[2025-09-29T20:04:09.619058] [QUERYOME] Starting research for query 234: '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:
When adequate bone  buttressing is present, the AO system of fixation suggests 

Options:
{'A': 'Compression Osteogenesis', 'B': 'Load bearing fixation', 'C': 'Load sharing fixation', 'D': 'Non-rigid fixation'}'
[2025-09-29T20:04:09.708807] [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:
When adequate bone  buttressing is present, the AO system of fixation suggests 

Options:
{'A': 'Compression Osteogenesis', 'B': 'Load bearing fixation', 'C': 'Load sharing fixation', 'D': 'Non-rigid fixation'}'
[2025-09-29T20:04:09.712483] Saving text to bench_final/run1/medmcqa/medmcqa_233/pi_initial_prompt.txt
[2025-09-29T20:04:09.721649] [PI] Calling o3 for initial analysis...
[2025-09-29T20:04:16.496310] [PI] Reasoning iteration 1
[2025-09-29T20:04:16.501782] [PI] Executing function call 1: hybrid_search
[2025-09-29T20:04:16.514125] [PI] Function arguments: {'query': 'AO principles load sharing fixation adequate bone buttressing present', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-29T20:04:16.515644] Saving JSON to bench_final/run1/medmcqa/medmcqa_233/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-29T20:04:54.418420] [PI] Function hybrid_search executed successfully
[2025-09-29T20:04:54.420562] Saving JSON to bench_final/run1/medmcqa/medmcqa_233/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-29T20:04:54.428115] [PI] Continuing reasoning with 1 function responses...
[2025-09-29T20:04:59.068560] [PI] Reasoning iteration 2
[2025-09-29T20:04:59.069749] [PI] Executing function call 1: hybrid_search
[2025-09-29T20:04:59.072508] [PI] Function arguments: {'query': 'adequate bone buttressing present load sharing fixation mandibular fractures AO', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-09-29T20:04:59.074214] Saving JSON to bench_final/run1/medmcqa/medmcqa_233/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-29T20:06:01.525009] [PI] Function hybrid_search executed successfully
[2025-09-29T20:06:01.527708] Saving JSON to bench_final/run1/medmcqa/medmcqa_233/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-29T20:06:01.534191] [PI] Continuing reasoning with 1 function responses...
[2025-09-29T20:06:07.114504] [PI] Reasoning iteration 3
[2025-09-29T20:06:07.116200] [PI] Executing function call 1: hybrid_search
[2025-09-29T20:06:07.118901] [PI] Function arguments: {'query': 'load-sharing load-bearing concept ao plate when sufficient bone buttressing available', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-29T20:06:07.120576] Saving JSON to bench_final/run1/medmcqa/medmcqa_233/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-09-29T20:07:11.936012] [PI] Function hybrid_search executed successfully
[2025-09-29T20:07:11.939124] Saving JSON to bench_final/run1/medmcqa/medmcqa_233/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-09-29T20:07:11.944878] [PI] Continuing reasoning with 1 function responses...
[2025-09-29T20:07:17.549647] [PI] Reasoning iteration 4
[2025-09-29T20:07:17.550953] [PI] No function calls found in response
[2025-09-29T20:07:17.558811] [PI] No more function calls - research complete
[2025-09-29T20:07:17.570626] Saving text to bench_final/run1/medmcqa/medmcqa_233/pi_final_answer.txt
[2025-09-29T20:07:17.575246] [QUERYOME] Query completed successfully
