[2025-09-30T22:55:27.823804] [QUERYOME] Starting research for query 942: '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:
A child to emergency with accidental ingestion of cyanide. It blocks citric acid cycle by blocking: 

Options:
{'A': 'Aconitase', 'B': 'Acetyl-CoA production', 'C': 'NAO', 'D': 'Citrate'}'
[2025-09-30T22:55:27.904776] [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:
A child to emergency with accidental ingestion of cyanide. It blocks citric acid cycle by blocking: 

Options:
{'A': 'Aconitase', 'B': 'Acetyl-CoA production', 'C': 'NAO', 'D': 'Citrate'}'
[2025-09-30T22:55:27.906364] Saving text to bench_final/run1/medmcqa/medmcqa_941/pi_initial_prompt.txt
[2025-09-30T22:55:27.910353] [PI] Calling o3 for initial analysis...
[2025-09-30T22:55:39.785480] [PI] Reasoning iteration 1
[2025-09-30T22:55:39.790761] [PI reasoning] **Analyzing cyanide ingestion effects**

I'm looking at a question about a child who accidentally ingests cyanide. It's clear that cyanide inhibits cytochrome c oxidase in the electron transport chain, but the options mainly focus on the citric acid cycle. I wonder if 'NAO' should be 'NAD'. Cyanide disrupts electron transport and causes NADH accumulation, which can affect the TCA cycle by inhibiting related enzymes. It seems like the options given don't directly correspond, leaving me curious about what 'NAO' really means.
[2025-09-30T22:55:39.792264] [PI] Executing function call 1: hybrid_search
[2025-09-30T22:55:39.794224] [PI] Function arguments: {'query': 'cyanide inhibits citric acid cycle by blocking NAD+ availability', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-09-30T22:55:39.795611] Saving JSON to bench_final/run1/medmcqa/medmcqa_941/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T22:56:48.925600] [PI] Function hybrid_search executed successfully
[2025-09-30T22:56:48.928516] Saving JSON to bench_final/run1/medmcqa/medmcqa_941/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T22:56:48.946073] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T22:56:53.612130] [PI] Reasoning iteration 2
[2025-09-30T22:56:53.620997] [PI] Executing function call 1: hybrid_search
[2025-09-30T22:56:53.623564] [PI] Function arguments: {'query': 'cyanide inhibits aconitase', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-30T22:56:53.625311] Saving JSON to bench_final/run1/medmcqa/medmcqa_941/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-30T22:57:48.658607] [PI] Function hybrid_search executed successfully
[2025-09-30T22:57:48.660408] Saving JSON to bench_final/run1/medmcqa/medmcqa_941/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-30T22:57:48.672409] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T22:57:54.185650] [PI] Reasoning iteration 3
[2025-09-30T22:57:54.199572] [PI] Executing function call 1: hybrid_search
[2025-09-30T22:57:54.206591] [PI] Function arguments: {'query': 'cyanide inhibits cytochrome oxidase electron transport complex IV', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-09-30T22:57:54.209088] Saving JSON to bench_final/run1/medmcqa/medmcqa_941/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-09-30T22:59:09.458847] [PI] Function hybrid_search executed successfully
[2025-09-30T22:59:09.461848] Saving JSON to bench_final/run1/medmcqa/medmcqa_941/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-09-30T22:59:09.473011] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T22:59:12.403923] [PI] Reasoning iteration 4
[2025-09-30T22:59:12.405601] [PI] Executing function call 1: hybrid_search
[2025-09-30T22:59:12.407631] [PI] Function arguments: {'query': 'cyanide causes inhibition of citric acid cycle due to unavailability of NAD+', 'k': 10, 'faiss_weight': 0.4, 'bm25_weight': 0.6, 'use_rrf': True}
[2025-09-30T22:59:12.409234] Saving JSON to bench_final/run1/medmcqa/medmcqa_941/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-09-30T23:00:11.819390] [PI] Function hybrid_search executed successfully
[2025-09-30T23:00:11.821356] Saving JSON to bench_final/run1/medmcqa/medmcqa_941/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-09-30T23:00:11.830674] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T23:00:15.753025] [PI] Reasoning iteration 5
[2025-09-30T23:00:15.755148] [PI] Executing function call 1: hybrid_search
[2025-09-30T23:00:15.756727] [PI] Function arguments: {'query': 'cyanide inhibits cytochrome c oxidase complex IV', 'k': 5, 'faiss_weight': 0.4, 'bm25_weight': 0.6, 'use_rrf': True}
[2025-09-30T23:00:15.758398] Saving JSON to bench_final/run1/medmcqa/medmcqa_941/pi_iteration_5_tool_call_2_hybrid_search.json
[2025-09-30T23:01:00.143022] [PI] Function hybrid_search executed successfully
[2025-09-30T23:01:00.145324] Saving JSON to bench_final/run1/medmcqa/medmcqa_941/pi_iteration_5_tool_result_2_hybrid_search.json
[2025-09-30T23:01:00.157598] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T23:01:09.437723] [PI] Reasoning iteration 6
[2025-09-30T23:01:09.439297] [PI] No function calls found in response
[2025-09-30T23:01:09.440869] [PI] No more function calls - research complete
[2025-09-30T23:01:09.442462] Saving text to bench_final/run1/medmcqa/medmcqa_941/pi_final_answer.txt
[2025-09-30T23:01:09.446455] [QUERYOME] Query completed successfully
