[2025-10-01T20:57:16.854693] [QUERYOME] Starting research for query 822: '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:
Which of the following scoring system is used for wound infection?

Options:
A. ASA score
B. SIRS score
C. Southampton score
D. Glasgow score'
[2025-10-01T20:57:16.919067] [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:
Which of the following scoring system is used for wound infection?

Options:
A. ASA score
B. SIRS score
C. Southampton score
D. Glasgow score'
[2025-10-01T20:57:16.921680] Saving text to bench_final/run1/medmcqa/medmcqa_2382/pi_initial_prompt.txt
[2025-10-01T20:57:16.926703] [PI] Calling o3 for initial analysis...
[2025-10-01T20:57:23.638275] [PI] Reasoning iteration 1
[2025-10-01T20:57:23.641295] [PI reasoning] **Identifying wound infection scoring**

I’m working on how to answer a question about scoring systems for wound infection. The ASA score is related to anesthesia, not wounds. The SIRS score indicates systemic responses, but isn’t specific to wound infection, even though it relates to sepsis. However, the Southampton score specifically classifies surgical wound healing and infections, making it the right answer. I should find some evidence to support this, maybe by searching for the Southampton wound score to back it up.
[2025-10-01T20:57:23.643658] [PI] Executing function call 1: hybrid_search
[2025-10-01T20:57:23.646497] [PI] Function arguments: {'query': 'Southampton wound infection scoring system surgical wounds', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T20:57:23.648095] Saving JSON to bench_final/run1/medmcqa/medmcqa_2382/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T20:57:24.428184] [PI] Function hybrid_search executed successfully
[2025-10-01T20:57:24.431747] Saving JSON to bench_final/run1/medmcqa/medmcqa_2382/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T20:57:24.436975] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T20:57:29.326709] [PI] Reasoning iteration 2
[2025-10-01T20:57:29.328172] [PI] No function calls found in response
[2025-10-01T20:57:29.329940] [PI] No more function calls - research complete
[2025-10-01T20:57:29.333581] Saving text to bench_final/run1/medmcqa/medmcqa_2382/pi_final_answer.txt
[2025-10-01T20:57:29.338479] [QUERYOME] Query completed successfully
