[2025-09-25T11:46:04.812961] [QUERYOME] Starting research for query 177: 'Instructions: 
 Answer the question below. Please respond with the option letter (A, B, or C) first. (HINT: Each PubMedQA instance is composed of (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion.) 

Question:
Can surgeon familiarization with current evidence lead to a change in practice? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:46:04.885300] [PI] Starting research for query: 'Instructions: 
 Answer the question below. Please respond with the option letter (A, B, or C) first. (HINT: Each PubMedQA instance is composed of (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion.) 

Question:
Can surgeon familiarization with current evidence lead to a change in practice? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:46:04.887938] Saving text to bench_final/run1/pubmedqa/pubmedqa_176/pi_initial_prompt.txt
[2025-09-25T11:46:04.893065] [PI] Calling o3 for initial analysis...
[2025-09-25T11:46:09.678799] [PI] Reasoning iteration 1
[2025-09-25T11:46:09.680442] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:46:09.682926] [PI] Function arguments: {'query': 'surgeon familiarization with current evidence change in practice', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T11:46:09.684642] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_176/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T11:46:12.243758] [PI] Function hybrid_search executed successfully
[2025-09-25T11:46:12.245777] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_176/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T11:46:12.254392] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:46:16.284423] [PI] Reasoning iteration 2
[2025-09-25T11:46:16.286074] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:46:16.288532] [PI] Function arguments: {'query': 'Can surgeon familiarization with current evidence lead to a change in practice? A prospective study. International journal of surgery 2008.', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': False}
[2025-09-25T11:46:16.290218] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_176/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-25T11:46:17.335526] [PI] Function hybrid_search executed successfully
[2025-09-25T11:46:17.338829] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_176/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-25T11:46:17.344341] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:46:24.266259] [PI] Reasoning iteration 3
[2025-09-25T11:46:24.268603] [PI] No function calls found in response
[2025-09-25T11:46:24.270286] [PI] No more function calls - research complete
[2025-09-25T11:46:24.273448] Saving text to bench_final/run1/pubmedqa/pubmedqa_176/pi_final_answer.txt
[2025-09-25T11:46:24.279099] [QUERYOME] Query completed successfully
