[2025-10-01T12:29:02.481196] [QUERYOME] Starting research for query 1510: '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 8-years-old patient with a supernumerary tooth and crowding in the arch comes to you; what will be your line of treatment: 

Options:
{'A': 'Wait and watch', 'B': 'Extraction and orthodontic treatment', 'C': 'Serial extraction', 'D': 'Immediate intervention with removal appliance'}'
[2025-10-01T12:29:02.543721] [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 8-years-old patient with a supernumerary tooth and crowding in the arch comes to you; what will be your line of treatment: 

Options:
{'A': 'Wait and watch', 'B': 'Extraction and orthodontic treatment', 'C': 'Serial extraction', 'D': 'Immediate intervention with removal appliance'}'
[2025-10-01T12:29:02.545240] Saving text to bench_final/run1/medmcqa/medmcqa_1509/pi_initial_prompt.txt
[2025-10-01T12:29:02.549689] [PI] Calling o3 for initial analysis...
[2025-10-01T12:29:07.381772] [PI] Reasoning iteration 1
[2025-10-01T12:29:07.384604] [PI] Executing function call 1: hybrid_search
[2025-10-01T12:29:07.386549] [PI] Function arguments: {'query': 'management of supernumerary tooth causing crowding in mixed dentition extraction followed by orthodontic treatment 8 years', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T12:29:07.389152] Saving JSON to bench_final/run1/medmcqa/medmcqa_1509/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T12:29:41.632007] [PI] Function hybrid_search executed successfully
[2025-10-01T12:29:41.634799] Saving JSON to bench_final/run1/medmcqa/medmcqa_1509/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T12:29:41.644541] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T12:29:45.290638] [PI] Reasoning iteration 2
[2025-10-01T12:29:45.292267] [PI] Executing function call 1: hybrid_search
[2025-10-01T12:29:45.294726] [PI] Function arguments: {'query': 'guideline management supernumerary teeth extraction early removal orthodontic monitoring', 'k': 5, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T12:29:45.306770] Saving JSON to bench_final/run1/medmcqa/medmcqa_1509/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T12:30:16.220899] [PI] Function hybrid_search executed successfully
[2025-10-01T12:30:16.223507] Saving JSON to bench_final/run1/medmcqa/medmcqa_1509/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T12:30:16.229423] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T12:30:22.816999] [PI] Reasoning iteration 3
[2025-10-01T12:30:22.819432] [PI] No function calls found in response
[2025-10-01T12:30:22.821178] [PI] No more function calls - research complete
[2025-10-01T12:30:22.823928] Saving text to bench_final/run1/medmcqa/medmcqa_1509/pi_final_answer.txt
[2025-10-01T12:30:22.828884] [QUERYOME] Query completed successfully
