[2025-10-02T03:39:34.233183] [QUERYOME] Starting research for query 1749: '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:
A patient with Ludwig's angina comes to you. What will be your first treatment step:

Options:
A. Incision and drainage
B. Start IV antibiotics and ICU admission
C. Tracheostomy under GA
D. Fiberoptic intubation/tracheostomy under LA'
[2025-10-02T03:39:34.273917] [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:
A patient with Ludwig's angina comes to you. What will be your first treatment step:

Options:
A. Incision and drainage
B. Start IV antibiotics and ICU admission
C. Tracheostomy under GA
D. Fiberoptic intubation/tracheostomy under LA'
[2025-10-02T03:39:34.277025] Saving text to bench_final/run1/medmcqa/medmcqa_3309/pi_initial_prompt.txt
[2025-10-02T03:39:34.283796] [PI] Calling o3 for initial analysis...
[2025-10-02T03:39:37.620615] [PI] Reasoning iteration 1
[2025-10-02T03:39:37.622606] [PI] Executing function call 1: hybrid_search
[2025-10-02T03:39:37.624910] [PI] Function arguments: {'query': "Ludwig's angina initial management airway secure fiberoptic intubation awake tracheostomy under local anesthesia", 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T03:39:37.627128] Saving JSON to bench_final/run1/medmcqa/medmcqa_3309/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-10-02T03:39:38.816643] [PI] Function hybrid_search executed successfully
[2025-10-02T03:39:38.818680] Saving JSON to bench_final/run1/medmcqa/medmcqa_3309/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-10-02T03:39:38.826324] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T03:39:45.158194] [PI] Reasoning iteration 2
[2025-10-02T03:39:45.160791] [PI] No function calls found in response
[2025-10-02T03:39:45.162885] [PI] No more function calls - research complete
[2025-10-02T03:39:45.165847] Saving text to bench_final/run1/medmcqa/medmcqa_3309/pi_final_answer.txt
[2025-10-02T03:39:45.170079] [QUERYOME] Query completed successfully
