Update app.py

app.py

@@ -485,18 +485,23 @@ def analyze_composite(msg1, date1, msg2, date2, msg3, date3, *answers_and_none):
     darvo_scores = [r[0][5] for r in results]
     dates_used = [r[1] or "Undated" for r in results]  # Store dates for future mapping
 
-    # Use weighted pattern scoring
+   
+    # --- Composite Abuse Score with Aggression Weighting ---
     composite_abuse_scores = []
-    for score_dict in results:
+
+    for top_label, score_dict in results:
+        pattern_scores = score_dict.get("pattern_scores", {})
         weighted_score = 0
-        for label, score in score_dict["pattern_scores"].items():
+
+        for label, score in pattern_scores.items():
             if label == "aggression":
-                weighted_score += score * 1.5
+                weighted_score += score * 1.5  # Boost aggression impact
             else:
                 weighted_score += score
-    composite_abuse_scores.append(weighted_score)
 
-    # Average across all messages
+        composite_abuse_scores.append(weighted_score)
+
+# Average and scale to percentage
     composite_abuse = int(round(sum(composite_abuse_scores) / len(composite_abuse_scores) * 100))
 
     most_common_stage = max(set(stages), key=stages.count)