[2025-10-01T15:19:52.842565] [QUERYOME] Starting research for query 77: '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 surgeon with less experience of laparoscopic cholecystectomy while doing laparoscopic surgery found some stone in common bile duct. What should he ideally do?

Options:
A. Open cholecystectomy with choledochoduodenostomy
B. Laparoscopic exploration of CBD and removal of stone
C. Laparoscopic CBD exploration through the cystic duct
D. Open CBD exploration'
[2025-10-01T15:19:52.886698] [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 surgeon with less experience of laparoscopic cholecystectomy while doing laparoscopic surgery found some stone in common bile duct. What should he ideally do?

Options:
A. Open cholecystectomy with choledochoduodenostomy
B. Laparoscopic exploration of CBD and removal of stone
C. Laparoscopic CBD exploration through the cystic duct
D. Open CBD exploration'
[2025-10-01T15:19:52.888180] Saving text to bench_final/run1/medmcqa/medmcqa_1637/pi_initial_prompt.txt
[2025-10-01T15:19:52.892910] [PI] Calling o3 for initial analysis...
[2025-10-01T15:20:01.546625] [PI] Reasoning iteration 1
[2025-10-01T15:20:01.548571] [PI] Executing function call 1: hybrid_search
[2025-10-01T15:20:01.552208] [PI] Function arguments: {'query': 'management of common bile duct stone found during laparoscopic cholecystectomy inexperienced surgeon convert to open', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T15:20:01.553372] Saving JSON to bench_final/run1/medmcqa/medmcqa_1637/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T15:20:04.033087] [PI] Function hybrid_search executed successfully
[2025-10-01T15:20:04.036231] Saving JSON to bench_final/run1/medmcqa/medmcqa_1637/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T15:20:04.042798] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T15:20:07.761605] [PI] Reasoning iteration 2
[2025-10-01T15:20:07.763891] [PI] Executing function call 1: bm25_mesh_terms_search
[2025-10-01T15:20:07.766952] [PI] Function arguments: {'query': 'Conversion to open surgery when common bile duct stones found during laparoscopic cholecystectomy inexperienced surgeon', 'k': 10}
[2025-10-01T15:20:07.768651] Saving JSON to bench_final/run1/medmcqa/medmcqa_1637/pi_iteration_2_tool_call_2_bm25_mesh_terms_search.json
[2025-10-01T15:20:09.018406] [PI] Function bm25_mesh_terms_search executed successfully
[2025-10-01T15:20:09.021484] Saving JSON to bench_final/run1/medmcqa/medmcqa_1637/pi_iteration_2_tool_result_2_bm25_mesh_terms_search.json
[2025-10-01T15:20:09.028534] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T15:20:18.816588] [PI] Reasoning iteration 3
[2025-10-01T15:20:18.818544] [PI] No function calls found in response
[2025-10-01T15:20:18.821850] [PI] No more function calls - research complete
[2025-10-01T15:20:18.823815] Saving text to bench_final/run1/medmcqa/medmcqa_1637/pi_final_answer.txt
[2025-10-01T15:20:18.847300] [QUERYOME] Query completed successfully
