Update app.py

app.py

@@ -91,18 +91,22 @@ raw_score_output = "\n".join(score_lines)
     else:
         resources = "For more information on abuse patterns, consider reaching out to support groups or professional counselors."
 
-    # Prepare the result summary and detailed scores
-    result = (
-        f"Abuse Patterns Detected: {pattern_count} out of {len(PATTERN_LABELS)}\n"
-       
-        f"Abuse Level: {abuse_level}% - {abuse_description}\n"
-        
-        "The Danger Assessment is a validated tool used to help identify the level of risk for serious injury or homicide in cases of intimate partner violence.. " 
-        "It looks for specific abusive patterns that increase the likelihood of severe harm.\n"
-       
-        f"The messages just analyzed contain at least {danger_flag_count} critical flags.\n"
-       
-        f"Resources: {resources}"
+    # Get top 2 highest scoring abuse patterns (excluding 'non_abusive')
+    scored_patterns = [(label, score) for label, score in zip(PATTERN_LABELS, scores[:14])]
+    top_patterns = sorted(scored_patterns, key=lambda x: x[1], reverse=True)[:2]
+    top_patterns_str = "\n".join([f"• {label.replace('_', ' ').title()}" for label, _ in top_patterns])
+
+# Format final result
+result = (
+    f"Abuse Risk Score: {abuse_level}% – {abuse_description}\n"
+    "This message contains signs of emotionally harmful communication that may indicate abusive patterns.\n\n"
+    f"Most Likely Patterns:\n{top_patterns_str}\n\n"
+    f"⚠️ Critical Danger Flags Detected: {danger_flag_count} of 3\n"
+    "The Danger Assessment is a validated tool that helps identify serious risk in intimate partner violence. "
+    "It flags communication patterns associated with increased risk of severe harm. "
+    "For more info, consider reaching out to support groups or professionals.\n\n"
+    f"Resources: {resources}"
+)
 )
     
     # Return both a text summary and a JSON-like dict of scores per label