[2025-10-01T12:35:47.572656] [QUERYOME] Starting research for query 1515: '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 minimum incidence of cleft palate is seen in which of the following: 

Options:
{'A': 'Mongoloid', 'B': 'Afghans', 'C': 'Negroes', 'D': 'South Americans'}'
[2025-10-01T12:35:47.640648] [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 minimum incidence of cleft palate is seen in which of the following: 

Options:
{'A': 'Mongoloid', 'B': 'Afghans', 'C': 'Negroes', 'D': 'South Americans'}'
[2025-10-01T12:35:47.642227] Saving text to bench_final/run1/medmcqa/medmcqa_1514/pi_initial_prompt.txt
[2025-10-01T12:35:47.647111] [PI] Calling o3 for initial analysis...
[2025-10-01T12:35:58.663690] [PI] Reasoning iteration 1
[2025-10-01T12:35:58.665795] [PI reasoning] **Considering cleft palate incidence**

I’m looking into which population has the minimum incidence of cleft palate. Historically, it seems cleft lip and palate are highest in Native Americans and Asians, with Caucasians falling in the middle and Africans having the lowest. For cleft palate alone, the data is a bit varied, but it appears the incidence is highest in Caucasians. Overall, it looks like Africans have the lowest rate, which is interesting to note.
[2025-10-01T12:35:58.667631] [PI] Executing function call 1: hybrid_search
[2025-10-01T12:35:58.670082] [PI] Function arguments: {'query': 'minimum incidence cleft palate racial groups negroes', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T12:35:58.671958] Saving JSON to bench_final/run1/medmcqa/medmcqa_1514/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T12:36:40.815629] [PI] Function hybrid_search executed successfully
[2025-10-01T12:36:40.818565] Saving JSON to bench_final/run1/medmcqa/medmcqa_1514/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T12:36:40.834528] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T12:36:45.371471] [PI] Reasoning iteration 2
[2025-10-01T12:36:45.373827] [PI] Executing function call 1: hybrid_search
[2025-10-01T12:36:45.375979] [PI] Function arguments: {'query': 'cleft lip palate incidence lowest in africans 0.3 per 1000', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T12:36:45.377573] Saving JSON to bench_final/run1/medmcqa/medmcqa_1514/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T12:36:58.616221] [PI] Function hybrid_search executed successfully
[2025-10-01T12:36:58.618944] Saving JSON to bench_final/run1/medmcqa/medmcqa_1514/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T12:36:58.647700] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T12:37:09.834972] [PI] Reasoning iteration 3
[2025-10-01T12:37:09.836722] [PI] Executing function call 1: hybrid_search
[2025-10-01T12:37:09.841084] [PI] Function arguments: {'query': 'incidence 0.3 per 1000 cleft lip palate Africans', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T12:37:09.842767] Saving JSON to bench_final/run1/medmcqa/medmcqa_1514/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T12:37:43.697603] [PI] Function hybrid_search executed successfully
[2025-10-01T12:37:43.708740] Saving JSON to bench_final/run1/medmcqa/medmcqa_1514/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T12:37:43.716947] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T12:37:50.245818] [PI] Reasoning iteration 4
[2025-10-01T12:37:50.251298] [PI] Executing function call 1: hybrid_search
[2025-10-01T12:37:50.253694] [PI] Function arguments: {'query': 'Black children had lower incidence cleft lip palate than white incidence review 1996 British J Oral Maxillofacial Surgery', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T12:37:50.255739] Saving JSON to bench_final/run1/medmcqa/medmcqa_1514/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-01T12:38:34.487210] [PI] Function hybrid_search executed successfully
[2025-10-01T12:38:34.489753] Saving JSON to bench_final/run1/medmcqa/medmcqa_1514/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-01T12:38:34.510863] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T12:38:39.883963] [PI] Reasoning iteration 5
[2025-10-01T12:38:39.885847] [PI] No function calls found in response
[2025-10-01T12:38:39.887515] [PI] No more function calls - research complete
[2025-10-01T12:38:39.890027] Saving text to bench_final/run1/medmcqa/medmcqa_1514/pi_final_answer.txt
[2025-10-01T12:38:39.895944] [QUERYOME] Query completed successfully
