fix Deterministic logic

core/hbv_assessment.py

@@ -572,6 +572,8 @@ PAGE-TO-TOPIC MAPPING GUIDANCE (for correct citations):
             if result.get("eligible") != is_eligible:
                  logger.warning(f"LLM contradicted deterministic eligibility. Expected: {is_eligible}, Got: {result.get('eligible')}. Overriding.")
                  result["eligible"] = is_eligible # Force correct eligibility status
+                 # Override recommendations with deterministic rationale since LLM was wrong
+                 result["recommendations"] = f"Eligibility and Rationale:\n- {DETERMINISTIC_RATIONALE}\n\nTreatment Recommendations:\n- {'Initiate antiviral treatment with first-line agents (ETV, TDF, TAF) as indicated [SASLT 2021, Page 8].' if is_eligible else 'Treatment not indicated at this time; continue monitoring [SASLT 2021, Page 6].'}\n\nMonitoring and Follow-up:\n- Monitor HBV DNA, ALT, and fibrosis every 3-6 months [SASLT 2021, Page 7].\n\nReferences:\n- SASLT 2021, Pages 6-8."
 
             normalized_recs = normalize_recommendations(result.get("recommendations", ""))
             assessment_result = {