Refactor summary headers in patient and clinician summaries

app.py

@@ -304,7 +304,7 @@ def build_patient_summary(chat_history: List[Tuple[str, str]], meta: Dict[str, A
     total = meta.get("Total_Score") or display_json.get("Total_Score")
     transcript_text = transcript_to_text(chat_history)
     return (
-        "### Summary for Patient\n\n"
+        "# Summary for Patient\n\n"
         "Thank you for your time. The clinician will review your conversation and follow up with you. \n\nHere is a copy of our conversation so you can review it later.\n\n"
         f"```\n{transcript_text}\n```"
     )
@@ -320,10 +320,10 @@ def build_clinician_summary(chat_history: List[Tuple[str, str]], meta: Dict[str,
     scores_lines = "\n".join([f"- {k}: {v}" for k, v in scores.items()])
     conf_str = ", ".join([f"{c:.2f}" for c in confidences]) if confidences else ""
     return (
-        "### Clinician Summary\n\n"
+        "# Summary for Clinician\n\n"
         f"- Severity: **{severity}**  \n"
         f"- PHQ‑9 Total: **{total}**  \n"
-        f"- High Risk: **{risk}**\n\n"
+        # f"- High Risk: **{risk}**\n\n"
         f"#### Item Scores\n{scores_lines}\n\n"
         "#### Conversation Transcript\n\n"
         f"```\n{transcript_text}\n```"