[2025-09-30T01:59:50.345059] [QUERYOME] Starting research for query 402: '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:
Benzodiazepine antagonist is 

Options:
{'A': 'Flumazenil', 'B': 'Furazolidone', 'C': 'Naloxone', 'D': 'Naltrexone'}'
[2025-09-30T01:59:50.464948] [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:
Benzodiazepine antagonist is 

Options:
{'A': 'Flumazenil', 'B': 'Furazolidone', 'C': 'Naloxone', 'D': 'Naltrexone'}'
[2025-09-30T01:59:50.467025] Saving text to bench_final/run1/medmcqa/medmcqa_401/pi_initial_prompt.txt
[2025-09-30T01:59:50.486585] [PI] Calling o3 for initial analysis...
[2025-09-30T01:59:53.574698] [PI] Reasoning iteration 1
[2025-09-30T01:59:53.576616] [PI] Executing function call 1: hybrid_search
[2025-09-30T01:59:53.578179] [PI] Function arguments: {'query': 'Flumazenil benzodiazepine antagonist', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-30T01:59:53.581230] Saving JSON to bench_final/run1/medmcqa/medmcqa_401/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T02:00:50.476713] [PI] Function hybrid_search executed successfully
[2025-09-30T02:00:50.478384] Saving JSON to bench_final/run1/medmcqa/medmcqa_401/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T02:00:50.483965] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T02:00:55.837820] [PI] Reasoning iteration 2
[2025-09-30T02:00:55.839474] [PI] No function calls found in response
[2025-09-30T02:00:55.841841] [PI] No more function calls - research complete
[2025-09-30T02:00:55.843772] Saving text to bench_final/run1/medmcqa/medmcqa_401/pi_final_answer.txt
[2025-09-30T02:00:55.848684] [QUERYOME] Query completed successfully
