[2025-09-30T22:02:30.092515] [QUERYOME] Starting research for query 923: '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:
According to the WHO definition of hearing loss, what is the value to classify as profound hearing loss? 

Options:
{'A': '61-71 dB', 'B': '>81 dB', 'C': '>91 dB', 'D': '>101 dB'}'
[2025-09-30T22:02:30.163017] [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:
According to the WHO definition of hearing loss, what is the value to classify as profound hearing loss? 

Options:
{'A': '61-71 dB', 'B': '>81 dB', 'C': '>91 dB', 'D': '>101 dB'}'
[2025-09-30T22:02:30.166597] Saving text to bench_final/run1/medmcqa/medmcqa_922/pi_initial_prompt.txt
[2025-09-30T22:02:30.174318] [PI] Calling o3 for initial analysis...
[2025-09-30T22:02:34.117725] [PI] Reasoning iteration 1
[2025-09-30T22:02:34.122697] [PI] Executing function call 1: hybrid_search
[2025-09-30T22:02:34.126163] [PI] Function arguments: {'query': 'World Health Organization definition of hearing loss profound >81 dB', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T22:02:34.127853] Saving JSON to bench_final/run1/medmcqa/medmcqa_922/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T22:03:38.494615] [PI] Function hybrid_search executed successfully
[2025-09-30T22:03:38.499565] Saving JSON to bench_final/run1/medmcqa/medmcqa_922/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T22:03:38.520094] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T22:03:45.395542] [PI] Reasoning iteration 2
[2025-09-30T22:03:45.399159] [PI] Executing function call 1: hybrid_search
[2025-09-30T22:03:45.400661] [PI] Function arguments: {'query': 'WHO grades of hearing impairment grade 4 profound greater than 81 dB', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T22:03:45.408696] Saving JSON to bench_final/run1/medmcqa/medmcqa_922/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-30T22:04:35.844293] [PI] Function hybrid_search executed successfully
[2025-09-30T22:04:35.846546] Saving JSON to bench_final/run1/medmcqa/medmcqa_922/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-30T22:04:35.853926] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T22:04:40.443383] [PI] Reasoning iteration 3
[2025-09-30T22:04:40.444886] [PI] Executing function call 1: hybrid_search
[2025-09-30T22:04:40.448496] [PI] Function arguments: {'query': 'WHO grade 4 profound hearing loss >81', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T22:04:40.450098] Saving JSON to bench_final/run1/medmcqa/medmcqa_922/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-09-30T22:05:37.067874] [PI] Function hybrid_search executed successfully
[2025-09-30T22:05:37.070295] Saving JSON to bench_final/run1/medmcqa/medmcqa_922/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-09-30T22:05:37.081591] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T22:05:47.209141] [PI] Reasoning iteration 4
[2025-09-30T22:05:47.210660] [PI] No function calls found in response
[2025-09-30T22:05:47.213082] [PI] No more function calls - research complete
[2025-09-30T22:05:47.214695] Saving text to bench_final/run1/medmcqa/medmcqa_922/pi_final_answer.txt
[2025-09-30T22:05:47.229650] [QUERYOME] Query completed successfully
