[2025-09-30T04:37:53.487856] [QUERYOME] Starting research for query 480: '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:
Example of Dystrophic calcification- 

Options:
{'A': 'Hyperparathyroidism', 'B': 'Sarcoidosis', 'C': 'Hypervitaminosis D', 'D': 'Myositis ossificans'}'
[2025-09-30T04:37:53.589099] [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:
Example of Dystrophic calcification- 

Options:
{'A': 'Hyperparathyroidism', 'B': 'Sarcoidosis', 'C': 'Hypervitaminosis D', 'D': 'Myositis ossificans'}'
[2025-09-30T04:37:53.591461] Saving text to bench_final/run1/medmcqa/medmcqa_479/pi_initial_prompt.txt
[2025-09-30T04:37:53.602592] [PI] Calling o3 for initial analysis...
[2025-09-30T04:37:56.089508] [PI] Reasoning iteration 1
[2025-09-30T04:37:56.091926] [PI] Executing function call 1: hybrid_search
[2025-09-30T04:37:56.093478] [PI] Function arguments: {'query': 'myositis ossificans dystrophic calcification example', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-30T04:37:56.096196] Saving JSON to bench_final/run1/medmcqa/medmcqa_479/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T04:38:51.644917] [PI] Function hybrid_search executed successfully
[2025-09-30T04:38:51.651086] Saving JSON to bench_final/run1/medmcqa/medmcqa_479/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T04:38:51.659715] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T04:38:59.782495] [PI] Reasoning iteration 2
[2025-09-30T04:38:59.784231] [PI] No function calls found in response
[2025-09-30T04:38:59.787174] [PI] No more function calls - research complete
[2025-09-30T04:38:59.791992] Saving text to bench_final/run1/medmcqa/medmcqa_479/pi_final_answer.txt
[2025-09-30T04:38:59.812191] [QUERYOME] Query completed successfully
