[2025-10-01T17:34:13.114347] [QUERYOME] Starting research for query 338: '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:
Paradoxical undressing seen in -

Options:
A. Immersion syndrome
B. Heat cramps
C. Hypothermia
D. Heat exhaustion'
[2025-10-01T17:34:13.156865] [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:
Paradoxical undressing seen in -

Options:
A. Immersion syndrome
B. Heat cramps
C. Hypothermia
D. Heat exhaustion'
[2025-10-01T17:34:13.158440] Saving text to bench_final/run1/medmcqa/medmcqa_1898/pi_initial_prompt.txt
[2025-10-01T17:34:13.163769] [PI] Calling o3 for initial analysis...
[2025-10-01T17:34:15.765104] [PI] Reasoning iteration 1
[2025-10-01T17:34:15.767628] [PI] Executing function call 1: bm25_mesh_terms_search
[2025-10-01T17:34:15.769376] [PI] Function arguments: {'query': 'paradoxical undressing hypothermia', 'k': 10}
[2025-10-01T17:34:15.772031] Saving JSON to bench_final/run1/medmcqa/medmcqa_1898/pi_iteration_1_tool_call_2_bm25_mesh_terms_search.json
[2025-10-01T17:34:16.483506] [PI] Function bm25_mesh_terms_search executed successfully
[2025-10-01T17:34:16.486209] Saving JSON to bench_final/run1/medmcqa/medmcqa_1898/pi_iteration_1_tool_result_2_bm25_mesh_terms_search.json
[2025-10-01T17:34:16.491985] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T17:34:19.647999] [PI] Reasoning iteration 2
[2025-10-01T17:34:19.649748] [PI] Executing function call 1: hybrid_search
[2025-10-01T17:34:19.652189] [PI] Function arguments: {'query': 'paradoxical undressing hypothermia forensic', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T17:34:19.653962] Saving JSON to bench_final/run1/medmcqa/medmcqa_1898/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T17:34:22.242016] [PI] Function hybrid_search executed successfully
[2025-10-01T17:34:22.244366] Saving JSON to bench_final/run1/medmcqa/medmcqa_1898/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T17:34:22.252775] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T17:34:26.213402] [PI] Reasoning iteration 3
[2025-10-01T17:34:26.214955] [PI] No function calls found in response
[2025-10-01T17:34:26.217307] [PI] No more function calls - research complete
[2025-10-01T17:34:26.218972] Saving text to bench_final/run1/medmcqa/medmcqa_1898/pi_final_answer.txt
[2025-10-01T17:34:26.232820] [QUERYOME] Query completed successfully
