[2025-10-01T04:00:59.682026] [QUERYOME] Starting research for query 1149: '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:
True about bisphosphonate mechanism of action 

Options:
{'A': 'Inhibit osteoclast mediated resorption', 'B': 'Increases rate of osteoid formation', 'C': 'Increases mineralization of osteoid', 'D': 'All of above'}'
[2025-10-01T04:00:59.731860] [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:
True about bisphosphonate mechanism of action 

Options:
{'A': 'Inhibit osteoclast mediated resorption', 'B': 'Increases rate of osteoid formation', 'C': 'Increases mineralization of osteoid', 'D': 'All of above'}'
[2025-10-01T04:00:59.734393] Saving text to bench_final/run1/medmcqa/medmcqa_1148/pi_initial_prompt.txt
[2025-10-01T04:00:59.739317] [PI] Calling o3 for initial analysis...
[2025-10-01T04:01:02.525135] [PI] Reasoning iteration 1
[2025-10-01T04:01:02.526998] [PI] Executing function call 1: hybrid_search
[2025-10-01T04:01:02.530607] [PI] Function arguments: {'query': 'bisphosphonate mechanism of action inhibit osteoclast-mediated bone resorption not osteoid formation', 'k': 5, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T04:01:02.532280] Saving JSON to bench_final/run1/medmcqa/medmcqa_1148/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T04:01:28.735933] [PI] Function hybrid_search executed successfully
[2025-10-01T04:01:28.743365] Saving JSON to bench_final/run1/medmcqa/medmcqa_1148/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T04:01:28.762798] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T04:01:33.199930] [PI] Reasoning iteration 2
[2025-10-01T04:01:33.201656] [PI] No function calls found in response
[2025-10-01T04:01:33.221562] [PI] No more function calls - research complete
[2025-10-01T04:01:33.223101] Saving text to bench_final/run1/medmcqa/medmcqa_1148/pi_final_answer.txt
[2025-10-01T04:01:33.227828] [QUERYOME] Query completed successfully
