[2025-10-01T10:55:04.635867] [QUERYOME] Starting research for query 1434: '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:
Anaerobic glycolysis of which of these produces 3 ATPs per unit glucose consumed? 

Options:
{'A': 'Amino acid', 'B': 'Fructose', 'C': 'Galactose', 'D': 'Glycogen'}'
[2025-10-01T10:55:04.707432] [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:
Anaerobic glycolysis of which of these produces 3 ATPs per unit glucose consumed? 

Options:
{'A': 'Amino acid', 'B': 'Fructose', 'C': 'Galactose', 'D': 'Glycogen'}'
[2025-10-01T10:55:04.711384] Saving text to bench_final/run1/medmcqa/medmcqa_1433/pi_initial_prompt.txt
[2025-10-01T10:55:04.716287] [PI] Calling o3 for initial analysis...
[2025-10-01T10:55:13.215650] [PI] Reasoning iteration 1
[2025-10-01T10:55:13.217653] [PI reasoning] **Analyzing ATP production in anaerobic glycolysis**

The user is asking which process produces 3 ATPs per glucose consumed in anaerobic glycolysis. Normally, glucose yields 2 ATPs due to ATP usage during phosphorylation. However, if starting from glycogen, the breakdown avoids that ATP expenditure, yielding a net of 3 ATPs. This is because glycogen's glucose enters glycolysis as glucose-1-phosphate, converting to glucose-6-phosphate without using ATP, thus generating one extra ATP compared to free glucose. The answer is D: Glycogen.
[2025-10-01T10:55:13.220647] [PI] Executing function call 1: hybrid_search
[2025-10-01T10:55:13.222544] [PI] Function arguments: {'query': 'glycogen anaerobic glycolysis yields 3 ATP compared to 2 ATP glucose hexokinase', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T10:55:13.224907] Saving JSON to bench_final/run1/medmcqa/medmcqa_1433/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T10:55:32.672561] [PI] Function hybrid_search executed successfully
[2025-10-01T10:55:32.679300] Saving JSON to bench_final/run1/medmcqa/medmcqa_1433/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T10:55:32.687833] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T10:55:37.335601] [PI] Reasoning iteration 2
[2025-10-01T10:55:37.337203] [PI] No function calls found in response
[2025-10-01T10:55:37.340753] [PI] No more function calls - research complete
[2025-10-01T10:55:37.342435] Saving text to bench_final/run1/medmcqa/medmcqa_1433/pi_final_answer.txt
[2025-10-01T10:55:37.352138] [QUERYOME] Query completed successfully
