[2025-10-01T19:36:39.754690] [QUERYOME] Starting research for query 633: '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:
clostridium difficile diarrhoea associated with:

Options:
A. Aminopenicillins
B. Carbapenems
C. Macrolide
D. Fluoroquinolones'
[2025-10-01T19:36:39.808568] [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:
clostridium difficile diarrhoea associated with:

Options:
A. Aminopenicillins
B. Carbapenems
C. Macrolide
D. Fluoroquinolones'
[2025-10-01T19:36:39.812781] Saving text to bench_final/run1/medmcqa/medmcqa_2193/pi_initial_prompt.txt
[2025-10-01T19:36:39.818003] [PI] Calling o3 for initial analysis...
[2025-10-01T19:36:44.972859] [PI] Reasoning iteration 1
[2025-10-01T19:36:44.974682] [PI] Executing function call 1: hybrid_search
[2025-10-01T19:36:44.977509] [PI] Function arguments: {'query': 'Clostridium difficile associated diarrhea antibiotics risk factors fluoroquinolones clindamycin cephalosporins study highest risk', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T19:36:44.979088] Saving JSON to bench_final/run1/medmcqa/medmcqa_2193/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T19:36:47.212939] [PI] Function hybrid_search executed successfully
[2025-10-01T19:36:47.214555] Saving JSON to bench_final/run1/medmcqa/medmcqa_2193/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T19:36:47.221813] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T19:36:52.193328] [PI] Reasoning iteration 2
[2025-10-01T19:36:52.195338] [PI] No function calls found in response
[2025-10-01T19:36:52.198215] [PI] No more function calls - research complete
[2025-10-01T19:36:52.200232] Saving text to bench_final/run1/medmcqa/medmcqa_2193/pi_final_answer.txt
[2025-10-01T19:36:52.214473] [QUERYOME] Query completed successfully
