add patient data at the end

core/hbv_assessment.py

@@ -255,22 +255,6 @@ def assess_hbv_eligibility(patient_data: Dict[str, Any]) -> Dict[str, Any]:
         
         # Create prompt for LLM to analyze patient against guidelines
         analysis_prompt = f"""You are an HBV treatment eligibility assessment system. Analyze the patient data against the SASLT 2021 guidelines.
-PATIENT DATA:
-- Sex: {sex}
-- Age: {age} years
-- Pregnancy Status: {pregnancy_status}
-- HBsAg Status: {hbsag_status}
-- HBsAg Duration: {duration_hbsag} months
-- HBV DNA Level: {hbv_dna:,.0f} IU/mL
-- HBeAg Status: {hbeag_status}
-- ALT Level: {alt_level} 
-- Fibrosis Stage: {fibrosis_stage}
-- Necroinflammatory Activity: {necroinflammatory}
-- Extrahepatic Manifestations: {extrahepatic}
-- Immunosuppression: {immunosuppression}
-- Coinfections: {', '.join(coinfections) if coinfections else 'None'}
-- Family History (Cirrhosis/HCC): {family_history}
-- Other Comorbidities: {', '.join(comorbidities) if comorbidities else 'None'}
 
 
 SASLT 2021 GUIDELINES (Retrieved Context):
@@ -365,6 +349,24 @@ CRITICAL REQUIREMENTS:
 4. Use ONLY the 5 sections listed above.
 5. Cite exact page at end of each bullet: [SASLT 2021, Page X].
 6. Return ONLY valid JSON, no markdown, no extra text.
+
+PATIENT DATA:
+- Sex: {sex}
+- Age: {age} years
+- Pregnancy Status: {pregnancy_status}
+- HBsAg Status: {hbsag_status}
+- HBsAg Duration: {duration_hbsag} months
+- HBV DNA Level: {hbv_dna:,.0f} IU/mL
+- HBeAg Status: {hbeag_status}
+- ALT Level: {alt_level} 
+- Fibrosis Stage: {fibrosis_stage}
+- Necroinflammatory Activity: {necroinflammatory}
+- Extrahepatic Manifestations: {extrahepatic}
+- Immunosuppression: {immunosuppression}
+- Coinfections: {', '.join(coinfections) if coinfections else 'None'}
+- Family History (Cirrhosis/HCC): {family_history}
+- Other Comorbidities: {', '.join(comorbidities) if comorbidities else 'None'}
+
 """