfhsVFTVnzhxHR8cLFy7IkREAAFSoqlIAjR07NiAgQKpIlCQ+Pl4IkZub++WXX/r5+Qkhbt++LYSwtbWdP3/+n3/+qa+vn5eXV1BQoFarZc4KAAAqRGxsbPfu3ZOSkgwMDAYMGPD777/fvXs3LS0tOzs7Ozs7LS3t7t27gYGBX3zxhampaWJiooeHB58TAABQvKpSANnb23/88cfKu8I5IyNDCGFtbb1mzRonJychREREROGjnTp1mjNnjvS1kZGRHAEBAEBFW7JkSWpqqoWFxZkzZ7Zs2dKrVy87O7vCTwJGRkZ2dnaenp4//fTT5cuXHR0dHz9+vHjxYnkzAwCA8lZVCiClysvLE0LY29vr6uo6OjqqVKqoqKiCgoLCCR06dJC+UF75BQBVyvvvv69SqZYvXy53ELwFpH0PFy5c6O7u/uqZtra2P/74oxAiMDCwIpIBAAD5UAC93fT19YUQFy5cuH37tpGRkaWlZVZW1v3796VHNRrNokWLpK8fPHggW0oASnTv3r3p06e3aNGibt26dnZ2PXr0+O9//yu10gDklZCQIIr8J9CrtWnTRltbOy4urpxDAQAAmVEAvd1q1aolhMjOzv74448jIiIcHR2FENJ2jzk5OaNHjz548KCWlpYQQldXV96oAJRkxYoVTk5OS5YsCQ0NTUxMvHfvXkBAwODBg93d3ZNslw8AACAASURBVF923hCACiPd7RUTE1OSyfHx8fn5+VwpDACA4lEAvd2kxsfS0vL27dtNmzaV/sdv27Ztc+fOdXFxWbduXbVq1TQajbGxsZWVldxhASiEn5/fxIkTc3JyBg0adOrUqcTExLt3727cuNHR0TE8PLx9+/Z37tyRO2PFuXv37vbt269fvy53EOD/NG/eXAixdu3aklyU5+/vL4Ro0aJFuccCAACyogB6u3l7ewshcnNzBw4cmJ+fL/3H+6ZNm+bMmXPnzp2mTZt+/PHHGo2mR48eOjo6cocFoAQhISGzZs3S1tbesWPHL7/80rFjxzp16tjZ2Q0dOvTy5cvdu3d/9OjRwIED5Y4ppkyZolKplixZotFofv755zZt2hgbG9eqVatjx44bNmwouldaoYcPH86ePbtly5Z169atXr26g4ODh4fHrl278vPzi06Ljo5WqVTSsZKLFi1ydHTs27fvjh07is75448/evbsKa3j5OQ0aNCg0NDQYi8nrVOvXj0hxP3790eOHGlrayvNHz58eGxsbOHMgQMHqlSqkydPCiEmT56sUqm6du1aNj8mKNSYMWOEEPv27fPy8jp79qxGo3nhtNDQ0P79+0sF0OjRoys0IgAAqHCUAm+3995774MPPjh+/HhsbGxISMjq1as3b95ct27dfv36devW7fbt2+PGjdPV1Z0xY4bcSQEoxIIFCzQazdSpUz/55JNiD9WoUWPbtm1OTk7BwcHHjh378MMPZUlYVH5+fp8+fXbv3m1mZtayZcuIiIgzZ86cOXNm165d+/btq169euHMiIiINm3aPHnypHDkzp07d+7c+fPPP/v27bt161aVSlVs8fXr13/zzTfS14WPShdGFe2DIiMjIyMjt2zZsmDBgsL5RV25cqVr167Gxsbvv/9+dnZ2UFDQzz//vGfPnsuXL9vZ2QkhbG1t3d3do6KiMjIyrKys6tSp4+DgUDY/IChUz549x40b5+/vHxQUFBQUZGlp2bRpUzMzM3Nzc5VKlZycnJycHB4eXtgzjh8/3svLS97MAACg3Gkgt8mTJwshrK2t3+zpcXFx1tbW0gpTp04VQtjY2OzZs8fDw0MIoVKp1q1bV7aBAbxdpMN9PD09S79UVlaWvr6+trb2w4cPXzZn9uzZQohx48aV/uVKQ/qj1dLSUktLa8WKFQUFBdL4/v37pb1Opk+fXnR+s2bNhBC2trbbt2+PiYlJSkoKCQkZMmSI9HflkSNHCmdGRUUJIYyNjQ0MDFxcXPbv33///v3CR6XLKFQq1ejRo8+fP5+QkHDkyJEPPvhAWufHH38sto6ZmZmDg8PUqVPz8/Ol8QcPHki9T//+/Ysm7Ny5sxBi2bJlJXn7y5YtE0JMmjTpNX9s/8DU1FQIkZycXLbLopxs3LhR+oTwCtbW1hs3bpQl3u7du4UQPj4+srw6AAAlpKTPP1wB9NaztrYODg7+7LPPzp079+233woh4uLifHx8hBC1atVas2ZNv3795M4IoNLJyclp3br1lStX3uzpderUefUEf39/6b6SktPT01uyZMn48ePfLNILqdXqadOmFV2zZ8+emzZt8vHxWb169cSJE2vXri2ESEpKunz5shDit99+a9++vTTT3Nx806ZNV69eDQ0NDQkJ6dKlS9GV09LSnJ2dL1++XK1atcLBGzdu/PDDD0KINWvWFN5QY2lp+eGHH/bv33/btm3/+c9/+vXrZ2hoWPiU5ORkZ2fnJUuWFI5YWFhMmDDh66+/DgkJKcMfBaqgoUOHDhw48OTJk6dPn05ISEhISFCr1RqNxsrKysrKytraukOHDp07d+YmcQAAqgj+ylcCW1vbs2fPBgQE7Nq1a+fOndnZ2e3bt/f29h46dKjUVgJAMQUFBWlpaXKn+P/k5OQ8ffq0bNfU09ObOHFisUFvb29XV9fw8PCNGzdOmzZNCKHRaH799VchRLt27YpNtrGxCQ0NTU9Pf37xadOmFW1/hBC//fabEMLd3b3YdioqlWr16tU7d+5MSUk5c+bMRx99VPTRr7/+utjKDRs2FEI8fvy4xG8UeDEdHZ0uXboUqy/LSVJSkqenZ8l/30p/BF26dKk8QwEAgP9DAaQQKpWqR48ePXr0ePz4cUBAwMSJE3v37i13KACVl76+/huc1ZWVlVWrVq38/PzExMSX9csLFiyYOXPmmDFj1qxZU+qYpdWoUaPnL1ZSqVRt27YNDw+PiIiQRurUqdO/f/9i0yIiIo4cOXLs2LGXLS7dNVbUzZs3hRAv3KHZzMzMxcXl+vXrFy9eLFYANW7cuNhkbW3tl74loLJKT0+/ceNGVlbWaz0rOTm5nPIAAIBiKICUxsnJKSAgQDoODADKVvXq1T/88MPAwMDVq1dLe/0U8/Tp03Xr1gkhevToUeHpXqB+/fovHJfO8CpWgV25cmX//v2hoaF37tyJjo7OzMx89eKWlpbFRqQ/e5cuXbp06dKXPavoPtMSKyurV78Q8FZo0KCBWq0ueaGzaNGiDRs2SHtyAQCACkABpDSNGjUS//tHCACUuW+++ebQoUMLFixo3bq1p6dn0Yeys7MHDx4cFxfXsmXLbt26yZWwqJycnBeOZ2dnCyEKL1XIy8v74osvNm/eLIRQqVQNGzbs2rVro0aNWrVqtXnz5kOHDr1wkWL3f4n/lTu2travuP3WxMSk2IiWllZJ3gtQ+ZmYmDz/O/xlatasWa5hAABAMRRASuPk5CQogACUm/bt20+fPn3RokU9e/YcOXLk8OHDnZ2dMzMzjx8/Pn/+/CtXrpiYmGzZsuX5Q9NlERMT88Lx27dvi/9dBySE+Pbbbzdv3qyrq/vtt98OHjy4Vq1ahTN37dpV8pdr1KhRXFzcl19+OWPGjDcPDQAAAJQDCiClcXR0FBRAAMrTggUL9PX158+fv2bNmmIb/TRo0GDv3r3Ozs5yZSsmOjo6PDzc1dW16GBqampQUJD43x+YQog9e/YIIcaMGfP8GWTR0dElfzlnZ+cTJ078/fffzz+k0Wj27dtXUFDQqVMn6egxAAAAoCJRACmNpaWlkZFRUlJSSkoKR4ABKA8qlWrWrFmffPKJv7//0aNH79+/X6NGDTc3t08++eSLL77Q19eXO+D/0Wg006dP37dvX9FtlX19fVNSUvT09IYMGSKN5OXlCSGe34vk6NGjYWFh0jolebm+ffuuXbs2ICDg2LFjH374YdGHNm7cOHz4cBMTk/j4+FK8oZImQRX3ZkdrtWjRosyTAACAyoMCSGlUKpWzs/OFCxdu3rzZvn17ueMAUCwXF5e1a9fKneKfBQQEdOvWbdq0aS4uLhEREWvXrt27d68QYuTIkQ0aNJDmtG7d+urVq+vWrXv//fc7deokhLh3797mzZuXLVsmFS7Hjh2LioqqX7++rq7uK16rY8eO/fr1++2333r06PGf//ynV69etra2iYmJW7duXbhwoRBiypQpBgYGpXk7Fy5cyM3N1dHRqSQ32aFyatmy5Rs8i3oRAABlY+NJBZJOFA4PD5c7CADIrEePHu+9997x48c9PDxsbW27du0qtT+dOnXy8/MrnDZv3rw6deo8fPjw/fff19PT09fXb9Cgwbx58zp27Cjd43bx4sVGjRpdvXr1H1/R39//3XffzcrKmjVrVtOmTWvWrOnk5DRv3ry8vLyxY8eWZm+ghg0bCiF27txpaGjo4eHxxuugKpg5c2a9evXkTgEAACoXrgBSIGm3CwogADAwMNi7d+/q1at/+eWX27dva2tru7q6Dho06Msvvyx6U5ilpeWVK1f8/PyOHz8eExNjaGjYqlWrYcOG+fj4CCE0Gs3u3bvNzc1LsnePmZnZmTNnNm/evHXr1qtXr2ZmZtrb2zdt2nTixImtW7cuzXuZP3++Wq0+deqUEKJu3bqlWQqKN3/+/BkzZgwdOnT79u1CiMDAQOk/hwAAQFVGAaRAFEAAUEhHR2fChAkTJkx49bS6desW29C60NixY8eOHVv4rYODw6vvlNHR0Rk+fPjw4cNf/YqvWKdbt26xsbHFjjCrW7duQEDAq9cECunr6//www/79+/PysqysrKqX7++3IkAAIDMuAVMgSiAAOCtplKp6tWr17FjR7mD4O1Wq1atzp07y50CAABUFhRACmRra2tsbPzgwYNHjx7JnQUAAMjGxcVF7ggAAKCyoABSIJVKJX3gu3nzptxZAACAbMaOHRsQEGBvby93EAAAID8KIGWS7gK7fv263EEAAIBs7O3tP/74Y2NjY7mDAAAA+VEAKRPbAAGo4pYuXarRaLZt2yZ3EAAAAKBSoABSJgogAAAAAABQiAJImbgFDAAAAAAAFKIAUiYbG5uaNWs+evQoKSlJ7iwAAAAAAEBmFECK1bhxY8FdYAAAAAAAQAgduQNUqMTExISEBLVarVarc3JyrK2tbWxsrK2tLSws5I5W9lxdXYODg69fv965c2e5swAAAAAAADlViQLoyZMnK1eu3LZtW2Rk5AsnNGzYcMCAARMmTFDSOansAw0AAAAAACTKvwUsODjY0dFx7ty5RdsfPT09PT29wm+joqLmzJnj6Oh44cIFOTKWCwogAAAAAAAgUXgBFBsb271796SkJAMDgwEDBvz+++93795NS0vLzs7Ozs5OS0u7e/duYGDgF198YWpqmpiY6OHhoVar5U5dNtzc3AQHgQEAAAAAAMUXQEuWLElNTbWwsDhz5syWLVt69eplZ2dnZGQkPWpkZGRnZ+fp6fnTTz9dvnzZ0dHx8ePHixcvljdzWalbt665ufnjx48fPHggdxYAAAAAACAnhRdAhw4dEkIsXLjQ3d391TNtbW1//PFHIURgYGBFJKsQLi4ugouAAAAAAACo8hReACUkJAghOnToUJLJbdq00dbWjouLK+dQFYdtgAAAAAAAgFB8ASTd7RUTE1OSyfHx8fn5+RwEBgAAAAAAFEbhBVDz5s2FEGvXrs3Ly/vHyf7+/kKIFi1alHusikIBBAAAAAAAhOILoDFjxggh9u3b5+XldfbsWY1G88JpoaGh/fv3lwqg0aNHV2jE8tSkSRMhRHh4+MveOAAAAAAAqAp05A5Qvnr27Dlu3Dh/f/+goKCgoCBLS8umTZuamZmZm5urVKrk5OTk5OTw8PDY2Fhp/vjx4728vOTNXIbMzc1r166dlJSUkJBgbW0tdxwAcsrNzX38+LHcKVBBsrKy5I4AAACAykXhBZAQYtWqVe7u7r6+vvHx8Wq1Wq1Wv3CatbX1/Pnzhw4dWsHxypurq+vJkyevX79OAQRUWSqVSghx9OhRU1NTubMAAAAAkIfyCyAhxNChQwcOHHjy5MnTp08nJCQkJCSo1WqNRmNlZWVlZWVtbd2hQ4fOnTvr6JTNT0Oj0Wzbtu3+/fslnB8SEiKEyM/PL5NXL0YqgMLDwz08PMpjfQCV3zvvvOPq6iqdioiqo3r16l26dJE7BQAAACqLKlEACSF0dHS6dOlSMR+FpR2FXvdZaWlp5RGGfaABWFpaXr9+Xe4UAAAAAORUVQqgivTOO+8sWrToyZMnJZx/4sSJkJAQQ0PD8ghDAQQAAAAAAKp0AXTz5s09e/YkJiY2adKkXbt2bm5uZbKsjo7O9OnTSz5/ypQpISEhurq6ZfLqxRQ9CEzaBwQAAAAAAFQ1Cj8GXhIQENCjRw9LS8t333336NGj0uCCBQvc3Nx8fX3XrFkzYsSIJk2aTJw4MScnR96oZa5WrVp169bNyMgo+Z5EAAAAAABAYZR/BdDSpUunTZum0WiEEA8ePPj4449PnDhx9+7dmTNnCiEMDQ0bNGgQFRWVmZm5YsWKxMTErVu3yh25jLm6uj548OD69eu2trZyZwEAAAAAADJQ+BVAERER33zzjUaj6dChw5w5c7y8vHJycoYMGTJ58mQdHZ0VK1akpqZeuXIlNTV17ty5KpXqt99+O3funNypy5h0axtbwAIAAAAAUGUp/AqgxYsX5+XleXl57d+/X0tLSwgxevTotWvXCiG++uqr8ePHS9N0dHRmzZoVERHx22+//fDDD23btpUzdFl75513hBBhYWFyBwEAAAAAAPJQ+BVAUusxceJEqf0RQkyaNEn64osvvig2efjw4UKIGzduVGDAiuDu7i6EuHz5stxBAAAAAACAPBReAN2+fVsI0bBhw8IRe3t7HR0dIYSDg0OxyY0aNRJCREZGVmDAiuDq6qqnpxcZGZmRkSF3FgAAAAAAIAOFF0Dm5uZCiCdPnhSOpKen5+XlCSGSk5OLTU5JSRFC1K5duwIDVgQ9Pb3GjRsXFBSwDRAAAAAAAFWTwgsgFxcXIURAQEDhyMGDB6UvTp48WWyyNCI9RWGaNWsmuAsMAAAAAICqSuEF0IABA4QQCxYs2LJly8OHDwMDAydMmKCjo6NSqXx9fePj4wtnRkdH+/n5CSG6du0qW9xyI20DxD7QAAAAAABUTQo/Baxfv35r1qw5f/78oEGDCge///77ixcvbtq0yd3dfciQIQ4ODjdv3ty0aVN6enrDhg1Hjx4tY+BywhVAAAAAAABUZQovgFQqVVBQ0IABAw4cOCCNjBgxYvTo0SkpKRcuXLh+/fqyZcsKJ9vY2GzdulVPT0+msOXonXfeUalU165dy83N1dXVlTsOAAAAAACoUAq/BUwIYWxs/Mcff9y/f3/fvn2hoaHr1q0TQpiamp48efKrr76qW7eurq6uu7v7mDFjwsLCWrduLXfecmFsbNygQYNnz55FRETInQUAAAAAAFQ0hV8BVMjGxsbGxqboiJmZmb+/v7+/v0ajUalUcgWrMM2aNYuOjg4LC3Nzc5M7CwAAAAAAqFDKvwLoH1WF9kewDRAAAAAAAFUYBVBVwUFgAAAAAABUWRRAVUXhFUAajUbuLAAAAAAAoEJRAFUVlpaWdevWffz4cWxsrNxZAAAAAABAhaIAqkKku8DYBggAAKCY3Nzc4ODgXbt2HThwICoqSu44AACUPQqgKoRtgAAAAIp5+vTprFmzLCws2rdv36dPn549ezZq1Kh58+aHDx+WOxoAAGWpqhwDD8FBYAAAAP+/Bw8eeHp6Sv891qRJE2dn56ysrHPnzl2+fLl79+4zZsyYP3++3BkBACgbXAFUhXALGAAAQKHc3Nx//etfYWFhzs7O58+fv3r16s6dOw8cOJCQkLB06VIdHR0/P78ffvhB7pgAAJQNrgCqQho2bGhkZHT//v1Hjx6Zm5vLHQcAAFS0GzduSE1HnTp13N3d27dvb2JiInco2axfvz4kJKRBgwZnzpwxMzMrHNfT05s8ebKtre2nn376n//8p0+fPnxwAgAoAFcAVSFaWlpNmzYVQly5ckXuLAAAoLwMHDhw4MCBly5dKjqYmZn59ddfu7m5ff7556tWrZoxY8bHH3/s6Oj4+++/y5VTdj/99JMQYunSpUXbn0J9+vTp3r17Wlra9u3bKzwaAABljwKoamEbIAAAFO/XX3/99ddf4+Liig726dPH399fo9FoaWk5ODg4OTlpa2s/fPiwd+/e/v7+ckWVUWpq6pUrVwwMDHr06PGyOZ9++qkQ4q+//qrAXAAAlBcKoKqFg8AAAKiCdu/effDgQSHEl19+mZycHBUVdevWrZSUlBEjRgghvvnmm3v37smdsaIlJSUJISwtLXV1dV82x87OTgjx8OHDCksFAED5oQCqErKysg4dOrR69eqIiAghRGhoqNyJAABAxVm/fr0Qwtvb+8cff6xZs6Y0aGxsvG7duo8++ujp06fLly+XNaAMpM2PkpOTNRrNy+ZIJVHhTwwAgLcam0ArXHZ29sKFC1esWJGenl44ePPmzRkzZsyePVtPT0/GbAAAoGJcv35dCDFlypTnH/r6668PHz5c+quDMzMzJ02alJycXML50o6EOTk5pXzdN1a7dm07O7uYmJjg4OD27du/cE5AQIAQolWrVhUbDQCAckEBpGTp6emenp5nz55VqVRt27Zt2bKlEGLjxo1Pnz5duHDhqVOnAgMDjYyM5I4JAADKUU5OTkJCghCicePGzz/q4uIihLh27VopXyUqKmrdunWv+6zMzMxSvm5pDBw4cP78+VOmTPnrr7+evxHswoULv/76q66ubt++fWWJBwBA2aIAUrJBgwadPXu2fv36v/32W7t27aTBtLS0X375xdTU9MyZM4MHD967d6+8IQEAQLnS09OrU6fOw4cP09LSnj/0PTc3V5pTyldp2rTpqVOnHjx4UML5v/766x9//GFsbFzK1y2NSZMmbd68+dy5cz4+Pps2bSp6FtiJEyc+++yzvLy8iRMnOjg4yBgSAICyQgGkWEeOHNm3b5+pqemJEyfs7e0Lx5s1a/bLL7989NFHhw4d+v33348cOdK1a1cZcwIAgPLWqVOn3bt3h4SE1KtXr9hDwcHB4n+7HZdSx44dSz45JCRECKGlJed+lCYmJvv37+/WrduBAwccHBy8vb2bNGmSkZFx8uTJEydOCCE+/vjjxYsXy5gQAIAyxCbQirVp0yYhxJQpU4q2P+J/B4FFRUVNnTq1cBoAAFAYX1/f4cOHL1u27MCBA/369VOpVJMnT05JSSk6R61Wz5s3TwjRpUsXmWLKrFmzZiEhIZ6enqmpqZs3b540adLs2bNPnDhhaGjo5+e3f//+V5wRBgDA24UrgBTr3LlzQojevXsXG2/evLm2tnZYWNjPP//8n//8R/p/PwAAoDDXrl0rtrNPTEzM/PnzV6xYIX27YsWKZcuWJSQkGBoaTpgwQY6MlYK9vX1gYOCtW7eOHDkSExNjaGjo4uLi6en5/O1yAAC81SiAFEs6hsPS0rLYuJGRkYuLy/Xr1x89elQ4DQAAKEZERETk/y8+Pl56KCMjo3DarFmzMjIyzMzM9u/fb25uLlPYysLZ2dnZ2VnuFAAAlKNXFUDR0dFvtqixsXHt2rXf7LkoK2ZmZunp6Wq1+vlzvt59993r168fPXpUCMEHPgAAFMbR0dHR0bHoyNOnT2/fvh0ZGVmzZs3CQUtLy169eo0ZM6Z+/foVnhEAAFS0VxVADRs2fLNFhw8fvn79+jd7LspK27ZtY2Ji9u7dO3369GIPtW7d+ueffz548KAQovB0MAAAoFQGBgbu7u7SPoCFbt26Je8ezAAAoCKV8d/6RkZGbm5uVlZWZbss3sCwYcOEEN9+++3du3eLPfTuu+8KIa5evSqEGDp0aMVnAwAAsqP9AQCgSnnVX/xPXmTVqlVaWlp6enojRowICgqKioq6e/fu0aNHx48fr6+vn5WVNX78+Llz51bYG8DLdOnSpXfv3o8fP37//feL7fScmpqqUqkKCgq8vLyq7KkfAAAAAABUHa+6Bez5sw/+/vvviRMn1qhR4/Tp00WvIrazs/vwww9HjBjRpk2bESNGODk5dejQoVzy4nVs3rz54cOHZ86c6dChQ5s2bVq1aiWEuHDhwvnz5zUajeDyHwAAAAAAqobXu/T322+/zc/P9/PzK3YPucTZ2XnRokX5+flLliwpo3goFSMjo6NHj86ePdvAwODcuXP+/v7+/v7nzp0zNDRs3769+N9dYAAAAAAAQNle7xj4M2fOCCE++OCDl014//33hRB///13KWOhrFSrVm3OnDnTpk07efLk7du3hRCOjo7vvfdeYGDg2bNn+ZUCAAAAAKAqeL0C6MmTJ0KIgoKCl03IyckRQqSnp5cyFspW9erVPT09PT09C0ekfaBDQkI0Go1KpZIvGgAAlUtp/lqU7rAGAACohF7vFjDpeK+TJ0++bIL0kLW1dalCofzZ2NhYWVmlpKRERUXJnQUAAKBUqN4AAPhHr3cFULdu3X766SdfX18PDw9nZ+dij0ZERPj6+gohPDw8yiwgyk3r1q337dv3999/N2rUSO4sAABUFhcvXpQ7AkoqLCzM39//zz//VKvVenp6jRs37tOnz5gxYwwNDeWOBgBApfN6BdC0adO2bNmSnp7eokWLr7/+unfv3g4ODkKI6OjovXv3rlq1KjMzs0aNGlOnTi2ftHhzz549u3//vhCiXr16+vr6Qoh333133759ISEhAwYMkDsdAACVRYsWLeSOgH9WUFAwc+bMJUuWSFsTqFSqZ8+ehYaGhoaGrl69es+ePdLd7gAAoNDr3QLWoEGDnTt3GhsbZ2ZmLlq0qFWrVqampqampq1atVq0aFFmZmbNmjX37NlTv379coqLNxAcHOzl5VWzZk1HR0dHR8eaNWv26NHj3Llz0gcj9oEGAKCUcnNzL126FBsbK3eQKmTq1KmLFi3S1taeNGnSzZs38/Lynj59GhgY2KZNm/j4+A8//DAsLEzujAAAVC6vVwAJIby8vKKjo5+/ttbExGTy5MnR0dEfffRR2cVDqWg0Gl9f3w4dOhw8eDA/P79Ro0aNGjXKy8sLCAho3759UFCQtrZ2WFhYdna23EkBAHiLxcTEtGzZctKkSXIHqSpOnTq1fPlyPT29wMDAZcuWOTs7a2lp1ahRw9PT8/Tp0wMHDnz69OmgQYPy8/PlTgoAQCXyereASczNzdesWbNmzZqEhITIyEg9Pb1GjRrVrl27zMOhlBYvXuzn56ejo/PNN998/fXXpqamQojk5ORVq1YtWrRoyZIlFhYWiYmJYWFhXCYNAMAraDSaY8eOhYSEPH/UqfSQECI5OVmOaFXR4sWLhRCzZs3q0qVLsYd0dHTWr19/9uzZa9euHTx4sGfPnnIEBACgMnqTAqiQlZWVdC7Y2yIxMTEhIUGtVqvV6pycHGtraxsbG2trawsLC7mjlb3bt2/Pnj1bW1t7z549RT/9mJmZzZs3r0WLFj4+PklJSUKIv//+mwIIAICXycvLGzRo0LZt2149zcfHp2LyVHHPnj07fvy4jo7OqFGjXjihWrVqI0aMmDZtGgUQAABFvWEBlJGRcebMmYsXLz55y+7EEAAAIABJREFU8sTExMTX1zcpKalGjRoGBgZlm69MPHnyZOXKldu2bYuMjHzhhIYNGw4YMGDChAnGxsYVnK38fP/997m5uV988cULP/r861//GjZs2Pr16wXbAAEA8Ep79uyR2p/mzZtbW1sfP3786dOnnp6eBgYG0dHRYWFhGo3m+++/Hz16tNxJq4SEhITs7OwGDRpIlza/ULNmzYQQd+7cqcBcAABUdq+9B5AQ4qeffqpfv76np6evr+/y5cv37t0rhDh16pS1tfWCBQvKOmFpBQcHOzo6zp07t2j7o6enp6enV/htVFTUnDlzHB0dL1y4IEfGcnH06FEhxOeff/6yCYUPUQABAPAKGzZsEEIMGzbs0qVLf/zxx6JFi4QQQ4cO3bVrV2ho6OHDh6tXr37gwAG5Y1YV2traQohX7+8jPaqjU6pL3QEAUJjXLoD8/PxGjBiRkpKira3t5ub2fwtpaaWmps6cOfOrr74q04SlEhsb271796SkJIP/x96dB9SUx/0D/9ylTXsiKkkoyVJhJvtSJpI0WbNHhsGkxsRkhCwNI0tk39cwyFqyL8lIdpGUFtVVSav22/39cX7PfXos6VL33G7v11/dcz6d+64x7vE530VVdfz48SEhIYmJifn5+aWlpaWlpfn5+YmJiaGhodOmTdPR0cnIyLC3txcIBGynrh2pqalE1K5duy8VmJubExGHw3n9+vW7d++klwwAAKBeiY+PJ6JZs2YxLwcOHEhE4odGP/3009y5cy9cuMA8EoO61rx5c1VV1ZSUlPT09C/V/Pfff0RkamoqxVwAAACyTrIGUHR0tK+vLxGNHTs2MzPz6dOn4lPOzs47duzg8/lBQUGyM45m1apVeXl5enp6ERERBw4ccHZ2NjY2VldXZ86qq6sbGxsPHjx4+/btDx8+NDU1zcnJYZYVlAONGjUiog8fPnypgDmloKAgEomioqKklwwAAKBeYR4OtWzZknnZrl27Ro0avXr1Slzg5uZGRHv27GElXkOjqKg4ZMgQkUj0zz//fLYgNzd369atRDRs2DDpRgMAAJBpkjWAAgMDicjW1vbgwYMfzbvmcDju7u4+Pj5EtG7dulqM+D3CwsKIyN/f39LSsvpKIyOjbdu2EVFoaKg0ktU9CwsLIrp27dqXCq5evUpEzZs3JyI0gAAAAL5EU1OTiIqKisRHWrVq9fz5c/FLY2NjBQUFfJhKR0FBgampKYfDCQwMNDMzmzlzZtW7nYKCglGjRmVkZPTp02fAgAE1v2xxcfGVK1f27dt39OjRZ8+e1UFwAAAAlknWAGLG0/r4+HA4nM8WuLq6EtGTJ0++P1mtYMYG9+rVqybFNjY2PB6PmTklB0aNGkVE/v7+xcXFn54tLi5mFmwaPHgwYRkgAACALzM0NCSiO3fuiI+0bt361atXeXl5zEuRSCQUCj/dIR5qXUhISOvWrZcvXy4SiYgoLi5uy5YtAwYM6NOnz61btzZv3typU6dLly7p6ent37+/htfMz8/39vZu0qSJnZ3d5MmTx4wZ07Fjx/bt24eEhNTljwIAACBtkjWA3rx5Q/8ztOSzmOEksrPnAjPbKykpqSbFaWlpQqFQbjYCmzRpkpmZ2fPnz0ePHl1YWFj1FPNw7MWLF+3atZs3bx4RRUVFMTdSAAAA8BEHBwci8vb2joyMZD4uraysRCLR3r17mYIbN25UVlaamJiwGLIh2Ldv3/Dhw7Oysvr06bNv3z4fHx9lZWXm1K1bt/r06TNr1qykpCRra+vIyEjxlL3qpaamdu/ePSAgoLi4+Mcff5w0adKoUaP09fVfvHjh4uLyxx9/fE/glJSUXbt2LVmyZOXKlWfPnv3sMzkAAACpkWxzBE1NzczMzJSUlGbNmn22ICUlhYhkZzN4a2vrixcvMo+GvroTxIYNG4ioS5cuUolW5xQVFU+ePNm7d++zZ8+ampr+8ssvXbt25XA49+7d2759u0Ag0NHROXnyZKtWrQwNDVNTU+Pi4szMzNhODQAAIHNmz54dFBSUkpLSs2fPgwcPjhs3ztnZ2c/Pb968ecnJyerq6lu2bCEiiSYcgaTi4uKmT5/OLP3j7e3NHImIiLh161bVMiUlJUdHRyMjo5pcs7S01MnJ6fnz5506ddq/f3/nzp2Z40KhcOvWrXPnzl2zZo2hoaGnp6ekaVNTU728vE6cOFH1AZu2tvZff/3l5eXF5X7LPrwAAADfSySJIUOGENHs2bPFR4jI0tJS/HLJkiVEZGtrK9Fl687p06eZH9Pe3j4iIqKysvKzZffv3x87dixTefbsWSmHZB4uGRgY1MXFX7161b1790//u/fo0SM+Pp6pGTlyJBHt2LGjLgIAAIDcYJb/y87OZjsIC2JjY62srIjo4MGDzJGJEydW/WDV09N7+/YtuyHrF0nvf5hf+NSpU5mXd+/e1dbWJiIdHZ3p06cvW7ZMRUWFiJhlCgYNGlRWVvbVa65fv56ImG1APj176tQpDoejpqYm6X/ZZ8+eMYPiVVVVR48evWTJkvnz59vY2DB/VFxcXMrLyyW6IAAAsEie7n8kawAxc6E5HM6mTZv+//dXaQBdunSJ+ejduXNnLcf8Dh4eHuKbs+bNm9vb248dO9bDw2POnDnjx48fPHhw1WdEnp6e0k9Ypw0gkUhUWVl5+fJlDw8PR0dHR0fHOXPmXLlypWovjBn6NHHixDoKAAAA8kGeboC+TUZGRkZGBvN1eXn58uXLraysOnXqNG3aNIFAwG62ekei+5/y8nJmKe7Xr1+LRKLs7GymwzJ8+HBx72b+/PlENGrUKGag+pw5c7562Q4dOhDRmTNnvlTg5OREROvXr6/ZzyQSiUQFBQWtWrUiIjs7u/T09KqnQkNDGzduTETe3t41vyAAALBLnu5/JGsAif5ntAjT92GWjzEyMlq+fLmjoyNz3MbGRtYea+zevdvAwKD6kVAGBga7d+9mJV5dN4C+6tGjR0RkbGzMVgAAAKgX5OkGCFgn0f0Ps8iAoaEh85Lp9fTt27fqPee5c+eIyMHB4f79+woKCnw+/9WrV9VcMycnh4jU1NSquXE9cOAA02aq2c8kEolES5cuJaKuXbsWFxd/evbOnTt8Pl9BQSEhIaHm1wQAABbJ0/2PZGsAEdHBgwd1dXW3bNny6NEjpnGQkpKycOFC5qytre2RI0e+utqOlLm5uU2YMOH69eu3bt1KT09PT09nHtPp6+vr6+sbGBj06tWrX79+shZbajp27Kijo5OUlJSSklLDOfMAAAAAUlNaWkpEzJLPIpHo0KFDRLRq1aqqN2/M2dLSUmtr6/Hjx+/Zs+fIkSPie9RPZWVlEVHz5s2ruQNk7osyMzNrHpXZfeyff/4RL1BdlY2NzdixY/fv33/48OFqsgEAANQFiVseioqKmzdvnjVr1uHDh2NjY+Pi4nJzc9u2bduuXbshQ4Y4ODh8aYd4dvH5fDs7Ozs7Oym8V3p6eu/evZnHSjVRVFRERB8+fKjLUNXhcrk9e/Y8e/bszZs3x48fz1YMAAAAgM/S19fn8/kpKSn5+fnFxcWpqam6uro//PBD1Zpnz54REbP5l4ODw549e+7fv1/NNZklhLKysiorK7+0KjPT+mGe/dbE+/fv4+PjNTU1+/bt+6UaJyen/fv3R0VF1fCaAAAAtUWyBpCDg8OUKVOcnJwsLCxWrFhRR5nqu4qKivfv3+fm5kr0XZWVlXWUpyaYzcJu3bqFBhAAAMBHunXrVpOyYcOGYUxHHWnUqFGfPn2uXr26e/duBwcHItLR0an60LGiomL79u1ENGjQICLS1dUloupvxnR1dU1MTF6/fn3r1q0v9WuY7UR+/PHHGuZknv/p6upWs8+Xnp4eEb1//76G1wQAAKgtkjWAwsLCwsLCGjduPG7cODc3N0tLyzqKVReys7OZhffErl+/fu/evbS0NEtLy969e7du3bpW3sjIyCgzM7OwsLCG9YsXL964caO6unqtvPu36dOnDxF9tJEqAAAAEFF0dHRNyurXfVG988cff1y9enXhwoWdOnUiovT09PLycgUFBSISiURz5859/vx5mzZtnJ2diSgpKYmImNWgqzFp0qTFixf/8ccfERERSkpKH52NjIwMDg5WVFR0dXWtYcgmTZoQ0du3b8vLy3k83uXLl8PDw9PT0xUVFS0sLFxcXNq0afPmzRsiatq0qUQ/PgAAwPeTrAHUs2fPyMjI7OzsDRs2bNiwwdraesqUKa6urjUfGcuKQ4cOrVmzRiQSPXz4kDny9u3bKVOmhIWFiWv4fP6iRYsWLFjA4/G+/x0VFBSYccU18ekNh/R16dJFTU0tNjY2MzMTdyQAAABVbd269dOD5eXliYmJd+7cuXPnjpGR0Y4dO8zMzKSfreEYPHjwlClTdu/ePXTo0ObNmwsEgrNnz7q4uERHRy9atCgsLExJSWnv3r1MS+jw4cNEVM08LIaXl9fevXujo6OHDh26f//+qg2j8+fPT5w4USgUent7Gxsb1zCkhoZGp06dnjx5EhgYuH///qdPn1Y96+Pj4+bmxkwr6927tyQ/PQAAQG2QdNXo5OTkVatWWVlZia+gpKQ0evTo8PBwoVBY22tU1wLxNvDi7erLy8uZZ0dEpKWl1blz50aNGjEvf/31V+knZH0XMAazQNLx48fZjQEAADJLnnbBqEXnz59XUVHp1KlTUVER21nqk2+4/ykrK5s2bZr4FpTH46mpqTFfa2trX7hwgSljlmHW1tZ+//79V6/59OlTpu+jqqo6ZswYPz+/P//8Uzzna8SIERUVFRL9XBs3biQiZnpaq1atFi9eHBwcvGfPHjc3N/Ezv0aNGjEbkgAAgOyTp/sfiRtAYrGxsYsXL676sMvQ0HDhwoXx8fG1mO87Xbhwgcnm4uJy9+5d5uCaNWuYj94DBw4wR8rLy/38/DgcDpfLFZdJjYw0gPz8/Ihozpw57MYAAACZJU83QLVry5YtRLR48WK2g9Qn33z/c+XKFQcHB/EiO3p6enPnzs3IyBCJRMXFxcuXL2d29dq1a1cNL/jmzZvhw4d/tI2Jtrb22rVrKysrJY335s0bZji5jo5OVFSU+HhFRcXixYuZd7G2tpb0sgAAwBZ5uv/hiEQiSQcNfeThw4fBwcFHjx5NSUlhnnj07dv32rVr33nZWmFvb3/x4sVx48YdPHhQfLBHjx537tzx9/f38fGpWjx58uR9+/ZNmDCBeXAkNd7e3gEBAQYGBqmpqdJ8349cv369f//+VlZWDx48YDEGAADIrMaNG79//z47O1vGp35LX2Zmpp6enrm5+fPnz9nOUm985/2PQCAYNGjQkydPiMjc3Lxdu3bFxcV37tzJy8vjcDhLly6VdEHu5OTkS5cuvXnzRkVFxcLCws7OTkVF5RuCeXp6BgYGqqmpFRYWcrncbt26mZubl5SU3Lp1Ky0tjYgUFBQqKioePHiARaMAAOoFebr/qYUGEEMkEm3evHn+/PnMdua1ddnvZGBgkJ6efu/eva5duzJHRCKRpqZmQUFBfHz8R6s+R0RE9O7d29LSUrxUkHTISAOopKREW1u7rKwsOztbS0uLxSQAACCb5OkGqHYJhUIVFRU+n19UVMR2lnrj++9/iouLV69evWHDhuzsbPFBGxubFStWDBgwoJZiSkYkEhkYGAgEgoiIiFOnTm3ZsoW5MWaYmZn5+/vfvHkzMDBw/vz5K1euZCUkAABIRJ7ufyRbBPqz7t+/f/z48ePHj8fHxzNHZGFVYwaz/aeGhob4SHl5eUFBARHp6+t/VNyqVSsievnypRQDyhBlZeWuXbtGRETcvn17yJAhbMcBAACoN6KiosrLy5mtx0FqVFRUFi1a9Ndff92/fz8tLU1JSaljx44tWrRgMVJWVpZAINDV1e3Zs2fPnj2XLl16+/btN2/eKCsrd+jQoWPHjkSkqKgYGBjIjF0CAACQpm9sAIlEort37x4/fvzEiRPMRptExOPx+vfv7+rq6uLiUmsBv4+RkVFsbOzt27dNTU2ZI4qKigYGBmlpaSkpKR/t1pGYmEj/t1vU0PTu3TsiIuLWrVtMA+j169e3bt3KyMjQ0tLq2rWrtbU12wEBAABkzuPHj5mVidu3b892loaIx+P98MMPbKf4/woLC6nKzaSKigqzyUZVmpqa4koAAABpkqwBVFlZGRkZyfR9qo7X7d69u6ur66hRo/T09Go74XcZNmxYbGzsihUr7OzsxE+ERo0atW7duiNHjixevLhq8Z49e4ioIc/H7t27999//33r1q1nz555eXldvny56lkLC4u1a9f+9NNPbMUDAABgRZMmTb50qqSkRPwveWZVY2jImjVrxuVy09LSioqKxJvMfiQuLo6IDAwMpBsNAABAwgaQgYHB27dvxS87duzo6urq6upqbGxcy7lqye+//75nz56EhITevXv7+vqOHDlSQ0Nj0aJFISEh//zzj7W19dChQ4lIJBKtW7eOaQC5ubmxnZo1PXv25PF4UVFR3bt3Lyws1NLSsre3b9my5bt37y5evBgTEzN48OCAgAAvLy+2kwIAAEjPu3fvqi9QVFT8559/Bg0aJJ08ILMaNWrUvXv327dvBwcHT5069bM1e/fuJSJbW1upJgMAAJC0AcR0f1q3bj1mzBhXV1cLC4u6SVVrmjZtevr0aScnp+TkZHd3dw8PDysrq+bNm1taWp46dWrYsGEWFhZGRkZPnjxhBjT9/PPPo0ePZjs1azQ0NMzNzZ89e1ZYWDhp0qT169eLV4MuLy8PCAjw9fWdO3du69atnZyc2I0KAAAgNRcuXKjmrIaGRqdOnVRVVaWWB2TZb7/9dvv27T///LNfv34f7TdCRIGBgREREU2bNm3IN5wAAMAWyRpAnp6erq6usjPRuiZsbGwePXq0aNGi/fv3FxUV3b59W3xKJBI9e/bs2bNnRKSgoODp6blixQr2ksqE0tJSIurQoQPzeEpMQUHBx8dHSUlp7ty5Xl5eDg4OfH4trCAOAAAg++zt7dmOAPXGqFGjDh06dPbs2R49egQGBo4YMYK5ZcrKylq2bFlQUBCHw9m0aZO6ujrbSQEAoMGR7N/w69atq6McdUpfX3/nzp1r1qwJDQ2NjY1NT09PS0tLT0/n8/ktWrQwNDRs3769i4uLrC1gJH05OTmvX78moi9tAz9nzpzt27e/fPnyxo0bGLoMAAAA8BEOh3Po0KHRo0eHhYW5urrOnDnT3Nz8w4cPMTExFRUVCgoKGzduHDFiBNsxAQCgIZKgAfTs2bOjR49yOJylS5fWXaC6o6mp6erqynYKmRYdHS0UCono/v37ZWVlioqKHxXweDwnJ6fVq1ffuXMHDSAAAJBLCQkJ3/aNGhoa1SwXDQ2Hurr62bNn9+3bt3bt2piYmMjISCJSUlJydHT08/Pr1KkT2wEBAKCBkqAB9PTp0+XLlxPR9OnTsXOBXHr//j0RaWho5Ofn379/v3v37p/W6OvrE1F2dra0wwEAAEhFmzZtvu0b3d3dd+zYUbthoJ7i8XhTpkyZMmVKenp6UlKSmpqaiYmJmpoa27kAAKBBk6AB9OOPP/L5/IqKikePHqEBJJcaN25MRKqqqvn5+devX/9sAygtLY2q3RAXAACgoVFXV2/ZsiXzjASgKn19ffzBAAAAGSFBA8jExMTPz++vv/6aP3/+wIEDP50fBPVd165dFRUVMzMziejy5csDBgy4efPmu3fv1NTUfvjhh/79+3O53FOnThFRjx492A4LAABQJ3Jzcz89uG/fPi8vLz6f7+bm5uLi0rp1ax6Pl5CQcO7cua1btxYXF3t6en5p228AAAAAWSDZItALFizQ1dX9/fffLS0t582bx2yprqSk9GmlpqZmLSUE6dHS0nJxcTly5AiHw7l27ZqNjU3Vs4aGhj179oyPjzc1Ne3VqxdbIQEAAOrUp/cwd+/e/f333xs1anTr1i1LS0vxcWNjY1tb2+nTp9vY2EyfPt3MzAyfjwAAACCzJGsAtWrVioh4PN6LFy/c3NyqqRSJRN+VC1ji7+9/9uzZDx8+EFHjxo1dXV1btGiRk5Nz7tw58SrggYGB2AMeAAAajn/++UcoFC5fvrxq90esXbt2f//998yZM1etWoUGEAAAAMgsyf4Zn5SUVDcxQFYUFBSUl5czX+fn56elpfH5/KysLGZeGBGJRCKsAA0AAA1KREQEEQ0YMOBLBf379yeiu3fvSi8TAAAAgIQkawDFx8fXUQ6QEX/++WdZWZmtre2VK1fKy8tDQkLEp7p06TJgwIDVq1fPnz9/xIgRn536BwAAIH+YVYEqKyu/VFBWVkZEBQUF0ssEAHVAJBJlZmaqqKhoaGiwnUWmFRcXHzp06NmzZyoqKjY2NkOHDuVyuWyHAoCvk6wB1Lp16zrKAbIgMzPz4sWLKioqwcHBbdq0yc/PDwoKKi8v19HR6dq1a/v27UUiUXh4+JMnT65cueLg4MB2XgAAAGnQ19dPSkq6fv16586dP1tw/fp1IpLZPVIzMjLS09MFAoFAICgrKzMwMDA0NDQwMNDT02M7GoCsiIiICAgICA8PLykpIaImTZqMHj36zz//lNn/r9mSl5c3cuTIy5cvV13xQ1FRcebMmWvXruVwOCxmA4Cvwkou8L8ePnwoFAp79OjRpEmTvn37nj17Vk1NbdKkSeICDoczZMiQJ0+eREdHowEEAAANxE8//bR9+3ZfX197e/t27dp9dPbly5e+vr5EZG9vz0a6L8rNzV2/fn1wcHBcXNxnC9q0aTN+/HgvL6/6NdihoqLi/Pnzly9fTklJUVVVbd++/fDhw83NzdnOBfWVUCj09PQMCgqqejArKysoKGjnzp2HDh1ycXFhK5usef36taWlJTPaUVFRsWnTpuXl5VlZWWVlZevXr7906dLjx495PB7bMQHgi75xqF5hYeGFCxeWL1/+xx9/LFu2jIiysrKYlYOh/mKGuOvq6hLRwIEDiejSpUsf1TRt2pSIcnJypJ4OAACAHfPnz1dRUSkoKOjSpcuCBQuio6NzcnJycnKio6MXLFhgbW2dn5/fqFGjefPmsZ30f0VGRpqamvr5+VXt/igqKioqKopfxsfHL1myxNTU9N69e2xk/BYREREWFhbOzs5BQUFnzpwJDg729fXt0KHD5MmTMQVPpmRnZx87dmzt2rUbN25kFhZgO9EXzZw5U9z9MTMzGz169LBhw3R0dIiopKRkxIgRFy5cYDWgrBAKhd26dSsoKODz+WvWrCkpKXnz5s3bt28LCwvHjh1LRDExMT/99BPbMQGgWiLJbdu2jfk7kWFpaSkSiY4fP66pqbl8+fJvuGAD98cffxCRgYEB20FEV69eJaLu3buLRKLY2Fgi0tXVFQqFVWvmzJlDRCtXrmQpIwAAsIb59M/OzmY7CAvOnj1bzTAZLS2tsLAwtjP+r+TkZGYze1VV1fHjx4eEhCQmJubn5zNn8/PzExMTQ0NDp02bxvw31dbWTk9Pl3LIb7j/OXfuHNPAateu3cqVK0+fPn348OFffvlFWVmZuSPNy8uru8BQQ1lZWW5ubh8NA9HW1g4KCqqsrGQ73cdu3LjBJNTX179165b4eHl5eVBQELPvrYaGxocPH1gMKSM8PDyIiMvl3r1799Oz/v7+zG/y5s2b0s8GUKfk6f5H4gYQM96HiHg8XocOHcQNoJMnTzLHZ8+eXQc55ZnsNIAKCgqUlZV5PF5CQoJIJDI2Niaihw8figtKSkqMjIyIKDIykr2YAADADnm6AfoGWVlZs2bNUlNTq/rPWk1NzT/++EPWficzZ84kIj09vaof4p+VnJxsampKRB4eHtLJJibp/c+bN2/U1dWJyMvLq7y8vOqpV69eMVPzXF1d6yApSCAhIUFfX/9LrdKff/65oqKC7Yz/h7W1NdPi+WwP9OzZs0zyf/75R/rZZI22tjYRTZgw4UsFJiYmRNS3b18phgKQBnm6/5FsDaDo6GhmlvvYsWM3btyoo6MjXujL2dl5x44dv/76a1BQ0MSJE7t16ybRlUEWqKmpjRs3bteuXdOnTw8LC7Ozs9u5c+fFixctLS2ZAl9f35SUlM6dO//444/sRgUAAJAyXV3doKCgoKCg9PT0uLg4RUXFtm3bNmnShO1cnxEWFkZE/v7+4k/wLzEyMtq2bVv//v1DQ0MDAwO/501FItGePXuysrJqWB8VFUVE+fn5q1at+ugUh8MZPXp0y5Ytqx5ctmxZQUFBhw4d9PT01qxZ81H99u3bBw8efOTIkfnz5zNrdVdUVOzatYuZ3l6T66P+++tLSkoGDBiQnp5ORK1atbKyslJXVxcKhYmJiXfv3q2oqAgJCenbt6+Tk5OM5BeJRA8fPiSiuXPnNm/e/LP1hoaGqampa9asEe8DKLO//zqtNzQ0ZJaA+Pvvv79Ub2Ji8vr166ioqOTkZFnLj3rUf0/9p8frMYnaRePHjyciW1tb8QBO+p8RQAymPYTHLxKRnRFAIpEoPT29WbNmRGRnZ7dhwwbmC5FI9P79++nTpxORgoJCREQE2zEBAIAF8vQETL4pKSkR0cuXL2tSXFxczOPxlJWVv/NNa3choSlTplS9uFAoZCa1VVPPzE/x8fFhvuXTdQyruT7qa6Xez8+PefnLL79Uv26OrOWfOHGiTOWRwfqEhAQi4nA4MpIH9aiXZr083f9wRFU28Puqtm3bxsfHX7582dbWljnC4XAsLS2Z3jkRvXjxon379hYWFs+ePav5ZRs4b2/vgIAAAwOD1NRUtrMQEd2/f9/R0fHt27c8Hk8oFPJ4vL59+/73339FRUXKysp79uwZM2YM2xkBAIAFjRs3fv/+fXZ2dtWlAOXV0aNHiUhXV9fW1jYvL6+G31V9k0JqmjRp8u7du/Dw8JosyJqQkNCmTZumTZtmZGR8z5sKhcLJo/9WAAAgAElEQVT169fXfATQtWvXoqKiVFVVZ8+e/dEpDoczadKkqhuupaenGxgYqKurM7PbPlv/8uVLZ2dnR0dHZtpOWVnZ2rVrv/RE96Pro75W6pk/eN26dbt79255eflH9YWFhVu3bhUKhZ07dz5y5Igs5H///v2OHTuI6MWLF1+qf/LkSVhYmKKiopeXV13nkeV6Y2NjFRUVIsrLy9PQ0PhsfXR09JUrV5SUlB49eiRr+VGP+u+p79mzp/zc/0jULmIeKAkEAvER+r8jgJiRgSoqKrXVoGoIZGoEECM9PX3KlCnMkooMLpc7aNCgx48fsx0NAABYI09PwL6K+fjr1auXSJJHZWyn/v+Yvo+zs/NHa+V8FjNwZvDgwVIIVpVE9z/MXmZt27atpobZy6J///61FBAkI94O+LMrBDNGjBhBRC1btpRiruoUFRUxmR88ePClmsmTJ8vajTpbGjVqREQLFiz4UkGXLl2IyNraWpqpAKRAnu5/JNsGnnmulZKS8qUC5pSqqqpElwVZ07x58127dmVlZTF7Orq4uAgEgrCwsE6dOrEdDQAAAL5i1qxZRHTq1ClHR8fbt2+LvtDDevDgwbhx45gZ358dWSM7mjdvzuVy37x5U1xc/KUaZgNTQ0NDKeaC//X69Wsi4nK5P/zww5dq+vXrR0TMA2NZoKKi0rhxYyJi2qCfysnJOXbsGBH16tVLqslkkr29PRGtWbPms6MFz507d//+fSL6/fffpZ0MAGpMskWgu3Xrdv78+QMHDnzpb/aQkBAiYtbeg/pOTU1t2rRphw8ffvXqVdOmTdmOAwAAID1bt24lImZdvPj4eLbjSMbJycnDw2PDhg3h4eHh4eHNmzfv1KlT48aNdXV1ORxOdnZ2dnZ2TEyM+JGep6eno6Mju5mrp6am9uOPP965cyc4OHjKlCmfFohEoj179hCRnZ2d1NNJlUgkevHiRVJSkpqamqmpKfNHVBYwI8dFIlFZWZmiouJnawoLC4mIy5XsCXSdmj59ur+/f0RExIIFC1asWCHe34aIcnJy7O3tmVFCCxcuZC+jrNizZ8/58+dLS0vNzMyuXLnCjPdh7Ny5c8aMGUTUpk2bcePGsZcRAL5GovFCTH+Hw+Fs2rSJOUJVpoBdunSJmRq6c+fOWhykJPdkcAqYWGlpqZqaGofD+ezWmAAA0KDI0xDohmD37t0GBgbV3wcaGBjs3r2blXiS3v8cOXKEiBo3bhwXF/fpWX9/f+ZqHz58qNWYMqS0tHTNmjVVhzhxudw+ffrcuHGD7WgikUhUVlbGdE8OHjz4pZru3bsTUYcOHaQZrHofPnwQN9Gsra137dr133//3bx5c8WKFeLFPsaNG8d2TFlx4cIFHo/H/Fpatmw5ePDg/v37M6OoiEhTUzMrK4vtjAC1T57ufySerD5y5Ejm/3BLS8t58+YRkZGR0fLly8UPjmxsbGoy4RzEZLkBJBKJhgwZQkT79u1jOwgAALBMnm6AaktycnJBQQHbKb6ovLz80qVLixYtcnd3d3BwsLKysrS0dHBwcHd3X7x48aVLl1i8Z5P0/qeysnLYsGFEpKure+DAgdLSUuZ4amqqu7s70w05d+5cneVl2fv378WzkLS1tU1MTFq2bMmszsnhcPz9/dkOKBKJRMy6qk2aNMnNzf30LLNIExHJSFqxmJiYahZ27dWrV0lJCdsZZcj9+/c/21m2sbHJz89nOx1AnZCn+x+JG0ClpaW//vrrl/6KtLW1Rd9XUjLeAAoMDCSi8ePHsx0EAABYJk83QN/g2rVrfn5+mZmZzMsnT56YmpoSEY/Hs7W1ffv2Lbvx6p1vuP8pKCgQP3HU0NCwtLQ0MzNj5hMpKSnt37+/7tKySygUDhgwgIiYsfZVKSoqMr8BWRiAf/r0aSaVubn58+fPxccrKysPHz7MtKtUVVVlsE3w5s0bJyenj363SkpKixYtKisrYzudLLpy5cro0aO7devWq1evGTNmfHZcHoDckKf7H8m2gReLiYk5fPhwbGxsXFxcbm5u27Zt27VrN2TIEAcHh6pTZ6EmZG0b+I/Exsaam5vr6uoyG8OzHQcAAFjToLaB/8ivv/7KrAoUHx/funXriooKS0vLmJgYcUHr1q1jYmKYf+JCTXzb/U9lZeWhQ4fWrVv38OFD5oiqqqqTk9PixYvNzMzqJin79u3bN3nyZC6XW1lZqaGh8fPPP1tYWBQVFd28efPatWvMzbyWllZ8fLx4Mg5bfv7551OnThERl8vt3bt3586di4uLr169mpCQwBScOHHCxcWF1YxfFB8fHx4enpycrKKiYmZmNnjwYG1tbbZDAQD75On+R7JFoMUsLCxWrFhRu1FANrVr187U1DQuLi4yMrJ3795sxwEAAJC2kJAQpvtjYmLCbIR8+fLlmJgYVVXV48eP8/n8SZMmJSQkHDhwgJmLBHWHy+VOmDBhwoQJWVlZaWlpSkpKJiYmct93CwoKIqLKysohQ4bs3btXV1dXfOrmzZujR49++/Ztbm5ucHDw7Nmz2YtJRBQcHDxu3LiTJ09WVlbeuHHjxo0b4lN8Pn/79u0y2/0hojZt2rRp04btFAAAdajWFuFPSUlhFvYH+TN06FAiOnPmDNtBAAAAWLBp0yYimjBhwqtXr5o3b05E586dI6KRI0cOGjTIzs5u5cqVRBQcHMxuzgalSZMmlpaW5ubmct/9KSoqYnbX7tat28mTJ6t2f4ioT58+oaGhfD6fiM6ePctOxCqUlZWPHz9+/PjxH374QTwtQEVFxdXV9enTp25ubuzGAwBo4L6lAXT9+vWlS5dmZWUxL58+fWpmZtayZUstLS07O7uMjIxaTQjsY9ZcZAb0AgAANDSvXr0iIm9vb/H21Tdv3iSiMWPGMC/79u1LRElJSezkA7nGLDtFRKtXr/7s9upWVlYODg5E9OLFC2mH+xwOhzN8+PC7d+/m5OQ8ffqUWS/i8OHDzBLRAADAIokbQL/++mv//v0XL16cn59PRBUVFa6urnFxcUQkFAqvXLnSs2fP0tLS2k8K7OnRo4eurm58fLyM3FgAAABIU2ZmJhGJN74pKCiIiYnh8Xg9evRgjjALhaSnp7OVEORYZWUlEXE4HPEuYJ/q1KkTEZWUlEgvVg1oamp26NChbdu2n+1bAQCA9EnWAKpmDnxYWNilS5f09fWZOfB1EhZYwuPxmM3gMQsMAAAaoBYtWhCRQCBgXp4+fbqystLKykpdXZ05wgyL/mhuDkCtYMadiUSiqKioL9U8f/6ciOR+NhwAAHwnyRpAmAPfYDFbY6IBBAAADVD79u2JaPfu3czLXbt2ERHzaITx77//0v/0iQBqV5MmTZgvvL29KyoqPi14/vw5s/qPHO+DBgAAtUKyBhDmwDdY9vb2ysrK//3339u3b9nOAgAAIFUeHh5EtHbtWmdn5yFDhly/fp1Z5YSI4uPj586d+9dffxGRLG9vBPWXqqqqlZUVEd2+fXvcuHEFBQVVz96/f3/w4MHl5eVE5OjoyE5EAACoJyRrAGEOfIOlqqpqa2tbWVl5/vx5trMAAABI1YABA2bMmEFEp0+fDg0NJaIpU6Z07NiRiE6cOLF27VqhUNiyZUumBqDW/frrr0TE5XKPHTvWpk2bOXPmbNu2bf369S4uLj/++GNKSgoRqaurjx07lu2kAAAg0/gSVbdo0eLVq1cCgUBHR4f+Zw58165dMQe+IXBycjp//vyZM2emTp3KdhYAAACp2rJlS9++fcPCwnJycvr37z9nzhzxqaZNmw4cODAwMFBNTY3FhCDH3Nzc9u7dGxkZqaKikpmZuWHDBvEpPp/P4/GEQqG/v3/Tpk1ZDAkAALJPshFAmAPfkA0bNozL5V66dOnDhw9sZwEAAJC2MWPG7Nu378yZM15eXuK58J6enhkZGQcPHmzcuDG78UCO8fn8kJCQLl26FBcXE5Genl6bNm1MTEzU1NQqKiqEQuGff/45e/ZstmMCAICsk6wBhDnwDZmenl63bt2Ki4svX77MdhYAAACZgH2XQDqaNm1669atxYsXa2trZ2RkxMfHv379urCw0NLS8vz583///TfbAQEAoB6QbAoYMwd+69atp0+fZo58NAeeiDAHXo45OTndvXv3zJkzw4YNYzsLAACAtBUWFkZERERHR+fm5mpqavr6+mZlZTVq1EhVVZXtaCD/VFRUlixZsnDhwqioqJSUlEaNGpmbm7dt25btXAAAUG9I1gAizIFv2JycnP76669z584JhUIej8d2HAAAAOnZvn27j4/P+/fvmZeWlpa+vr43b96cOnWqt7c3MwgaoK7x+fwePXqIN2ABAACoOYkbQEQ0ZswY8b7vYp6envPnz6+NSHUoIyMjPT1dIBAIBIKysjIDAwNDQ0MDAwM9PT22o9UPHTp0aNu27atXr+7evYs7DwAAaDiWL1/u6+tLRDwez9zc/NmzZ8xxLpebl5e3cOHCt2/fbty4kdWMAAAAANWRbA2gasjyHPjc3NwlS5aYmZk1a9bM2tp6yJAh7u7uM2fOHDZsWJcuXZo1a9a2bVs/P7/8/Hy2k9YDjo6ORHTmzBm2gwAAAEhJdHQ00/0ZO3ZsZmbm06dPxaecnZ137NjB5/ODgoLu3bvHXkYAAACAr/jGBtCDBw+8vb2dnZ0tLCx++OGH8ePH+/v7Z2Rk1G64WhEZGWlqaurn5xcXFyc+qKioqKioKH4ZHx+/ZMkSU1NT3Lp9lZOTExGJF4ECAACQe4GBgURka2t78OBBHR2dqqc4HI67u7uPjw8RrVu3jp18AAAAADUgcQMoMzNzwoQJXbt2DQgIOH369PPnz+/du3fo0KG//vqrdevWixcvLisrq4ug3yYlJcXBwSErK0tVVXX8+PEhISGJiYn5+fmlpaWlpaX5+fmJiYmhoaHTpk3T0dHJyMiwt7cXCARsp5ZpvXr10tHRiY2NjY2NZTsLAACANPz3339E5OPjw+FwPlvg6upKRE+ePJFqLAAAAABJSLYGUGlpqb29/aNHj4ioSZMm9vb2bdu2FYlEL1++DA8Pf//+/dKlS58+fXry5Mm6SSuxVatW5eXl6enpXbhwwdLS8qOz6urq6urqxsbGgwcPXrhw4cCBA+Pi4lauXMk86IPP4vP5zs7Ou3fvPnLkyJIlS9iOAwAAUOfevHlDRBYWFl8qaN68ORG9fv1aepkAAAAAJCTZCKBNmzYx3Z85c+YkJCQcOHBg0aJFixcvPnz48OvXr2fOnElEISEhwcHBdRJWcmFhYUTk7+//affnI0ZGRtu2bSOi0NBQaSSrz5glwI8cOcJ2EAAAAGnQ1NQkopSUlC8VMKewGTwAAADIMskaQIcPHyYiZ2fn9evXq6urVz2lqakZFBQ0bNgwItq5c2ctRvwe6enpRNSrV6+aFNvY2PB4vNTU1DoOVe8NGDBAT0/v5cuXDx8+ZDsLAABAnevWrRsRHThw4EsFISEhRNS5c2fpZQIAAACQkGQNoJcvXxLR9OnTP3uWw+H8+uuvRMSMEpIFTJcqKSmpJsVpaWlCoVBDQ6NuM9V/PB5v5MiRhEFAAADQMLi7uxPRpk2bNm/e/OnZy5cvr1q1iv5nJSAAAAAA2SRZA6iyspKI2rVr96UCc3NzIiopKfnOWLXF2tqaiLZs2VJRUfHV4g0bNhBRly5d6jxW/cfMAgsODhaJRGxnAQAAqFvOzs4jR44UiUSzZs2ysrKaP38+Eb1//37FihVDhw4dOHBgcXGxjY3NpEmT2E4KAAAA8EWSNYBMTU2p2jUOnz17RkQmJibfGau2zJo1i4hOnTrl6Oh4+/btL3UrHjx4MG7cOKYBxKxkBNXr0aOHsbHxmzdvIiMj2c4CAABQ5w4ePCge5vzPP/8QUUpKysKFC8+dO0dEtra2Z8+e5fMl21sDAAAAQJoku1OZMmWKh4fHunXr+vfv/+lOqBUVFQEBAUQ0duzYWgv4fZycnDw8PDZs2BAeHh4eHt68efNOnTo1btxYV1eXw+FkZ2dnZ2fHxMSIl3X09PR0dHRkN3O9wOFwRo4cuXr16iNHjvTs2ZPtOAAAAHVLUVFx8+bNs2bNOnz4cGxsbFxcXG5ubtu2bdu1azdkyBAHB4cv7RAPAAAAICMkawDNmjXr4sWL586dc3V19ff3rzrSJzY21tvb+9q1a926dfv9999rO+e3CwwMtLS09PX1TUtLEwgEAoHgs2UGBgbLli1zc3OTcrz6y9XVdfXq1UePHl23bh2eeQIAQENgYWGxYsUKtlMAAAAAfIvq/t3+2W6IlpaWsrLy0aNHT5w40b59exMTE5FIlJCQ8OLFC6FQqK6u7uLiEhkZ2b9//zrLLDE3N7cJEyZcv3791q1b6enp6enpAoFAJBLp6+vr6+sbGBj06tWrX79+tdXFqKys3LFjR25ubg3ro6KiiKgmqxTJFCsrK3Nz8xcvXly7dm3gwIFsxwEAAGBZeXm5goIC2ykAAAAAPq+6lsfevXurOVtRUfHkyZMnT55UPVhQUODj4+Pu7i5TDSAi4vP5dnZ2dnZ2UnivBw8ezJgxQ9LvKigoqIswdWrUqFF+fn5HjhxBAwgAAOSPUCh8/fq1QCAwNDSsfn3DgoKCy5cvT548OS8vT2rxAAAAACRSXQNo9uzZ33bR7t27f9s3ygdra+ugoKA3b97UsP7atWtRUVHMjvX1i6urq5+f38mTJzdv3qykpMR2HAAAgNpRWlq6YMGCzZs3izc2tbKy2rp16w8//EBET58+3b9///3793NycrKzs7OysmRn/1MAAACAL6muAbRx40ap5WBLdnY2Myzo4cOHtXVNLpfL7D5WQ97e3lFRUfVxGR0zMzNLS8tHjx6Fh4c7OTmxHQcAAKB22NnZRUREVD3y8OHDAQMG3L59OzMz08nJCR0fAAAAqHfqX9OhdlVUVDx69IjtFPXYmDFjHj16dOTIETSAAABAPhw7dozp/rRp02b69OktW7YUCAT//vtvRESEu7t7bm5uSUmJqqqqo6OjkZGRkpKSUCjU1NTU19eXtfnvAAAAAFVJ1gBKTEy8cePG48ePs7OzP3z4oKura2xsb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UAmJiYrV66cP3++p6fnnj17hBA///xzr1695M5V8Xbu3PnZZ58JIbS1tR89ehQQEGBgYKCrq7tjx44JEyb8+++/w4cP37dvX61aii37AAAAAADAsym2AJIYGhquXbv24MGDubm59erVa9KkidyJKlhWVtbnn3+uVqt9fX1//PHHO3fuNGjQoLi42MTEpEePHqtWrRo7dqy/v//WrVvff/99ucMCAICqlpGRERMTc/Xq1aysrOzsbF1dXQMDAysrKzs7O2NjY7nTAQCAqqPwAkgIYWpq2rNnT+kmIOX566+/kpOT7e3tly1blpqaKoRQqVS1a9dOS0vbunXrtm3b3n777UOHDq1cuZICCACAmqOwsHDt2rWbNm0KDQ194uaGKpXK1dXV09Nz9OjR2traVZ8QAABUsRrxWFCbNm3kjlBZAgMDhRCxsbGpqalWVlZCiGnTpmVlZSUmJnp5eWlrax86dEhTUzMsLOzhw4dyhwUAAFXh9u3bTk5O48aNCwkJKWl/VCqVgYGBjo6O9KNarQ4NDR0/fryDg0NMTIx8YQEAQBWpEQXQqFGj9u/f7+bmJneQinfr1i0hREFBwaeffjpv3jwhRFxcnBDC0tLSx8fn0KFDurq6hYWFxcXFd+7ckTkrAACofLm5uf3794+OjtbS0urXr9/atWsvX76ckpJSUFDw8OHDvLy8/Pz8+Pj4jRs3DhkyRF9fPy4urmvXrtJ9xAAAQMGU/wiYEMLS0tLS0lLuFJUiKytLCNGwYcMff/zx/PnzQogrV66UvNq5c+fZs2dPnz5dCGFoaChXSAAAUGXmzZsXHh5uYmKya9cud3f3xydoa2tbW1tbW1t7enpeuHChT58+N27cWLhw4eLFi6s+LQAAqDI14g4gBSssLBRCWFlZaWlp2djYqFSq+Pj44uLikgkdO3aU/lCnTh15IgIAKsKYMWOcnZ03bdokdxBUdzt27BBC+Pr6PrH9KcPR0fGXX34RQuzdu7fSkwEAAFlRAL3adHV1hRDh4eFxcXGGhob162VJ2f4AACAASURBVNfPzc1NSkqSXlWr1X5+ftKf7969K1tKAEqUmJg4ffp0FxcXCwuLpk2b9u3bd9OmTVIrjcoQHx8fGRmZkpIidxBUd4mJiUKILl26lHO+u7u7hoZGyZcHAACgVBRArzbpANf8/PzevXtfuXLFxsZGCBEbGyuEePTo0fjx4w8cOFCrVi0hhJaWlrxRASjJsmXLWrZsuXDhwrNnzyYnJycmJu7fv//DDz9s06aN9FcQALkYGRkJIRISEso5PzExsaioSLoKAAAoGAXQq01qfOrXrx8XF9e6devbt28LIbZs2TJnzpxWrVqtXr1aR0dHrVbXqVOnQYMGcocFoBDz5s2bNGnSo0ePPD09jx8/npycfO3atfXr19vY2Fy6dMnNze3q1atyZywrLy+vUu9OqpANdLOysp54XDfwXDp37iyEWLFiRW5u7n9OLioqkrb+ad++faUnAwAAsqIAerUNGDBACFFQUDBy5MiioiLpP7z/9ttvs2fPvnr1auvWrXv37q1Wq/v27aupWSM2/AZQ2cLCwmbNmqWhobFt27aNGzd26tSpXr16TZs2HTVq1Llz53r16pWamjpy5Ei5Y4ovv/xSpVItXLgwISHhnXfeMTQ01NLSMjY27tix4++///7ES3Jzc319fT08PKysrPT09KytrXv06PHXX3+VaY4uXbqkUqmsrKyEEJcvX+7Zs6e+vv7y5ctLzwkMDHz33XctLCz09PRatmzp6ekZERFR5u0SEhJUKlXjxo2FEGvWrLG0tDQ0NNTW1m7ZsuXo0aOlp3gkI0eOVKlUR48eFUJMmTJFpVK9/fbbFfA7gkJ5eXnp6+sfOnTI3d3d398/Ly/vidMKCgoCAwM9PDzWr1+vUqkmTJhQxTkBAEAVoxR4tbm7u3ft2jUwMPDGjRthYWErV67csGGDhYXF+++/36NHj7i4uK+++kpLS2vmzJlyJwWgEL6+vmq1etq0aYMHDy7zkr6+/pYtW1q2bHnq1KkjR45069ZNloSlXb9+/Y033ii5PefBgwfBwcHBwcEBAQGrV6/W19cvmRkRETF06NDST81cvXr16tWrAQEBw4YN+/PPP1UqVZnFr1y50rlzZ2lx6WFbIURhYeGsWbMWLlxYsh9/bGxsbGzs77//7uPj4+Xl9XjIxYsXT5s2TVqksLBQmr9z586zZ882a9ZMCGFpadmmTZv4+PisrKwGDRrUq1fP2tq6on5FUB4nJ6cNGzYMHTo0PDy8d+/e+vr6bdu2NTc3NzU1NTQ0zMrKSktLS01NjYiIyMzMlC7x8fGpDv+DBQAAlUsNuU2ZMkUI0bBhwxe7/ObNmw0bNpRWkP4J0ahRo507d/bs2VMIoVKpVq9eXbGBAbxa/P39hRAeHh4vv1Rubq6urq6Ghsa9e/eeNsfb21sI8dVXX738272ML774Qvo7UAjRqVOnvXv3JiQk+Pv7SzdOCiG+/vrrksmFhYW2trZCiCZNmmzbti0xMTElJeXMmTNjxoyRJh86dKhk8sWLF6W/cl9//XVHR8dDhw6lpKSUvDp79mwhRK1atb744ovQ0NA7d+4EBgb26tVLWufnn38umRkfHy+E0NHR0dDQsLOzO3LkSHZ2dkZGxs8//yzt2jZs2LDSn0ja03fJkiXl+fhLliwRQkyePPnFf4NPYmJiIoS4f/9+xS6LynD48GEnJ6f//B7o6Oi4f/9+WRJKp5UNHDhQlncHAKCclPT9hzuAXnkNGzY8derUsGHDQkJCFi1aJIS4efPmwIEDhRDGxsY//vjj+++/L3dGANXOo0eP2rdvHxUV9WKX16tX79kTVqxYsWLFiudaU1tbe+HChV9//fWLRXoitVrt4eGxd+9eqVJp1qyZh4fHhAkTVqxYsWrVqokTJ1paWgohEhISYmJihBBbt2594403pGvNzMx+/fXXc+fOnTlzJiwsrMxTV7du3dLQ0Lhy5Yp0GqPkzp070nYqq1at+vTTT6VBCwuLt95668MPP9y0adOMGTNGjBhhaGhYckl+fn6jRo1Onz5tYGAgjYwbNy4+Pv77778PDw+vwF8Fappu3bpFRkZGRUUdPHjw4sWL165dy8rKysnJ0dPTMzQ0tLKysre379Gjh7Ozs9xJAQBAFaEAUgJLS8vg4OD9+/dv3779r7/+ys/Pd3NzGzBgwKhRo6S2EgDKKC4uLnn6o5p49OhRdnZ2xa6pUqkWLVpU5hhEHx+fP/744/79++vXr5du2DExMdmzZ48QoqT9KWFhYSGEyMrKenzxb7/9tnT7I4RYtWpVdna2s7NzSftTYunSpZs3b37w4MGJEydKbgiSzJgxo6T9kXTq1On777/PyMh4ns8KPIGTk1N57gOqECkpKR4eHunp6eWcL/0V9Pj2WAAAoJJQACmESqXq27dv375909PT9+/fP2nSpPfee0/uUACqL11d3Rc4qys3N9fY2LioqCg5Oflp/bKvr6+Xl9fnn3/+448/vnTMl2Vtbe3g4FBmsE6dOu+8884ff/xx5coVacTMzOzdd98tPSc7OzsuLi4wMPDw4cNPW/z1118vM3Lp0iUhxBN3aDYzM7O2to6LiwsLCytTALm6upaZrKen96xPBVRLDx8+jI6OLs/RY6Xdv3+/kvIAAIAyKICUpmXLlvv375eOAwOAiqWnp9etWzd/f/+VK1dKe/2UkZ2dvXr1aiFE3759qzzdEzxts+TmzZsLIeLi4koPHjp06O+//z579mxcXFx5jnWXHh8rTfq7d9GiRdIDuU+UkpJSZkQ6CAx41TVr1uzOnTvlL3T8/PzWrl1bp06dSk0FAABKUAApTYsWLcT//hECABVuxowZ//zzj6+vb/v27T08PEq/lJ+f/+GHH968ebNt27Y9evSQK2F5aGpqCiFKjsfOyckZOHDgv//+K4SoU6eOi4uLjY1N8+bN33jjjaVLl0pPhz3u8ft0Hjx4IISwtLR8xuO3j2+fVHKCGPCqMzIyMjIyKufkunXrVmoYAABQBgWQ0rRs2VJQAAGoNG5ubtOnT/fz8+vXr9/YsWM/+eQTW1vbnJycwMBAHx+fqKgoIyOj33///fFD02XxtMfcpHt/pL8whRDz5s37999/9fX116xZM3ToUA0NjZKZy5cvL//b2djY3Lx58+uvv544ceJLpAYAAAAqHv/VUWlsbGwEBRCAyuTr6ztnzhwhxI8//timTRtdXV0TE5NBgwZFRUU1a9bs2LFj0pHq1UFCQkJ0dHSZwezs7IMHD4pSBZC/v78Q4osvvnj//fdLtz/ifzf1lJP0wUNCQh5/qaCgYNmyZUuXLr1169bzfAIAAACgYnAHkNLUr1/f0NAwJSUlLS2NI8AAVAaVSjVr1qzBgwevWLHi8OHDSUlJ+vr6Dg4OgwcPHjNmTJmDseRVXFz8zTff7N69W3rmS+Lt7Z2cnKypqenp6SmNSA9hlal+hBCnT58+efJk+d9uxIgRq1at2rlz5759+8rsgrRkyZIZM2aYmZl9+eWXL/hhhBBCqNXql7kcipeTk3P58uUXu9bFxaViwwAAgGqFAkhpVCqVra1teHj45cuX3dzc5I4DQLFatWq1atUquVP8t/379/fo0WPatGn29vaxsbG//PLL9u3bhRBjxowpuVPpzTffPHfu3E8//eTq6tqrVy+VSpWQkLB+/frly5fn5+cLIS5dulRcXPyfm/V06NBhxIgRv//+e//+/adNm9a3b19bW9tbt26tWbNm5cqVQohvv/1WW1v7ZT5OREREQUGBpqZmNXnIDtXN5cuX27Zt+2LXUi8CAKBsPAKmQHZ2duJ/pxEDQE3Wt29fd3f3oKAgDw8PS0vL7t27S+3PkCFDFi5cWDJtzpw5jRo1yszM7N+/v66urr6+vq2t7aJFi3r16jVz5kwhxL59+8zMzM6fP/+f77h8+fJBgwYVFxcvWLDAzc3N1NS0devWUvszceLESZMmvfBnkU4u27p1q4GBQc+ePV94HSiblZXVF1988fhe4wAAANwBpED29vaCAggAhKhdu/auXbtWrly5cePGuLg4U1PTtm3bvvvuux9++GHpaaamplFRUb6+vocOHUpISNDX13d1df3ss8/69ev34MGD0NDQ4OBgLS0tLS2t/3xHY2Pj7du3b9u2bdeuXefPn79x40aTJk1at249ZcqUF74vQzJ37tzbt2+fOHFCCGFhYfEyS0HBTExMVq5cOX/+fE9PT+kAu59//rlXr15y5wIAAPKjAFIgCiAAKKGpqTlx4sT/PJbLxMRk6dKlj4/XrVv38OHDpUfs7e3/80mZoUOHDh069NlzrK2tn7ZOz549H3+pfv36Bw4cePaagMTQ0HDt2rUHDx7Mzc2tV69ekyZN5E4EAADkxyNgCkQBBABADWdqasqjggAAoDQKIAWytLSsU6fO3bt3U1NT5c4CAADk0aZNG7kjAACAaoQCSIFUKlWrVq2EEC98ECwAAHjVjRo1av/+/RwJCgAAJBRAyiQ9BXbx4kW5gwAAAHlYWlr27t2bLcMBAICETaCViW2AANRw06dP/+STT+rWrSt3EAAAAKBaoABSJgogADVcw4YNGzZsKHcKAAAAoLrgETBl4hEwAAAAAABQggJImRo1alS3bt3U1NSUlBS5swAAAAAAAJlRACmWnZ2d4CkwAAAAAABQo/YAysjIiImJuXr1alZWVnZ2tq6uroGBgZWVlZ2dnbGxsdzpKp69vf2pU6cuXrzYpUsXubMAAAAAAAA5Kb8AKiwsXLt27aZNm0JDQ9Vq9eMTVCqVq6urp6fn6NGjtbW1qz5hJWEfaAAAAAAAIFH4I2C3b992cnIaN25cSEhISfujUqkMDAx0dHSkH9VqdWho6Pjx4x0cHGJiYuQLW8EogAAAAAAAgETJBVBubm7//v2jo6O1tLT69eu3du3ay5cvp6SkFBQUPHz4MC8vLz8/Pz4+fuPGjUOGDNHX14+Li+vatWtqaqrcwSuGg4OD4CAwAAAAAACg7EfA5s2bFx4ebmJismvXLnd398cnaGtrW1tbW1tbe3p6XrhwoU+fPjdu3Fi4cOHixYurPm2Fs7CwMDMzS01NvXv3roWFhdxxAAAAAACAbJR8B9COHTuEEL6+vk9sf8pwdHT85ZdfhBB79+6t9GRVpVWrVoKbgAAAAAAAqPGUXAAlJiYKIcp/Bpa7u7uGhkZSUlIlZqpabAMEAAAAAACEsgsgIyMjIURCQkI55ycmJhYVFUlXKQMFEAAAAAAAEMougDp37iyEWLFiRW5u7n9OLioqkrb+ad++faUnqyoUQAAAAAAAQCi7APLy8tLX1z906JC7u7u/v39eXt4TpxUUFAQGBnp4eKxfv16lUk2YMKGKc1YeR0dHIcSlS5fUarXcWQAAAAAAgGyUfAqYk5PThg0bhg4dGh4e3rt3b319/bZt25qbm5uamhoaGmZlZaWlpaWmpkZERGRmZkqX+Pj4dOvWTd7YFcjMzMzc3DwlJeX27dsNGzaUOw4AORUUFKSnp8udAlWkPLe+AgAAoEZRcgEkhBg8eLCJicnkyZOjoqJycnKOHz/+tJmOjo5+fn69e/euynhVwN7e/ujRoxcvXqQAAmoslUolhDh8+LCJiYncWQAAAADIQ+EFkBCiW7dukZGRUVFRBw8evHjx4rVr17KysnJycvT09AwNDa2srOzt7Xv06OHs7FxR76hWq7ds2VL+08TCwsKEEEVFRRUVoDSpALp06VLPnj0rY30A1Z+Tk5O9vf3t27flDoIqpaen1717d7lTAAAAoLpQfgEkcXJycnJyqpr3Onv27AcffPC8V5U8hlax2AcaQP369S9evCh3CgAAAAByqikFUFVycnLy8/N78OBBOecHBQWFhYUZGBhURhgKIAAAAAAAUKMLoEuXLu3cuTM1NbVNmzYdO3a0sbGpkGU1NTWnT59e/vlTp04NCwvT0tKqkHcvo/RBYNI+IAAAAAAAoKZRfgF07ty577//PiIiIj09vX379vPnz5duipk7d+6cOXOKi4ulabVq1fLy8po1a5aGhoaseSuYsbGxhYXF3bt3k5KSLC0t5Y4DAAAAAABkoPAC6Lfffhs3blx+fr70499//33ixIlTp04FBwd7e3sLIQwMDJo1axYXF5ebmzt37tzk5OTVq1fLGrni2dvb37179+LFixRAAAAAAADUTLXkDlCJrl+/Pn78+Pz8fGtr68mTJ8+YMcPBwSE9PX348OFTp07V1NT8/vvvMzIyoqKiMjMzv/vuOyHEmjVrzp49K3fwCubg4CCEYAtYAAAAAABqLCUXQPPnz8/Ly3N1dY2KilqyZImvr29ERESPHj0iIyPT09O/+OKLiRMn1qpVSwihqak5d+7cIUOGFBcXr1y5Uu7gFUw6/iwyMlLuIAAAAAAAQB5KLoAiIiKEEN7e3rVr15ZGtLW1586dK/35008/LTP/s88+E0q8U6ZNmzZCiHPnzskdBAAAAAAAyEPJBdCVK1eEEHZ2dqUHpR2gVSpV8+bNy8yXTgGLiYmpqoBVxN7eXltbOzY2NisrS+4sAAAAAABABkougOrVqyeEuH//fulB6Ue1Wp2enl5mvvSSdJWSaGtr29nZFRcXK+/mJgAAAAAAUB5KLoCke3+2bNlSerDkx6CgoDLzAwMDxf9uEVIYZ2dnwVNgAAAAAADUVEougEaNGiWE+OGHH3x8fK5du5aUlLRs2bI5c+ZoaWkJIWbMmHH79u2SyVeuXPHx8RFC9OjRQ67AlUfaBoh9oAEAAAAAqJk05Q5QiQYOHNizZ8+DBw/OmjVr1qxZJeM///zz0aNH//rrLycnp48++sja2jo6Onr9+vXZ2dl2dnZjx46VMXMl4Q4gAAAAAABqMiUXQEKIvXv3Tp069aeffiouLhZCaGhofPvtt+PGjRs0aNDFixejo6OXLFlSMrlZs2Z//vmnpqYCfydOTk4qlerChQsFBQXSDVAAAAAAAKDmUPIjYEIIHR2dFStWPHjwICgoaM+ePdevX5ee8zI3Nz9+/PiXX35pYWGhra3t4uIyadKkc+fOOTk5yR25UtSpU6dZs2Z5eXnSyWgAAAAAAKBGUeDdLo8zNDTs0qVLmUFTU9MVK1asWLFCrVarVCo5clUpZ2fnhISEyMhIBwcHubMAAAAAAIAqpfA7gMqjJrQ/gm2AAAAAAACowSiAagoOAgMAAAAAoMaiAKopSu4AUqvVcmcBAAAAAABVigKopqhfv76FhUV6evqNGzfkzgIAAAAAAKoUBVANIj0FxjZAAAAAZRQUFJw6dWr79u379u2Lj4+XOw4AABWPAqgGYRsgAACAMrKzs2fNmvXaa6+5ubkNGTKkX79+LVq0eP311//991+5owEAUJFqxDHwkHAQGAAAQGl379718PCQ/vOYo6Ojra1tbm5uSEjIuXPnevXqNXPmTB8fH7kzAgBQMbgDqAbhETAAAIASBQUF7777bmRkpK2tbWho6Pnz5//66699+/bdvn178eLFmpqa8+bN+/nnn+WOCQBAxeAOoBqkefPmhoaGSUlJqampZmZmcscBAABVKiUlJTg4+MKFCykpKXZ2do6Ojq6urpqaNffb4Jo1a8LCwpo1a3by5ElTU9OScW1t7SlTplhaWg4dOvTbb78dMmQIX5wAAArAHUA1SK1atVq3bi2EiIqKkjsLAACoFCNHjhw5cmRERETpweLi4tWrV7do0WLAgAGzZs1auXLluHHjOnbs2LZt29OnT8sVVXa//vqrEGLx4sWl258SQ4YM6dWrV2Zm5tatW6s8GgAAFY8CqGZhGyAAAJRt8+bNmzdvvnnzZunBadOmjRs3LiMjQwhRt25dZ2fnevXqCSGioqLefPPN7du3y5NVVhkZGVFRUbVr1+7bt+/T5gwdOlQIcezYsSrMBQBAZaEAqlk4CAwAgJrm1KlTy5YtE0J07tz57Nmz6enpZ8+eTU5Ojo2Nfeedd4qLi8eNG3f37l25Y1a1lJQUIUT9+vW1tLSeNqdp06ZCiHv37lVZKgAAKg8FUI2Qm5v7zz//rFy58sqVK0KIs2fPyp0IAABUkVWrVhUXF7du3TogIEC6F1jSokWL/fv3t23b9v79+0uWLJExoSyMjIyEEPfv31er1U+bI5VEdevWrbpYAABUmpq77V8NkZ+fP3/+/GXLlj18+LBk8PLlyzNnzvT29tbW1pYxGwAAqALS3n/ffffd4/+/r6GhMXPmzAEDBpTZM+gF5OTkTJ48+f79+8+V6tGjRy/5vi/M3Ny8adOm169fP3XqlJub2xPn7N+/XwjRrl27qo0GAECloABSsocPH3p4eAQHB6tUqg4dOrRt21YIsX79+uzs7Pnz5x8/ftzf39/Q0FDumAAAoBIlJCQIIZycnJ74akUdEBEfH7969ernvSonJ+cl3/dljBw50sfHZ+rUqceOHXv8QbDw8PDNmzdraWkNHz5clngAAFQsCiAl8/T0DA4ObtKkyZ9//vnmm29Kg5mZmRs3bjQxMTl58uSHH364a9cueUMCAIBK1bhx4ytXrkg7QD+uqKioQt6ldevWx48fL/9eQps3b/7777/r1KlTIe/+YiZPnrxhw4aQkJCBAwf+9ttvpc8CCwoKGjZsWGFh4aRJk6ytrWUMCQBARaEAUqyAgIA9e/aYmJgEBQVZWVmVjDs7O2/cuPGdd975559/du/eHRAQ8Pbbb8uYEwAAVCp3d/crV66EhIRI9wKXIR1xVSEdR6dOnco/OSwsTAhRq5ac+1EaGRnt3bu3R48e+/bts7a2HjBggKOjY1ZW1tGjR4OCgoQQvXv3XrBggYwJAQCoQGwCrVi//fabEGLq1Kml2x/xv4PA4uPjp02bVjINAAAoyXfffTd69OhFixbt3bt30KBBWlpafn5+t27dKjMtLi5u9uzZQohnHIWubM7OzmFhYR4eHhkZGRs2bJg8ebK3t3dQUJCBgcG8efP27t37jDPCAAB4tXAHkGKFhIQIId57770y46+//rqGhkZkZOS6deu+/fbbU6dOyZEOAABUogsXLly4cKH0yJ07d4YOHXry5Enpx/T09Pnz569ZsyYjI8PU1PTLL7+UI2a1YGVl5e/vHxMTExAQcP36dQMDg1atWnl4eEjHhAEAoBgUQIolHcNRv379MuOGhoatWrW6ePFiampqyTQAAKAMV65ciY2NjSslKSmpuLhYCFF6G6DY2Fjp6HcDA4Pdu3cbGxvLlrh6sLW1tbW1lTsFAACViAJIsUxNTR8+fHjnzp3Hz/lydXW9ePHi4cOHhRBmZmZypAMAAJXCxsbGxsam9Eh+fn5CQkJcXFxmZmbp8UaNGvXq1cvLy6tx48ZVmxEAAMiAAkixOnTocP369V27dk2fPr3MS+3bt1+3bt2BAweEECWngwEAAEXS0dGxs7Ozs7MrPdiuXbukpCS5IgEAgKrHJtCK9fHHHwshFi1adO3atTIvubq6CiHOnz8vhBg1alTVZwMAAPKS9/gtAABQ9fj/fsXq3r37e++9l56e/tZbb5XZ6TkjI0OlUhUXF/fp06d79+5yJQQAAAAAAFWDR8CUbMOGDffu3Tt58mTHjh3feOONdu3aCSHCw8NDQ0PVarXg9h8AAAAAAGoG7gBSMkNDw8OHD3t7e9euXTskJGTFihUrVqwICQkxMDBwc3MT/3sKDAAAAAAAKBt3ACmcjo7O7Nmzv/nmm6NHj8bFxQkhbGxs3N3d/f39g4ODT58+LXdAAACql/z8/Be+VkdHpwKTAAAAVCAKoBpBT0/Pw8PDw8OjZETaBzosLEytVqtUKvmiAQBQvejq6r7wtdIT1gAAANUQj4DVUI0aNWrQoEFaWlp8fLzcWQAAAF4K1RsAAP/pBe8Aevjw4YkTJ8LCwlJSUurVq+ft7X3r1i1zc3Ntbe2KzYfK0759+z179pw+fbpFixZyZwEAoLo4c+aM3BFQXpGRkStWrDh06NCdO3e0tbXt7OyGDBny+eefGxgYyB0NAIBq50UKoFWrVs2YMePBgwfSj23atPH29t66deuCBQu+/fbbSZMmVWhCVIy8vLykpCQhROPGjaWb211dXffs2RMWFjZixAi50wEAUF24uLjIHQH/rbi42MvLa+HChcXFxUIIlUqVl5d39uzZs2fPrly5cufOndLT7gAAoMRzPwI2d+7c8ePHP3jwoFatWs2bN///hWrVSk1NnTx58uTJkys0IV7WqVOn+vTpU7duXRsbGxsbm7p16/bt2zckJET6YsQ+0AAAvLzz58/HxMTInaIGmTZtmp+fn4aGxuTJky9fvlxYWJidne3v7//GG2/cunWrW7dukZGRcmcEAKB6eb4C6MyZM97e3kIIT0/P5ORk6VQpyRdffOHr6yuE+P777yMiIio2JV6MWq3+7rvvOnbseODAgaKiohYtWrRo0aKwsHD//v1ubm4HDx7U0NCIjIx8meNOAABAcXFxly5dunTpIneQmuL48eNLly7V1tb29/dfsmSJra1trVq19PX1PTw8Tpw4MXLkyOzsbE9Pz6KiIrmTAgBQjTzfI2DLly8XQvTu3Xvjxo1lXtLS0poxY8bt27d/+umnpUuX/vnnnxWWES9qwYIF8+bN09TUnDFjxoQJE0xMTIQQ9+/fX758uZ+f38KFC1977bXk5OTIyEhukwYA4BnUavXhw4fDwsKysrIef/XSpUvp6ekvc3wYnsuCBQuEELNmzerevXuZlzQ1NdesWRMcHHzhwoUDBw7069dPjoAAAFRHz1cAhYaGCiGmTJnytAljxoz56aefzp8//7K5KkFGRkZMTMzVq1ezsrKys7N1dXUNDAysrKzs7OyMjY3lTlfx4uLivL29NTQ0du7cWfrbj6mp6dy5c11cXAYOHJiSkiKEOH36NAUQAABPU1hYOGLEiG3btj17WseOHasmTw2Xl5cXGBioqak5bty4J07Q0dH5gyMRpwAAIABJREFU7LPPvvnmGwogAABKe74CSNpF2NbW9mkTGjduLIS4du3aS8aqQIWFhWvXrt20aVNoaOgTjwhVqVSurq6enp6jR49W0ilmP/30U0FBwZgxY5741efdd9/9+OOP16xZI9gGCACAZ9q5c6fU/rRr1+61114LCAjIz88fMGCAhobGgwcPTp48mZeXN3PmzKlTp8qdtEa4fft2fn5+s2bNpFubn8jZ2VkIcfXq1SrMBQBAdfd8ewAZGRmJ/9VATxQdHS2EaNKkyUvGqii3b992cnIaN25cSEhISfujUqkMDAx0dHSkH9VqdWho6Pjx4x0cHJS0fePhw4eFEKNHj37ahJKXKIAAAHiGdevWCSHGjBkTFha2b98+adPDSZMmbd++PSAgICgoSEdH5/Lly9LXJFQ2DQ0NIcSz9/eRXtXUfJHjbgEAUKrnK4Dat28vhNi8efPTJuzbt08I4eTk9JKxKkRubm7//v2jo6O1tP6PvTsPqCn//wf+uve2L7SJaEJliZLsa5nCSApJMRSyDsaWfSJkGfsyjC1DjSHGnr2sSSkN2UobFRWlfe/ezu+P8/v27ZukqHtut+fjrzrn1blPPj7j7XXei6ydnZ2Xl1dkZGRaWlppaWlubm5RUVFxcXFsbKy3t7ejo6OSklJMTIylpWV6ejrXwevGu3fvqNrpWkZGRkTE4/Hi4+Ol5lcNAABQ52JjY4mofMGRpaUlVXh90qdPn3nz5p07d+7y5ctcJWxUdHR0lJWVExMTk5OTv1TD7lrQvn17MeYCAACQdLVrAC1YsIDH4+3du5ddOlSJn5/ftm3biGj06NF1k+77rF+/PiwsTENDw9/f/+LFi1OnTu3YsaOWlhb74oiI5OTkDAwMXFxcTp06FRISoqenl5KSsnnzZm5j1xUlJSUiys/P/1IBe0tWVpZhmNDQUPElAwAAaFBSUlKISE9Pj/22Xbt29D9dIRY7qfbgwYNcpGt05OTkbGxsGIbZsmVLlQVZWVkHDhwgopEjR4o3GgAAgESrXQPIyspq6dKlZWVlM2bM6N69+7Jly4goIyNj586dY8eOHTVqVFlZ2dixYx0dHesnbe2cOXOGiDZs2GBhYfHVYhMTE3bcdvHixXpPJhadO3cmojt37nyp4Pbt20Sko6NDRGgAAQAAfEnz5s2JqKCggP1WRUVFU1MzOjq6vMDAwEBWVpaddQL1LTc3t3379jweb/fu3R06dJg9e3bF0U5ubq6jo+OHDx/Mzc3ZuVo1VFhYeOvWLW9v71OnTr148aIeggMAAHCsdg0gIlq/fv2aNWuUlZX/++8/9sVLYmLiokWLzpw5wzCMs7PzoUOH6j7mN0lISCCiQYMG1bDewsJCIBBUs8NRw8K24TZu3FhYWPj53cLCQnYLA2tra8I2QAAAAF/Grqeu2N8xNDQMDw8v34amrKxMKBSWd4ig/pw/f97AwGD9+vXs3o7R0dH79++3tLQ0NzcPDAz8888/u3Tp4u/v37x5cx8fnxo+MycnZ8mSJc2aNRs8ePDkyZPHjRtnYmLSqVOn8+fP1+cvBQAAQNxq3QCSkZHx8PCIjo5etWqVvb29sbGxrq6upaXl7Nmzg4KCfHx81NTU6iPoN2D3YoyLi6thfUJCgkgkkpodHCdNmtShQ4dXr145OTnl5eVVvMW+HIuMjOzYsePSpUuJKDQ0tMoj0gAAAIA9333p0qXl70t69OiRnZ19+vRp9turV68yDGNoaMhZxMbB29t7zJgxaWlp5ubm3t7eK1asUFBQYG8FBgaam5vPmTPn7du33bp1e/jwYQ3PJHn37l3fvn23bdtWWFjYu3fvSZMmOTo6tmzZMjIy0t7efvHixd8TODEx8ciRI2vWrPn999/9/PyqfCcHAAAgPoz0cnBwIKKhQ4cWFBR8tVgoFLq6uhKRra2tGLJVxI4tWrVqVedPfvnyJXtCqo6OjoeHh5+f3+XLlz08PNhlXxoaGq9evWIYRldXl4iioqLqPAAAAEgT9u+UT58+cR1E3AoKCgwMDNiB04ULFxiGuXHjBhEpKSktXbp0xYoVTZo0ISI3NzeukzYktR3/vH79mj3CdcuWLeVXBg4cWGlkKy8vv3r16tLS0po8s6ioiD0wvkuXLk+fPi2/LhQK9+7dy37czp07a/tLYxgmKSnJwcGBx+NVzKaurr5t2zaRSPQNDwQAAK5I0/hHmhtAT58+ZTdC7tmz55UrVwoLC6ssKykpuXXr1pAhQ4iIx+MFBASIOWf9NYAYhomJienbt+/njb9+/frFxsayNWPHjiWiw4cP10cAAACQGtI0AKqtx48fd+jQobwBxDDMTz/9VPEv1h9++CEjI4PbkA1Lbcc/Li4uRDR16lT220ePHqmrq7MvtGbOnOnp6amoqMiO5Yho2LBhJSUlX33mrl27iKh9+/aZmZmf371w4QKPx1NRUUlNTa35r4thmBcvXrAv25SVlZ2cnNasWbNs2bI+ffqwf1Ts7e1r2J8CAABJIE3jH5laTRdqWExNTY8dO+bk5BQWFmZjY6OkpNSjR49mzZppamqqqqrm5eVlZGSkp6eHh4fn5OSwP+Lp6WllZcVt7LplaGgYFBR0+/btS5cuxcfHE5GBgYGdnd2PP/5Y/lZq4MCB//77b2Bg4LRp0zgNCwAAIKG6d+/+8uXLuLg4dhRIROfOnVu/fv3Vq1f5fH6/fv3Wrl3L9iOgPgiFQvaYjt9++42IMjIyRo0alZmZOWbMGC8vL3b/gby8vM2bN48dO/b+/fvXr19fsmQJ29+phpeXFxFt27atyh0MRo4caWtre+nSJV9f3/nz59cwal5enq2tbUpKyuDBg318fNhOEOvatWvOzs7nzp1buXLll44wAwAAqD88pjY7v/Ts2bOGlWFhYd+Up+7dunXLzc0tIiKi+jITE5NNmzbZ2NiIJ1VFS5Ys2bZtW6tWrd69eyf+TyeiiIiIrl27tmnT5s2bN5wEAACABkFTUzMjI+PTp0/lTRCAb1ar8U9SUpKenp6uri57WMfy5cs3b95sYWEREBAgI/P/X2deuXJlxIgRw4cP9/T07NOnD8MwkZGR1WzMlJWVpa6urqKikpmZWf6QSo4fP+7s7DxmzBj2bNma8PT0XL16dY8ePQIDA8u3KCoXEhIycOBAHo8XFRWlr69fw2cCAACHpGn8U7sZQI8fP66nHPXHysrq6dOnERERN27cePHixZs3b/Ly8goKChQVFVVVVdu2bdu5c+ehQ4eyK8AbJxMTEw0Njbdv3yYmJurp6XEdBwAAAOD/KC4uJiK2n8IwzD///ENEmzdvrti4Ye8WFxd369Zt4sSJR48e9fX1dXd3/9Iz09LSiEhHR+dL3R8iYsdFHz9+rHlU9vSxLVu2fN79IaI+ffr8/PPPPj4+J06cqCYbAABAfahdA+jAgQOfX2QY5sOHD48fP75y5QrDMJMmTZo7d24dxaszpqampqam4vms5OTkgQMHZmZm1rCePTU2Pz+/PkNVh8/n9+/f38/P7/79+xMnTuQqBgAAAECVWrZsKSMjk5iYmJOTU1hY+O7dOy0trV69elWsefHiBRGxh38NHz786NGj4eHh1TyTXbKXlpZWVlbG51d9MC7b+qn5K9+MjIzY2NimTZtaWFh8qcbOzs7Hxyc0NLSGzwQAAKgrtWsAzZw5s5q7wcHBw4YN8/b2NjMz69Gjx/cFa8CEQmFGRkZWVlatfqqsrKye8tTEwIED/fz8AgMD0QACAACopCEugZcySkpK5ubmt2/f/uuvv4YPH05EGhoaFc/YEgqFhw4dIqJhw4YRkZaWFhFVPxjT0tLS19ePj48PDAz8Ur+G3Xiod+/eNczJvv/T0tL6UkeJiJo3b05EGRkZNXwmAABAXanLTaD79u27Y8eOadOmLV++fObMmVVOfOXKp0+fNDU1K16Jjo5++PBhRESEurp6165dBwwYUFcr+vT09D5+/JiXl1fDeg8Pjz/++ENVVbVOPv3bmJubE1FgYCCHGQAAACRTQ1wCL30WL158+/Ztd3f3Ll26EFFycnJpaamsrCwRMQzj5ub26tUrQ0PDUaNGEdHbt2+JqEWLFtU/c9KkSR4eHosXL37w4AF76HtFDx8+PHnypJyc3Pjx42sYslmzZkSUmppaWloqEAgCAgJu3LiRnJwsJyfXuXNne3t7Q0NDdhsjbW3tWv3yAQAAvl8dnwJmZ2dHREVFRbGxscbGxnX78G9z8uTJrVu3CgSC8pdyBQUFq1ev3rVrl0gkKi/T1NTctWtXXc1/kZWVrflRIJ8POMSve/fuKioqUVFRHz9+xIgEAACgooa7BF6aWFtbu7q6/vXXX7a2tjo6OikpKX5+fvb29o8fP169evW1a9fk5eWPHTvGtoROnDhBRNWsw2ItXLjw2LFjjx8/trW19fHxqdgwunLliouLi0gkWrJkSZs2bWoYskmTJl26dHn27Nnu3bt9fHyeP39e8e6KFSumTJnCLisbOHBgbX71AAAAdaCOG0AaGhqysrKlpaXsAmzOLViwYPfu3URUcUnaxIkTz58/T0QyMjIGBgYikSguLu7Tp0/Ozs4JCQns8aKNjYyMTJ8+fQICAgIDA8eMGcN1HAAAAAmCJfAS4sCBAwKB4PDhw+z+iY6OjoqKiuyca3V19ZMnT/bv35+I/v77b39/f3V1dScnp+ofqKqqeunSpSFDhvj7+xsaGtra2hoZGRUWFt65c+fRo0dE5ODgsH79+lqFnD59+q+//rp06VKGYdq2bevi4tKxY8eioqL79++fOHHiyJEjRKSkpFTzWUUAAAB1hqlTISEhRKSjo1O3j/02N27cYH+NDg4OYWFh7MWTJ0+yFxcvXpybm8te/PDhw4QJE4hITk7u2bNnYs65ePFiImrVqpWYP7eStWvXEtH8+fO5jQEAABKLXSv96dMnroNIHC8vLyJSUFAoLCzkOkuD8c3jn1u3bg0fPrx8k53mzZu7ubl9+PCBYZjCwsL169ezp3odOXKkhg9MSkoaM2ZMxR2FiEhdXX3Hjh1lZWW1jZeUlCQQCIhIQ0MjNDS0/LpQKPTw8GA/pVu3brV9LAAAcEWaxj91OQPoxYsX06ZNI6JOnTrV4WO/2Y4dO4jI2dmZPY+TxTaAJk2atHXr1vKL2trax48f//Tp0/Xr13fv3s0O4xobdhug+/fvcx0EAACggZHAJfBSzNLS0tLSMiUlZdiwYc+ePfvw4cPVq1fj4+MLCwuDg4Ozs7N5PJ6np6erq2sNH6irq3vmzJmEhAR/f/+kpCRFRcXOnTsPHjxYUVHxG+Jt27ZNJBKpqKhkZGT06dOnZ8+eRkZGRUVFgYGB79+/JyJZWdknT548ffq0a9eu3/B8AACAb1a7BhC7s12ViouLc3Nz2a/d3Ny+K1QdYdddz5s3r+LFp0+fEtHUqVM/r3dzc7t+/Tpb0Aj16dNHQUEhIiIiKytLTU2N6zgAAAANhqQtgW8MdHR0QkJCtm7dumfPnsjIyMjISPZ6nz59NmzYYGlpWdsHtm7dmn2R+T0Yhjl9+jQRXb9+/cKFC/v373/06BG7moyIOnTosHHjxvv37+/evdvX1xcNIAAAELPaNYDS09OrL5CVld28ebO1tfV3RKozOTk5RNSkSZOKF9PS0ohIT0/v8/oOHToQUfkAorFRUFDo0aPHgwcPgoKCbGxsuI4DAADQYDx+/Li0tFRHR4fbMz0bG0VFxdWrV//222/h4eHv37+Xl5c3MTH54YcfOIyUlpaWkpKipaXVv3///v37r1u3LigoKCkpSUFBwdjY2MTEhIjk5OR279797NkzDnMCAEDjVLsG0PXr16u5q6qqampqqqys/H2R6oyBgUFERMSDBw/at29ffrFt27avXr2Ki4v7/B1ddHQ0ETXmyS8DBw588OBBYGAg2wCKj48PDAz88OGDmppajx49unXrxnVAAAAAiSNpS+AbG4FA0KtXL65T/H/sjtTlbx8VFRUHDx5cqaZp06bllQAAAOJUuwbQTz/9VE856oOTk1NERMTGjRsHDx5cPuXHycnJw8Pj0KFDn88NZs8L69Onj7iDSoyBAwdu2rQpMDDwxYsXCxcuDAgIqHi3c+fOO3bsGDp0KFfxAAAAONGwlsADh1q0aMHn89+/f19QUKCkpFRlDfvGsVWrVuKNBgAAQHyuA9SjOXPmtGnTJi4ubuDAgYcPH87OziaixYsXd+rU6dSpU6tXry4tLWUrc3JyZs2a5efnR0Rz587lMjSn+vfvLxAIQkND+/btGxAQoKam5uTktHTpUldXV11d3ZcvX1pbW+/cuZPrmAAAAGKV/mVs90dWVnbHjh0SsgQeOKSkpNS3b9/i4uLyY2c/d+zYMSKysrISXywAAAAiqn4GUFxc3Dc/18DA4Jt/tq40adLk4sWLw4cPT0xMnDFjxrx588zMzHR0dIyNjSMjIz09Pffv329mZlZYWBgREcEO4Dw8PH788Ueug3OmSZMmRkZGL168yMvLmzRp0q5du8oXxJWWlm7btm3VqlVubm4GBgbscScAAACNQcNaAg/c+vXXX4OCgpYvXz5o0KDPx8O7d+9+8OCBtra2k5MTJ/EAAKAxq64BZGho+M3PZRjmm3+2DnXp0iU8PNzd3f3YsWNFRUXBwcEV76anp/v7+7Nf9+vXb/ny5ba2tlzElCDFxcVEZGxszL6eKicrK7tixQp5eXk3N7eFCxcOHz5cRqZ26wcBAAAaqIa1BB645ejo+M8///j5+fXr12/37t0ODg7skCktLc3T03Pv3r08Hm/fvn3YLxwAAMSvjv8Nr6qqKmkHoDZv3vzw4cO///67n5/f48ePX79+nZmZWVBQwDCMsrKytra2kZGRo6Nj7969uU7KvczMzPj4ePryTtjz588/dOjQ69ev7927h6nLAAAAAJXweLx//vnHycnp2rVr48ePnz17tpGRUX5+/suXL4VCoays7B9//OHg4MB1TAAAaIyqawBlZWV9ftHb23vhwoU8Hs/BweHnn3/W19fX0NCIj4+/fv36rl27CgsLFyxYMHXq1HoL/I00NTUnT548efJkroNItMePH4tEIiIKDw8vKSmRk5OrVCAQCOzs7LZu3RocHIwGEAAASKWGvgQeOKeqqurn5+ft7b1jx46XL18+fPiQiOTl5UeMGLF27douXbpwHRAAABqp6hpA7CmVFT169GjRokXy8vIBAQH9+vUrv96yZcsBAwZMmjSpV69eM2fO7NChw4ABA+olL9SnjIwMImrSpElOTk54eHjfvn0/r2nZsiURffr0SdzhAAAAxEIKlsAD5wQCgaurq6ura3Jy8tu3b1VUVPT19VVUVLjOBQAAjVrtTgHbsmWLSCTy9PSs2P0p165du40bN4pEos2bN9dRPBArTU1NImK3sbx7926VNe/fv6dqD8QFAABobFRVVY2NjY2NjbkOAhKnZcuW/fr169KlC7o/AADAudrtAfTgwQMiGjx48JcK2CO0QkJCvjMWcKJHjx5ycnIfP34kooCAAEtLy/v376enp6uoqPTq1evHH3/k8/kXLlwgoio7gAAAAFJAmpbAAwAAAJSrXQOIHRJVM725pKSEiNgj1aHBUVNTs7e39/X15fF4d+7c6dOnT8W7urq6/fv3j42Nbd++PZb4AQCAtMISeAAAAJBKtVsCxu7/cufOnS8V3L59m4h0dXW/MxZwZePGjcrKygzDMAyjqak5d+7czZs3L1++3NjY+N27d6dOneLxeLt378YZ8AAA0HhgCTwAAABIgdo1gKytrYlo9erVL168+Pzuy5cvV61aVV4GDVFubm5paSn7dU5Ozvv371NSUpKSkth1YUTEMAx2gAYAgEYFS+ABAABACtRuHse6dev8/PzevXvXq1evuXPnOjg4tGvXjohiYmLOnj37xx9/FBYW6urqrlmzpl7CQv1bvnx5SUmJlZXVrVu3SktLz58/X36re/fulpaWW7duXbZsmYODg7y8PIc5AQAAxAZL4AEaCYZhPn78qKio2KRJE66zSLTCwsJ//vnnxYsXioqKffr0sbW15fNrN7EAADhRuwaQlpaWr6/viBEjsrKytm7dunXr1koF6urqp0+fZg+Tggbn48ePN2/eVFRUPHnypKGhYU5Ozt69e0tLSzU0NHr06NGpUyeGYW7cuPHs2bNbt24NHz6c67wAAADi0LJly7dv3965c6dr165VFkjyEvjs7OyoqKj4+Pi8vLz8/HwFBQUVFZW2bdt26tRJXV2d63QAkuLBgwfbtm27ceNGUVERETVr1szJyWn58uWtWrXiOppkyc7OHjt2bEBAQMWeuJyc3OzZs3fs2MHj8TjMBgBfVeudXPr37x8XF+fp6XnkyJGKb7rU1NRmzpy5fPlyNTW1Ok0I4vPkyRORSNSvX79mzZpZWFj4+fmpqKhMmjSpvIDH49nY2Dx79uzx48doAAEAQCNhbW29f//+1atXDxky5POz3iVzCbxQKPTy8vLx8QkJCaly7hKPx+vdu7eLi8vUqVPl5OTEn/CbCYXCK1euBAQEJCYmKisrd+rUacyYMUZGRlzngoZKJBItWLBg7969FS+mpaXt3bvXy8vrn3/+sbe35yqbpImPj+/atSv7b0A5OTltbe3S0tK0tLSSkpJdu3b5+/tHREQIBAKuYwLAF33LVD0NDY2dO3eyG8TcuXMnKCjo48ePmZmZv//+O7o/DRo7xV1LS4uIhgwZQkT+/v6VarS1tYkoMzNT7OkAAAC4sW7dOl1d3by8vF69ei1dujQ0NDQzMzMzMzM0NHTZsmU9e/bMy8uTqCXwycnJpqamv/zyS3BwcHn3h8fjqaiolK/gZhgmJCRk9uzZxsbGUVFR3IWtnQcPHnTu3HnUqFF79+69dOnSyZMnV61aZWxsPHnyZCzBkyifPn06ffr0jh07/vjjD3ZjAa4TfdHs2bPLuz8dOnRwcnIaOXKkhoYGERUVFTk4OFy/fp3TgJJCJBL17NkzNzdXRkZm+/btRUVFSUlJqampeXl5P//8MxG9fPly6NChXMcEgOp811lOLVu2ZM8FA+nANncSExOJiP3P940bN8rKyiqu6X379i0RtWjRgpuIAAAAYtewlsAXFhaOGjXq1atXsrKy1tbWdnZ2/fv319LSUldXZ9/Ml5SUJCUlBQUFXbly5fLlyzExMZaWls+ePWPfAEmyK1eu2Nvbl5SUdOzYcfLkyUZGRvn5+Xfv3vXx8fH29o6IiLh37x62buFcenr60qVLfXx8RCJR+UV1dXVPT8/Zs2dL2hKh+/fvHzp0iIhatmx56tSpAQMGsNeFQuHBgwcXLFggFAqdnJxSUlKUlJQ4Tcq9RYsWZWRk8Pn8oKCgXr16lV9XVFT8559/jI2NV65cefv27cDAwIEDB3KYEwCqwwDXFi9eTEStWrXiOgiTm5uroKAgEAji4uIYhmnTpg0RPXnypLygqKhIT0+PiB4+fMhdTAAA4Ab7SvzTp09cB+HGp0+fFixYoKqqWnEcpaamtmzZsszMTK7T/a+VK1cSkYaGxt27d79a/OzZM/Zv9sWLF4shW0W1Hf8kJSWxv/kLFy4sLS2teCsmJqZjx45ENH78+HpICrUQFxdXzevh0aNHC4VCrjP+H926dSOiJk2aJCcnf37Xz8+PTb5lyxbxZ5M07K5hzs7OXyrQ19cnIgsLCzGGAhAHaRr/VDcDSFZWloi6d+9efqwpe6UmJHmeJ3yJiorKhAkTjhw5MnPmzGvXrg0ePNjLy+vmzZvle16uWrUqMTHR1NS0d+/e3EYFAAAQM3YJ/M6dO5OTk6Ojo+Xk5Nq1a9esWTOuc1V25swZItqwYYOFhcVXi01MTA4ePGhtbX3x4sXPZzbVCsMwR48eTUtLq2F9aGgoEeXk5GzevLnSLR6P5+Tk1Lp164oXPT09c3NzjY2Nmzdvvn379kr1hw4dsra29vX1XbZsmampKREJhcIjR46wy9tr8nzUf399UVGRpaVlcnIyEbVt29bMzExVVVUkEr158+bRo0dCofD8+fMWFhZ2dnYSkp9hmCdPnhCRm5ubjo5OlfW6urrv3r3bvn17WVlZfeeR5HpdXV12C4hNmzZ9qV5fXz8+Pj40NDQhIUHS8qMe9d9T//n1Bqya5hBb0KNHj0pXvvOxUInkzABiGCY5OZld3jV48OA9e/awXzAMk5GRMXPmTCKSlZV98OAB1zEBAIAD0vQGTIqxu/xERkbWsL6goEAgECgoKHzn54aFhdXhANXV1bXiw0UiUdOmTauvnzdvHhGtWLGC/ZHP9zGs5vmor5P6tWvXst/OmDGj+n1zJC2/i4uLROWRwPq4uDgi4vF4EpIH9agXZ700jX94zJfbOvfu3SMiVVVVdm4kEQUFBVXzW1NR//79a1gJS5Ys2bZtW6tWrd69e8d1FiKi8PDwESNGpKamCgQCkUgkEAgsLCxCQkIKCgoUFBSOHj06btw4rjMCAAAHNDU1MzIyPn36xI6EQDI1b97848ePly9ftrGxqUl9VFSUkZFR8+bNU1NTv+dzRSLRrl27aj4D6M6dO6GhocrKynPnzq10i8fjTZo0iV3VxUpOTm7VqpWqqurs2bM/fxRb//r161GjRo0YMYJdtlNSUrJjx44vvdGt9HzU10l9s2bN0tPTe/bs+ejRo9LS0kr1eXl5Bw4cEIlEpqamvr6+kpA/IyPj8OHDRBQZGfml+mfPnl27dk1OTm7hwoX1nUeS69u0aaOoqEhE2dnZTZo0qbL+8ePHt27dkpeXf/r0qaTlRz3qv6e+f//+0jP+4boDBZI1A4iVnJzs6uqqoKBQ/ueEz+cPGzYsIiKC62gAAMAZaXoDVg0ZGRkZGZnevXtXulITHMYu5+DgQERDhw4tKCj4arFQKHR1dSUiW1tbMWSrqFbjn+joaCJq165dNTW3b98moh+rv9sLAAAgAElEQVR//LGOAkLt5Ofns4PGR48efamG/cPZunVrMeaqTkFBAZv5v//++1LN5MmTJW2gzhV2G+yVK1d+qaB79+5E1K1bN3GmAhADaRr/fMsx8FV2kRISEsr/GwoNnY6OzpEjR9LS0tgzHe3t7VNSUq5du9alSxeuowEAANQvoVAoFAorHmAkrDEOY5dzd3dXUlK6efOmhYXF1atXi4qKqiwrLS29ffu2tbX1X3/9xePx5s+fL+actaKjo8Pn85OSkgoLC79Uwx5mr6urK8Zc8L/i4+OJiM/nVzwfqpJBgwYREbuVjCRQVFRkD+9j1w9+LjMz8/Tp00RUfjpYY/bTTz8R0fbt2z98+PD53cuXL4eHhxPRokWLxJ0MAGrsW46Bv3379v379xctWsQetBkWFjZ27NiEhARZWdmffvrJx8eH3SIeGjoVFZXp06efOHEiJiaGPSEeAABA6t29e5eIKp729eDBA87S1J6pqemxY8ecnJzCwsJsbGyUlJR69OjRrFkzTU1NVVXVvLy8jIyM9PT08PDwnJwc9kc8PT2trKy4jV09FRWV3r17BwcHnzx5kp2yVAnDMEePHiWiwYMHiz2dWDEMExkZ+fbtWxUVlfbt27NbN0oCduY4wzAlJSVycnJV1uTl5RERn183b6DrxMyZMzdu3PjgwYOVK1du2LCh4in1mZmZP/30E/uG293dnbuMkuLo0aNXrlwpLi7u0KHDrVu32Pk+LC8vr1mzZhGRoaHhhAkTuMsIAF9T2ylD06dPZ38wNTWVYZj8/PxKe2gbGxtXOpsTqieBS8DKFRcXq6io8Hi8Ko/GBACARkWapkBLvYCAAPYwrOqZmJhcvnyZk4S1Hf/4+voSkaamZnR09Od3N27cyD4tPz+/TmNKkOLi4u3bt1ec4sTn883Nze/du8d1NIZhmJKSErZ7cvz48S/V9O3bl/3HgjiDVS8/P7+8idatW7cjR46EhITcv39/w4YN5Zt9TJgwgeuYkuL69esCgYD9bWndurW1tfWPP/7IzqIioqZNm6alpXGdEaDuSdP4p3YNoHPnzrH/927Xrl1GRgbDMN7e3kSko6Nz9+7dS5cuaWlpEZGPj0/9pJVOktwAYhiG3ULS29ub6yAAAMAxaRoA1YmysrK3b99Kcsfh6dOnmzdvdnZ2HjBgQNeuXdu3b29qajpgwABnZ+fff/+9mn1PxKC245+ysrKRI0cSkZaW1t9//11cXMxef/fu3bRp09huCFfNLDHIyMgoX4Wkrq6ur6/funVr9sQ3Ho+3ceNGrgMyDMOw+6o2a9YsKyvr87vsJk1EJCFpy718+bKajV0HDBhQVFTEdUYJEh4e3qpVq89/o/r06ZOTk8N1OoB6IU3jn9o1gNhZtVOmTCkrK2OvsHu57dq1i/320KFDRDRkyJA6jinVJLwBtHv3biKaOHEi10EAAIBj0jQA+ga3bt3y8PDIzs5mvw0NDWUnQcvKyo4YMYJ9MQY19w3jn9zc3BEjRrD/2mzSpEnXrl07dOjArieSl5eX4heQIpHI0tKSiNhjmCqSk5Njfwe8vLy4jslcvHiRTWVkZPTq1avy62VlZSdOnGDbVcrKyhLYJkhKSrKzs6v0eysvL7969eqSkhKu00miW7duOTk59ezZc8CAAbNmzapyXh6A1JCm8U91x8B/rnXr1omJic+fPzc2NmavtGjR4sOHD1FRUR06dCCiN2/e6OvrGxgYxMbG1vyxjZykHQNfCXs6rJaWFnswPNdxAACAM435GPgZM2awx0WnpqY2b968oKCgU6dOCQkJ5QXGxsZPnjyRkfmW3RUbp28b/5SVlf3zzz87d+588uQJe0VZWdnOzs7Dw4Mdi0olb2/vyZMn8/n8srKyJk2ajB49unPnzgUFBffv379z5w47mFdTU4uNjS1fjMOV0aNHX7hwgYj4fP7AgQNNTU0LCwtv374dFxfHFpw9e9be3p7TjF8UGxt748aNhIQERUXFDh06WFtbY2NTACDpGv/Ubpjy8eNHImrZsiX7bUJCwocPH7S0tMr/xlVTUyOi9+/f12lI4FLHjh3bt28fHR398OHDgQMHch0HAABA3M6fP892f9q1a8fubnvmzJmEhAQdHZ2TJ0/m5OS4urq+ePHi5MmTzs7OXIeVcnw+39nZ2dnZOS0t7f379/Ly8vr6+uzUEim2d+9eIiorK7OxsTl27Bi75QLr/v37Tk5OqampWVlZJ0+enDt3LncxiYhOnjw5YcKEc+fOlZWV3bt37969e+W3ZGRkDh06JLHdHyIyNDQ0NDTkOgUAQD2q3Sb8P/zwAxGlpqay3965c4f+77GIb9++JSKcGCVlbG1tiejSpUtcBwEAAODAn3/+SURTpkx5/fo1OyPAz8+PiJYtW2ZhYWFra8vuQPz3339zm7NRadasWdeuXY2MjKS++1NQUMCert2zZ89z585V7P4Qkbm5+dWrV9mpZ+wfS24pKCicOXPmzJkzvXr1Kj9RS1FRcfz48c+fP58yZQq38QAAGrnaNYCMjIyIyMfHh4gYhvnrr7+IaPjw4eUFJ06cICI9Pb26zAhcY/dcZCf0AgAANDbR0dFEtGjRovJ/0AYGBhLRsGHD2G/ZTRLj4+M5CgjS7OPHj+wir61bt1Z5vLqZmRk7Go+MjBR3uKrweLwxY8Y8evQoMzPz+fPn0dHRWVlZJ06cYLeIBgAADtVuCdi8efMuXbq0ZcuW2NjY7OzswMBABQUFdnpIdHT0sWPH2A2DHR0d6yUscKRfv35aWlqxsbGRkZFsExAAAKDxwBJ44FBZWRkR8Xi8ipPuK+nSpculS5eKiorEmOvrmjZt2rRpU65TAADA/6rdDCArK6sZM2YwDHP27NmAgAAicnNza9GiBRH9/fffmzZtKi0tbd++/fTp0+slLHBEIBCwh8FjFRgAADRCWAIPHGIP+WIYJjQ09Es1r169IiKpXw0HAADfqXYNICI6ePDgiRMnJk6cOHLkyAMHDqxfv778lo6Ojqura1hYmIKCQp2GBO6xR2OiAQQAAI0QlsADh5o1a8Z+sWTJEqFQ+HnBq1ev2N1/pPgcNAAAqBPfcljp+PHjx48fX+miu7u7p6dnXUQCSfTTTz8pKCiEhISkpqayc74AAAAaCSyBBw4pKyubmZk9efIkKChowoQJXl5eqqqq5XfDw8Pt7e1LS0uJaMSIEdzFBACABqDWM4C+BJNOpZuysrKVlVVZWdmVK1e4zgIAACBWWAIP3Prll1+IiM/nnz592tDQcP78+QcPHty1a5e9vX3v3r0TExOJSFVV9eeff+Y6KQAASLRvmQFERLm5uYGBgaGhoWlpadra2h4eHu/fv2/WrFmVZxOAdLCzs7ty5cqlS5emTp3KdRYAAACxOnjw4KBBg65evZqbm2ttbT1z5szyWzo6OtbW1jt37sQSeKgnU6ZMOXbs2MOHDxUVFT9+/Lhnz57yWzIyMgKBQCQSbdy4EbtQAQBA9b5lBtD+/fv19PRsbGzWrl37559/sqeD+/r6tmrVaseOHXWdECTFyJEj+Xy+v79/fn4+11kAAADEbfz48X///feFCxcqdn/c3d2Tk5OPHDnSpEkTDrOBdJORkTl//nz37t0LCwuJqHnz5oaGhvr6+ioqKkKhUCQSLV++fO7cuVzHBAAASVfrBtC6detmz56dlZXF5/MNDQ3/90F8fnp6upubm5ubW50mBEnRvHnznj17FhYWsrPfAQAAAEvgQTy0tbUDAwM9PDzU1dU/fPgQGxsbHx+fl5fXtWvXK1eubNq0ieuAAADQANSuAfT48WMPDw8icnFx+fDhQ0xMTPmtuXPnbtiwgYh27NgRHh5etylBQuAsMAAAaMxyc3OvXr26Zs2aOXPmrF27lojev39fUlLCdS5oFBQVFdesWfPx48egoKCTJ09evHgxOjr6yZMnFQ+kAwAAqEbtGkDsIRc2Njbe3t5aWloVb8nKyq5cuXLOnDlEtH379jqMCJKDbQBdvnxZJBJxnQUAAECssAQeJIGMjEy/fv3GjRtnZ2fXrl07ruMAAEBDUrtNoENCQoho8eLFXyqYPn36vn37nj179r256kF2dnZUVBQ7XTY/P19BQUFFRaVt27adOnVSV1fnOl3DYGxs3K5du5iYmEePHvXr14/rOAAAAGKybt06dhI0n8/X19ePjY1lr5cvgX///j1egAEAAIAkq10DKCkpiYg6duz4pYIffviBiN68efOdseqQUCj08vLy8fEJCQlhGObzAh6P17t3bxcXl6lTp+IUs68aMWLEzp07L126hAYQAAA0EhWXwG/fvl1LS4vH47G35s6dW1hY+Ntvv+3YsePnn3/u3r07p0kBAAAAvqh2S8CaNm1K/9MGqtKrV6+IqHXr1t8Zq64kJyebmpr+8ssvwcHB5d0fHo+noqJSvmsjwzAhISGzZ882NjaOioriLmzDwK4Cu3jxItdBAAAAxARL4AEAAEAK1K4B1KtXLyI6fvz4lwr8/PyIyNTU9Dtj1YnCwsJRo0a9evVKVlbWzs7Oy8srMjIyLS2ttLQ0Nze3qKiouLg4NjbW29vb0dFRSUkpJibG0tIyPT2d6+ASbcCAARoaGlFRUWiWAQBAI1GTJfBEJJlL4AEAAABYtWsALViwgMfj7d279/Dhw5/f9fPz27ZtGxGNHj26btJ9n/Xr14eFhWloaPj7+1+8eHHq1KkdO3bU0tISCARsgZycnIGBgYuLy6lTp0JCQvT09FJSUjZv3sxtbAknIyMzatQoIvL19eU6CwAAgDg0xCXwAAAAAJXUrgFkZWW1dOnSsrKyGTNmdO/efdmyZUSUkZGxc+fOsWPHjho1qqysbOzYsY6OjvWTtnbOnDlDRBs2bLCwsPhqsYmJycGDBwmLm2pg3LhxhAYQAAA0Gg1uCTwAAADA52rXACKi9evXr1mzRllZ+b///tuyZQsRJSYmLlq06MyZMwzDODs7Hzp0qO5jfpOEhAQiGjRoUA3rLSwsBAJBNcM7YFlaWjZv3vz169dPnjzhOgsAAEC9a1hL4AEAAACqVOsGkIyMjIeHR3R09KpVq+zt7Y2NjXV1dS0tLWfPnh0UFOTj46OmplYfQb8B+74uLi6uhvUJCQkikYj9KaiGQCAYO3YsYRIQAAA0Dg1rCTwAAABAlWrdAGK1bNly3bp1Z8+eff78eVJS0q1bt/bt29e3b9+6DfedzM3NiWjPnj2FhYVfLRaJRFu3bqX/ecsH1WNXgZ08ebL8bDUAAABp1bCWwAMAAABU6RsbQNUTCoX18djacnd3V1JSunnzpoWFxdWrV4uKiqosKy0tvX37trW19V9//cXj8ebPny/mnA1Rv3792rRpk5SU9PDhQ66zAAAA1LsGtAQeAAAAoEoyNSkSiURxcXGpqam6urr6+vrVVBYVFd24cWPKlCkZGRl1lPDbmZqaHjt2zMnJKSwszMbGRklJqUePHs2aNdPU1FRVVc3Ly8vIyEhPTw8PD8/JyWF/xNPT08rKitvYDQKPxxs7duzWrVt9fX379+/PdRwAAID6xS6Bnz59+oEDB16+fBkdHZ2VldW+ffuOHTtOnDhR0iZBAwAAAHzuKw2goqKiFStW7N+/v7i4mL1iZmZ24MABdp3Us2fPvL29w8PDs7Ozs7Oz8/Pz09PTy8rK6j11jY0dO1ZDQ8PNzS0iIqKgoOD+/ftfqjQxMdm0aZONjY044zVo48eP37p166lTp3bu3CkjU6NOIgAAQIPGLoHnOgUAAADAt6ju3+0Mw1hZWVVa4/PkyRMrK6ugoKAPHz7Y2dl9aV2V5LCysnr69GlERMSNGzdevHjx5s2bvLy8goICRUVFVVXVtm3bdu7ceejQoWZmZnX1iWVlZYcPH87KyqphfWhoKEnMurmaMzMzMzIyioyMvHPnzpAhQ7iOAwAAwDGhUIg3IgAAACCxqhumnDp1iu3+tGnTZvr06YaGhqmpqadPnw4KCpo2bVpmZmZRUZGSkpKNjU3r1q0VFRWFQqGamlqrVq1qfvK62JiamortcNb//vtv1qxZtf2p3Nzc+ghTrxwdHdeuXevr64sGEAAASJ8GugQeAAAAoErVNYC8vb2JqFOnTiEhIaqqquzFX3/9dcyYMefPnycifX39hw8fNm/eXAxBG5Bu3brt3bs3KSmphvV37twJDQ0t/x1uQMaPH7927dpz5879+eef8vLyXMcBAACoGw19CTwAAADA56prAMXFxRHRokWLKvYmeDze0qVL2QbQb7/91tC7P+zKrxs3bmhra9fVM/l8/pw5c2pev2TJktDQ0IY4abxDhw5du3Z9+vTpjRs37OzsuI4DAABQB6RjCTwAAABAJdU1HRISEojI0NCw0vX27duzX3Tq1KmeYonN06dPiai0tJTrIA3VuHHjnj596uvriwYQAABIB2laAg8AAABQrroGUElJCRE1bdq00nUNDQ32C0VFxXqK9f0Yhqn5ZGyhUCgSicq/FQgE9RNKCo0fP37FihUXL17My8tTUVHhOg4AAMD3whJ4AAAAkEr8r1bweDwx5KhzO3bskKkBtrhNmzafX4Sa0NPT69u3b0FBweXLl7nOAgAAUAeqWQLPfi0FS+ABAACgEfp6A6iB+nziEtSTn3/+mYiOHj3KdRAAAIA60BiWwAMAAEAjJLWzXaZNmyYQCObNm5eXl6epqenp6VnlNs8ODg5EdPDgQU1NTbFnlBITJkxYunRpQEBAQkJC69atuY4DAADwXRr0EngAAACAL5HaBhARTZkyxdzcfOLEiSEhIWvWrPHy8rK1ta2y0sbGplWrVmKOJzXU1NRGjRp14sSJo0ePrlmzhus4AAAAdaCBLoEHAAAA+BKpXQLGMjAwCAwM9PDw+PTpk52d3YwZM/Ly8rgOJYWmTp1KREeOHKm4lzYAAAAAAAAASIivN4AGDhyo/plqblUskAQyMjJr1qwJDAzU19c/fPhw165d2bNdoQ79+OOPhoaG79698/f35zoLAAAAAAAAAFT29QZQbm5u1mequVWxQHL07dv36dOnkyZNiouLMzc3d3d3Ly0t5TqU9ODxeFOmTCGiI0eOcJ0FA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width="768" /></p> <p>Confidence intervals for the parameter estimates are obtained using the <code>mkinparplot</code> function.</p> <pre class="r"><code>mkinparplot(fit)</code></pre> -<p><img src="data:image/png;base64,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" 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" width="768" /></p> <p>A comprehensive report of the results is obtained using the <code>summary</code> method for <code>mkinfit</code> objects.</p> <pre class="r"><code>summary(fit)</code></pre> -<pre><code>## mkin version used for fitting: 0.9.50.4 +<pre><code>## mkin version used for fitting: 1.0.3 ## R version used for fitting: 4.0.3 -## Date of fit: Thu Nov 19 14:46:12 2020 -## Date of summary: Thu Nov 19 14:46:13 2020 +## Date of fit: Mon Feb 15 14:11:17 2021 +## Date of summary: Mon Feb 15 14:11:17 2021 ## ## Equations: ## d_parent/dt = - k_parent * parent @@ -498,7 +472,7 @@ print(FOCUS_2006_D)</code></pre> ## ## Model predictions using solution type analytical ## -## Fitted using 401 model solutions performed in 0.148 s +## Fitted using 401 model solutions performed in 0.143 s ## ## Error model: Constant variance ## @@ -541,11 +515,11 @@ print(FOCUS_2006_D)</code></pre> ## ## Parameter correlation: ## parent_0 log_k_parent log_k_m1 f_parent_qlogis sigma -## parent_0 1.000e+00 5.174e-01 -1.688e-01 -5.471e-01 -1.171e-06 -## log_k_parent 5.174e-01 1.000e+00 -3.263e-01 -5.426e-01 -8.481e-07 -## log_k_m1 -1.688e-01 -3.263e-01 1.000e+00 7.478e-01 8.209e-07 +## parent_0 1.000e+00 5.174e-01 -1.688e-01 -5.471e-01 -1.172e-06 +## log_k_parent 5.174e-01 1.000e+00 -3.263e-01 -5.426e-01 -8.483e-07 +## log_k_m1 -1.688e-01 -3.263e-01 1.000e+00 7.478e-01 8.205e-07 ## f_parent_qlogis -5.471e-01 -5.426e-01 7.478e-01 1.000e+00 1.305e-06 -## sigma -1.171e-06 -8.481e-07 8.209e-07 1.305e-06 1.000e+00 +## sigma -1.172e-06 -8.483e-07 8.205e-07 1.305e-06 1.000e+00 ## ## Backtransformed parameters: ## Confidence intervals for internally transformed parameters are asymmetric. |