[2025-10-01T18:18:10.378261] [QUERYOME] Starting research for query 433: '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:
How is modified shock index represented as?

Options:
A. HR/MAP
B. MAP/HR
C. HR/SBP
D. HR/DBP'
[2025-10-01T18:18:10.424440] [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:
How is modified shock index represented as?

Options:
A. HR/MAP
B. MAP/HR
C. HR/SBP
D. HR/DBP'
[2025-10-01T18:18:10.427193] Saving text to bench_final/run1/medmcqa/medmcqa_1993/pi_initial_prompt.txt
[2025-10-01T18:18:10.439325] [PI] Calling o3 for initial analysis...
[2025-10-01T18:18:14.027816] [PI] Reasoning iteration 1
[2025-10-01T18:18:14.029551] [PI] Executing function call 1: hybrid_search
[2025-10-01T18:18:14.032331] [PI] Function arguments: {'query': 'modified shock index HR MAP', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T18:18:14.033979] Saving JSON to bench_final/run1/medmcqa/medmcqa_1993/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-10-01T18:18:14.810541] [PI] Function hybrid_search executed successfully
[2025-10-01T18:18:14.814460] Saving JSON to bench_final/run1/medmcqa/medmcqa_1993/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-10-01T18:18:14.832549] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T18:18:21.231222] [PI] Reasoning iteration 2
[2025-10-01T18:18:21.232809] [PI] No function calls found in response
[2025-10-01T18:18:21.234482] [PI] No more function calls - research complete
[2025-10-01T18:18:21.237088] Saving text to bench_final/run1/medmcqa/medmcqa_1993/pi_final_answer.txt
[2025-10-01T18:18:21.242231] [QUERYOME] Query completed successfully
