Update app.py

app.py

@@ -23,6 +23,9 @@ def json_to_markdown(data) -> str:
     Handles both:
       - Full dict with patient_id, hcc_code, model_version, final_analysis
       - Just a list of diagnoses
+    Priorities:
+      - Explicit = yes takes priority over implicit
+      - MEAT, Tests, Comorbidities are expandable
     """
     try:
         # Case 1: full dict
@@ -43,7 +46,7 @@ def json_to_markdown(data) -> str:
         # Header
         md = f"""
 <div style="border:2px solid #4CAF50; padding:15px; border-radius:10px; background:#f9fdf9;">
-  <h2 style="color:#2e7d32;">📋 Patient Report</h2>
+  <h2 style="color:#2e7d32;">📋 HCC Chart Validation Report </h2>
   <p><b>🧾 Patient ID:</b> {patient_id}</p>
   <p><b>🏷️ HCC Code:</b> {hcc_code}</p>
   <p><b>⚙️ Model Version:</b> {model_version}</p>
@@ -58,8 +61,20 @@ def json_to_markdown(data) -> str:
   <h3 style="color:#1565c0;">{idx}. {diag.get("diagnosis", "Unknown Diagnosis")}</h3>
   <p><b>ICD-10:</b> {diag.get("icd10", "N/A")}</p>
   <p><b>Reference:</b> <a href="{diag.get("reference","")}" target="_blank">{diag.get("reference","")}</a></p>
-  <p><b>Explicit:</b> {diag.get("answer_explicit","N/A")} — {diag.get("rationale_explicit","")}</p>
-  <p><b>Implicit:</b> {diag.get("answer_implicit","N/A")} — {diag.get("rationale_implicit","")}</p>
+"""
+
+            # --- Explicit / Implicit Priority ---
+            explicit_ans = diag.get("answer_explicit", "N/A")
+            explicit_rat = diag.get("rationale_explicit", "")
+            implicit_ans = diag.get("answer_implicit", "N/A")
+            implicit_rat = diag.get("rationale_implicit", "")
+
+            if explicit_ans.lower() == "yes":
+                md += f"<p><b>Explicit:</b> {explicit_ans} — {explicit_rat}</p>"
+            else:
+                md += f"<p><b>Implicit:</b> {implicit_ans} — {implicit_rat}</p>"
+
+            md += f"""
   <p><b>Clinical Status:</b> {diag.get("clinical_status","N/A")}</p>
   <p><b>Status Rationale:</b> {diag.get("status_rationale","")}</p>
 """
@@ -116,6 +131,7 @@ def json_to_markdown(data) -> str:
 
 
 
+
 # ---------- Pipeline ----------
 # ---------- Updated Pipeline (single PDF) ----------
 def process_pipeline(pdf_file, hcc_code, model_version, csv_path=CSV_PATH, output_folder="outputs"):