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@@ -199,13 +199,14 @@ <h1 id="machine-learning-tasks-in-tdc">Machine Learning Tasks in TDC</h1>
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     <td rowspan="2" style="vertical-align:middle;"><strong><i>ML Tasks</i></strong></td>
-    <th colspan="3" scope="colgroup" style="text-align:center;"><i>Therapeutic Modalities</i></th>
+    <th colspan="4" scope="colgroup" style="text-align:center;"><i>Therapeutic Modalities</i></th>
     <th colspan="5" scope="colgroup" style="text-align:center;"><i>Stages of Discovery and Development</i></th>
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     <th scope="col" style="text-align:center;">Small Molecules</th>
     <th scope="col" style="text-align:center;">MacroMolecules</th>
     <th scope="col" style="text-align:center;">Cell &amp; Gene Therapy</th>
+    <th scope="col" style="text-align:center;">Peptides</th>
     <th scope="col" style="text-align:center;">Target Discovery</th>
     <th scope="col" style="text-align:center;">Activity Modeling</th>
     <th scope="col" style="text-align:center;">Efficacy &amp; Safety</th>
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-    <th scope="row"><a href="/overview">More... find a comprehensive list of tasks in each ML Problem's page.</a></th>
-    <td style="text-align:center;"></td>
-    <td style="text-align:center;"></td>
-    <td style="text-align:center;"></td>
+    <th scope="row"><a href="/single_pred_tasks/MPC">MPC</a></th>
+    <td style="text-align:center;"><span class="icon"><i class="fas fa-check"></i></span></td>
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