[2025-10-02T09:53:50.226340] [QUERYOME] Starting research for query 2554: '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:
Most useful test in vesicovaginal fistula?

Options:
A. Cystoscopy
B. Three swab test
C. Urine culture
D. Intravenous pyelogram'
[2025-10-02T09:53:50.275313] [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:
Most useful test in vesicovaginal fistula?

Options:
A. Cystoscopy
B. Three swab test
C. Urine culture
D. Intravenous pyelogram'
[2025-10-02T09:53:50.277213] Saving text to bench_final/run1/medmcqa/medmcqa_4114/pi_initial_prompt.txt
[2025-10-02T09:53:50.281588] [PI] Calling o3 for initial analysis...
[2025-10-02T09:53:55.932241] [PI] Reasoning iteration 1
[2025-10-02T09:53:55.933843] [PI] Executing function call 1: bm25_author_keywords_search
[2025-10-02T09:53:55.936612] [PI] Function arguments: {'query': 'three swab test vesicovaginal fistula diagnosis', 'k': 5}
[2025-10-02T09:53:55.938334] Saving JSON to bench_final/run1/medmcqa/medmcqa_4114/pi_iteration_1_tool_call_2_bm25_author_keywords_search.json
[2025-10-02T09:53:56.450722] [PI] Function bm25_author_keywords_search executed successfully
[2025-10-02T09:53:56.452318] Saving JSON to bench_final/run1/medmcqa/medmcqa_4114/pi_iteration_1_tool_result_2_bm25_author_keywords_search.json
[2025-10-02T09:53:56.476472] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T09:54:00.318590] [PI] Reasoning iteration 2
[2025-10-02T09:54:00.320947] [PI] Executing function call 1: hybrid_search
[2025-10-02T09:54:00.322447] [PI] Function arguments: {'query': 'methylene blue three swab test diagnosis vesicovaginal fistula most useful test', 'k': 10, 'faiss_weight': 0.4, 'bm25_weight': 0.6, 'use_rrf': True}
[2025-10-02T09:54:00.325432] Saving JSON to bench_final/run1/medmcqa/medmcqa_4114/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T09:54:01.258052] [PI] Function hybrid_search executed successfully
[2025-10-02T09:54:01.260616] Saving JSON to bench_final/run1/medmcqa/medmcqa_4114/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T09:54:01.267015] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T09:54:23.463915] [PI] Reasoning iteration 3
[2025-10-02T09:54:23.466343] [PI] No function calls found in response
[2025-10-02T09:54:23.468715] [PI] No more function calls - research complete
[2025-10-02T09:54:23.472654] Saving text to bench_final/run1/medmcqa/medmcqa_4114/pi_final_answer.txt
[2025-10-02T09:54:23.478158] [QUERYOME] Query completed successfully
