[2025-10-01T04:53:58.672716] [QUERYOME] Starting research for query 1185: '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:
In sleep apnea syndrome, AHI Index for mild sleep apnea is 

Options:
{'A': '>5', 'B': '>15', 'C': '>10', 'D': '>30'}'
[2025-10-01T04:53:58.732094] [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:
In sleep apnea syndrome, AHI Index for mild sleep apnea is 

Options:
{'A': '>5', 'B': '>15', 'C': '>10', 'D': '>30'}'
[2025-10-01T04:53:58.733795] Saving text to bench_final/run1/medmcqa/medmcqa_1184/pi_initial_prompt.txt
[2025-10-01T04:53:58.740533] [PI] Calling o3 for initial analysis...
[2025-10-01T04:54:04.361243] [PI] Reasoning iteration 1
[2025-10-01T04:54:04.362922] [PI] Executing function call 1: hybrid_search
[2025-10-01T04:54:04.365753] [PI] Function arguments: {'query': 'mild obstructive sleep apnea AHI 5 events per hour classification', 'k': 10, 'faiss_weight': 0.4, 'bm25_weight': 0.6, 'use_rrf': True}
[2025-10-01T04:54:04.367516] Saving JSON to bench_final/run1/medmcqa/medmcqa_1184/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T04:54:16.190957] [PI] Function hybrid_search executed successfully
[2025-10-01T04:54:16.192878] Saving JSON to bench_final/run1/medmcqa/medmcqa_1184/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T04:54:16.220006] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T04:54:21.662564] [PI] Reasoning iteration 2
[2025-10-01T04:54:21.665257] [PI] Executing function call 1: hybrid_search
[2025-10-01T04:54:21.666970] [PI] Function arguments: {'query': 'American Academy of Sleep Medicine mild obstructive sleep apnea apnoea hypopnea index 5 to 15', 'k': 10, 'faiss_weight': 0.3, 'bm25_weight': 0.7, 'use_rrf': True}
[2025-10-01T04:54:21.668764] Saving JSON to bench_final/run1/medmcqa/medmcqa_1184/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T04:55:05.247599] [PI] Function hybrid_search executed successfully
[2025-10-01T04:55:05.250124] Saving JSON to bench_final/run1/medmcqa/medmcqa_1184/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T04:55:05.275261] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T04:55:11.782855] [PI] Reasoning iteration 3
[2025-10-01T04:55:11.785365] [PI] No function calls found in response
[2025-10-01T04:55:11.792877] [PI] No more function calls - research complete
[2025-10-01T04:55:11.795204] Saving text to bench_final/run1/medmcqa/medmcqa_1184/pi_final_answer.txt
[2025-10-01T04:55:11.800413] [QUERYOME] Query completed successfully
