[2025-09-25T12:33:40.243091] [QUERYOME] Starting research for query 319: '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 early second-look tympanoplasty reduce the rate of conversion to modified radical mastoidectomy? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T12:33:40.316452] [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 early second-look tympanoplasty reduce the rate of conversion to modified radical mastoidectomy? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T12:33:40.318015] Saving text to bench_final/run1/pubmedqa/pubmedqa_318/pi_initial_prompt.txt
[2025-09-25T12:33:40.326112] [PI] Calling o3 for initial analysis...
[2025-09-25T12:33:44.918578] [PI] Reasoning iteration 1
[2025-09-25T12:33:44.921797] [PI] Executing function call 1: hybrid_search
[2025-09-25T12:33:44.923432] [PI] Function arguments: {'query': 'early second-look tympanoplasty reduce rate of conversion to modified radical mastoidectomy', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-09-25T12:33:44.926071] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_318/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T12:33:47.514392] [PI] Function hybrid_search executed successfully
[2025-09-25T12:33:47.517949] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_318/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T12:33:47.527242] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T12:33:55.518807] [PI] Reasoning iteration 2
[2025-09-25T12:33:55.522247] [PI] No function calls found in response
[2025-09-25T12:33:55.523424] [PI] No more function calls - research complete
[2025-09-25T12:33:55.526631] Saving text to bench_final/run1/pubmedqa/pubmedqa_318/pi_final_answer.txt
[2025-09-25T12:33:55.533880] [QUERYOME] Query completed successfully
