[2025-10-01T22:01:04.792361] [QUERYOME] Starting research for query 973: '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:
Infective endocarditis is most commonly seen in:

Options:
A. ASD
B. VSD
C. PDA
D. Pulmonary stenosis'
[2025-10-01T22:01:04.833563] [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:
Infective endocarditis is most commonly seen in:

Options:
A. ASD
B. VSD
C. PDA
D. Pulmonary stenosis'
[2025-10-01T22:01:04.835837] Saving text to bench_final/run1/medmcqa/medmcqa_2533/pi_initial_prompt.txt
[2025-10-01T22:01:04.845180] [PI] Calling o3 for initial analysis...
[2025-10-01T22:01:09.109342] [PI] Reasoning iteration 1
[2025-10-01T22:01:09.111016] [PI] Executing function call 1: bm25_mesh_terms_search
[2025-10-01T22:01:09.112645] [PI] Function arguments: {'query': 'ventricular septal defect infective endocarditis incidence compared to patent ductus arteriosus', 'k': 10}
[2025-10-01T22:01:09.114548] Saving JSON to bench_final/run1/medmcqa/medmcqa_2533/pi_iteration_1_tool_call_2_bm25_mesh_terms_search.json
[2025-10-01T22:01:09.838111] [PI] Function bm25_mesh_terms_search executed successfully
[2025-10-01T22:01:09.839906] Saving JSON to bench_final/run1/medmcqa/medmcqa_2533/pi_iteration_1_tool_result_2_bm25_mesh_terms_search.json
[2025-10-01T22:01:09.844677] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T22:01:15.033990] [PI] Reasoning iteration 2
[2025-10-01T22:01:15.035757] [PI] Executing function call 1: hybrid_search
[2025-10-01T22:01:15.038863] [PI] Function arguments: {'query': 'infective endocarditis congenital heart disease ventricular septal defect most common lesion', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T22:01:15.040523] Saving JSON to bench_final/run1/medmcqa/medmcqa_2533/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T22:01:15.947032] [PI] Function hybrid_search executed successfully
[2025-10-01T22:01:15.948640] Saving JSON to bench_final/run1/medmcqa/medmcqa_2533/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T22:01:15.953634] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T22:01:20.697997] [PI] Reasoning iteration 3
[2025-10-01T22:01:20.699604] [PI] No function calls found in response
[2025-10-01T22:01:20.711542] [PI] No more function calls - research complete
[2025-10-01T22:01:20.713041] Saving text to bench_final/run1/medmcqa/medmcqa_2533/pi_final_answer.txt
[2025-10-01T22:01:20.721839] [QUERYOME] Query completed successfully
