[2025-09-30T05:03:28.261262] [QUERYOME] Starting research for query 491: '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:
The aspirate from a keratocyst will have: 

Options:
{'A': 'A low soluble protein content', 'B': 'A high soluble protein content', 'C': 'Cholesterol crystal', 'D': 'inflammatory cells'}'
[2025-09-30T05:03:28.358422] [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:
The aspirate from a keratocyst will have: 

Options:
{'A': 'A low soluble protein content', 'B': 'A high soluble protein content', 'C': 'Cholesterol crystal', 'D': 'inflammatory cells'}'
[2025-09-30T05:03:28.360136] Saving text to bench_final/run1/medmcqa/medmcqa_490/pi_initial_prompt.txt
[2025-09-30T05:03:28.387216] [PI] Calling o3 for initial analysis...
[2025-09-30T05:03:33.318546] [PI] Reasoning iteration 1
[2025-09-30T05:03:33.320247] [PI] Executing function call 1: hybrid_search
[2025-09-30T05:03:33.322659] [PI] Function arguments: {'query': 'odontogenic keratocyst aspirate low soluble protein content', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T05:03:33.324589] Saving JSON to bench_final/run1/medmcqa/medmcqa_490/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T05:03:58.849575] [PI] Function hybrid_search executed successfully
[2025-09-30T05:03:58.852748] Saving JSON to bench_final/run1/medmcqa/medmcqa_490/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T05:03:58.858070] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T05:04:06.074989] [PI] Reasoning iteration 2
[2025-09-30T05:04:06.077822] [PI] No function calls found in response
[2025-09-30T05:04:06.079583] [PI] No more function calls - research complete
[2025-09-30T05:04:06.082248] Saving text to bench_final/run1/medmcqa/medmcqa_490/pi_final_answer.txt
[2025-09-30T05:04:06.087233] [QUERYOME] Query completed successfully
