[2025-10-01T06:09:06.320744] [QUERYOME] Starting research for query 1239: '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:
Removal of veebral disc can be done by all these approaches except: 

Options:
{'A': 'Laminotomy', 'B': 'Laminectomy', 'C': 'Laminoplasty', 'D': 'Hemilaminectomy'}'
[2025-10-01T06:09:06.392300] [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:
Removal of veebral disc can be done by all these approaches except: 

Options:
{'A': 'Laminotomy', 'B': 'Laminectomy', 'C': 'Laminoplasty', 'D': 'Hemilaminectomy'}'
[2025-10-01T06:09:06.393960] Saving text to bench_final/run1/medmcqa/medmcqa_1238/pi_initial_prompt.txt
[2025-10-01T06:09:06.399261] [PI] Calling o3 for initial analysis...
[2025-10-01T06:09:11.587930] [PI] Reasoning iteration 1
[2025-10-01T06:09:11.590672] [PI] Executing function call 1: hybrid_search
[2025-10-01T06:09:11.592192] [PI] Function arguments: {'query': 'laminoplasty procedure indications not for disc removal vs laminectomy laminotomy hemilaminectomy discectomy', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T06:09:11.594041] Saving JSON to bench_final/run1/medmcqa/medmcqa_1238/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T06:09:54.431978] [PI] Function hybrid_search executed successfully
[2025-10-01T06:09:54.434328] Saving JSON to bench_final/run1/medmcqa/medmcqa_1238/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T06:09:54.454704] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T06:10:00.389171] [PI] Reasoning iteration 2
[2025-10-01T06:10:00.392036] [PI] Executing function call 1: hybrid_search
[2025-10-01T06:10:00.393732] [PI] Function arguments: {'query': 'lumbar disc removal laminotomy laminectomy hemilaminectomy discectomy', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T06:10:00.396581] Saving JSON to bench_final/run1/medmcqa/medmcqa_1238/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T06:10:12.138957] [PI] Function hybrid_search executed successfully
[2025-10-01T06:10:12.142001] Saving JSON to bench_final/run1/medmcqa/medmcqa_1238/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T06:10:12.148923] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T06:10:16.196653] [PI] Reasoning iteration 3
[2025-10-01T06:10:16.198119] [PI] Executing function call 1: hybrid_search
[2025-10-01T06:10:16.213144] [PI] Function arguments: {'query': 'laminoplasty indications cervical decompression not disc removal', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T06:10:16.215786] Saving JSON to bench_final/run1/medmcqa/medmcqa_1238/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T06:10:56.583440] [PI] Function hybrid_search executed successfully
[2025-10-01T06:10:56.586865] Saving JSON to bench_final/run1/medmcqa/medmcqa_1238/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T06:10:56.597747] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T06:11:05.193115] [PI] Reasoning iteration 4
[2025-10-01T06:11:05.196483] [PI] No function calls found in response
[2025-10-01T06:11:05.198161] [PI] No more function calls - research complete
[2025-10-01T06:11:05.209298] Saving text to bench_final/run1/medmcqa/medmcqa_1238/pi_final_answer.txt
[2025-10-01T06:11:05.216008] [QUERYOME] Query completed successfully
