[2025-10-01T21:52:09.205760] [QUERYOME] Starting research for query 944: '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:
Tachycardia in a patient in shock is response to:

Options:
A. Hypotension
B. Vasoconstriction
C. CNS anoxia
D. Anxiety'
[2025-10-01T21:52:09.251007] [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:
Tachycardia in a patient in shock is response to:

Options:
A. Hypotension
B. Vasoconstriction
C. CNS anoxia
D. Anxiety'
[2025-10-01T21:52:09.252467] Saving text to bench_final/run1/medmcqa/medmcqa_2504/pi_initial_prompt.txt
[2025-10-01T21:52:09.255891] [PI] Calling o3 for initial analysis...
[2025-10-01T21:52:15.144585] [PI] Reasoning iteration 1
[2025-10-01T21:52:15.146046] [PI] Executing function call 1: hybrid_search
[2025-10-01T21:52:15.147515] [PI] Function arguments: {'query': 'tachycardia compensatory response to hypotension shock baroreceptor', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T21:52:15.149007] Saving JSON to bench_final/run1/medmcqa/medmcqa_2504/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-10-01T21:52:15.778032] [PI] Function hybrid_search executed successfully
[2025-10-01T21:52:15.780061] Saving JSON to bench_final/run1/medmcqa/medmcqa_2504/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-10-01T21:52:15.784621] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T21:52:19.229792] [PI] Reasoning iteration 2
[2025-10-01T21:52:19.231896] [PI] Executing function call 1: hybrid_search
[2025-10-01T21:52:19.233953] [PI] Function arguments: {'query': 'compensatory tachycardia shock hypotension', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T21:52:19.236102] Saving JSON to bench_final/run1/medmcqa/medmcqa_2504/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T21:52:20.172100] [PI] Function hybrid_search executed successfully
[2025-10-01T21:52:20.173646] Saving JSON to bench_final/run1/medmcqa/medmcqa_2504/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T21:52:20.196039] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T21:52:23.827488] [PI] Reasoning iteration 3
[2025-10-01T21:52:23.829124] [PI] Executing function call 1: hybrid_search
[2025-10-01T21:52:23.830980] [PI] Function arguments: {'query': 'baroreceptor reflex increase heart rate response to decreased arterial pressure', 'k': 5, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T21:52:23.832634] Saving JSON to bench_final/run1/medmcqa/medmcqa_2504/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T21:52:24.595012] [PI] Function hybrid_search executed successfully
[2025-10-01T21:52:24.596781] Saving JSON to bench_final/run1/medmcqa/medmcqa_2504/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T21:52:24.618033] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T21:52:28.347195] [PI] Reasoning iteration 4
[2025-10-01T21:52:28.349166] [PI] No function calls found in response
[2025-10-01T21:52:28.350969] [PI] No more function calls - research complete
[2025-10-01T21:52:28.352524] Saving text to bench_final/run1/medmcqa/medmcqa_2504/pi_final_answer.txt
[2025-10-01T21:52:28.356010] [QUERYOME] Query completed successfully
