[2025-10-02T04:38:18.750642] [QUERYOME] Starting research for query 1886: 'Instructions:
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer.

Question:
A 32 years old female came for routine PAP smear testing. The repo came as carcinoma in situ. What is the next step?

Options:
A. HPV-DNA testing
B. Hysterectomy
C. Conization
D. Colposcopy and biopsy'
[2025-10-02T04:38:18.781430] [PI] Starting research for query: 'Instructions:
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer.

Question:
A 32 years old female came for routine PAP smear testing. The repo came as carcinoma in situ. What is the next step?

Options:
A. HPV-DNA testing
B. Hysterectomy
C. Conization
D. Colposcopy and biopsy'
[2025-10-02T04:38:18.783127] Saving text to bench_final/run1/medmcqa/medmcqa_3446/pi_initial_prompt.txt
[2025-10-02T04:38:18.806917] [PI] Calling o3 for initial analysis...
[2025-10-02T04:38:28.953102] [PI] Reasoning iteration 1
[2025-10-02T04:38:28.956152] [PI] Executing function call 1: hybrid_search
[2025-10-02T04:38:28.957839] [PI] Function arguments: {'query': 'Pap smear report showing carcinoma in situ management next step colposcopy biopsy', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T04:38:28.960538] Saving JSON to bench_final/run1/medmcqa/medmcqa_3446/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T04:38:30.481579] [PI] Function hybrid_search executed successfully
[2025-10-02T04:38:30.483441] Saving JSON to bench_final/run1/medmcqa/medmcqa_3446/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T04:38:30.490709] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T04:38:39.421491] [PI] Reasoning iteration 2
[2025-10-02T04:38:39.423162] [PI] Executing function call 1: hybrid_search
[2025-10-02T04:38:39.425736] [PI] Function arguments: {'query': 'cervical cytology result carcinoma in situ next step colposcopy', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T04:38:39.430435] Saving JSON to bench_final/run1/medmcqa/medmcqa_3446/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T04:38:40.938855] [PI] Function hybrid_search executed successfully
[2025-10-02T04:38:40.941486] Saving JSON to bench_final/run1/medmcqa/medmcqa_3446/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T04:38:40.947585] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T04:38:50.377680] [PI] Reasoning iteration 3
[2025-10-02T04:38:50.380620] [PI] No function calls found in response
[2025-10-02T04:38:50.382041] [PI] No more function calls - research complete
[2025-10-02T04:38:50.384121] Saving text to bench_final/run1/medmcqa/medmcqa_3446/pi_final_answer.txt
[2025-10-02T04:38:50.393493] [QUERYOME] Query completed successfully
