[2025-10-01T23:26:02.922671] [QUERYOME] Starting research for query 1170: '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:
The host tissue response in acute inflammation is all except:

Options:
A. Exudative
B. Necrotizing
C. Granulomatous
D. Cytopathic'
[2025-10-01T23:26:02.964433] [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:
The host tissue response in acute inflammation is all except:

Options:
A. Exudative
B. Necrotizing
C. Granulomatous
D. Cytopathic'
[2025-10-01T23:26:02.965829] Saving text to bench_final/run1/medmcqa/medmcqa_2730/pi_initial_prompt.txt
[2025-10-01T23:26:02.970180] [PI] Calling o3 for initial analysis...
[2025-10-01T23:26:06.980712] [PI] Reasoning iteration 1
[2025-10-01T23:26:06.982253] [PI] Executing function call 1: bm25_mesh_terms_search
[2025-10-01T23:26:06.983759] [PI] Function arguments: {'query': 'granulomatous inflammation chronic type of inflammation', 'k': 5}
[2025-10-01T23:26:06.985514] Saving JSON to bench_final/run1/medmcqa/medmcqa_2730/pi_iteration_1_tool_call_2_bm25_mesh_terms_search.json
[2025-10-01T23:26:07.793187] [PI] Function bm25_mesh_terms_search executed successfully
[2025-10-01T23:26:07.795358] Saving JSON to bench_final/run1/medmcqa/medmcqa_2730/pi_iteration_1_tool_result_2_bm25_mesh_terms_search.json
[2025-10-01T23:26:07.872371] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T23:26:11.263846] [PI] Reasoning iteration 2
[2025-10-01T23:26:11.265125] [PI] Executing function call 1: hybrid_search
[2025-10-01T23:26:11.267032] [PI] Function arguments: {'query': 'patterns of tissue response in acute inflammation exudative necrotizing cytotoxic cytopathic', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T23:26:11.268763] Saving JSON to bench_final/run1/medmcqa/medmcqa_2730/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T23:26:12.536255] [PI] Function hybrid_search executed successfully
[2025-10-01T23:26:12.538165] Saving JSON to bench_final/run1/medmcqa/medmcqa_2730/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T23:26:12.545630] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T23:26:20.722428] [PI] Reasoning iteration 3
[2025-10-01T23:26:20.723988] [PI] No function calls found in response
[2025-10-01T23:26:20.726102] [PI] No more function calls - research complete
[2025-10-01T23:26:20.727571] Saving text to bench_final/run1/medmcqa/medmcqa_2730/pi_final_answer.txt
[2025-10-01T23:26:20.732089] [QUERYOME] Query completed successfully
