[2025-10-01T01:24:42.538828] [QUERYOME] Starting research for query 1006: '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:
D1 bone found mainly in which site? 

Options:
{'A': 'Anterior maxilla', 'B': 'Anterior mandible', 'C': 'Posterior mandible', 'D': 'Posterior maxilla'}'
[2025-10-01T01:24:42.604713] [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:
D1 bone found mainly in which site? 

Options:
{'A': 'Anterior maxilla', 'B': 'Anterior mandible', 'C': 'Posterior mandible', 'D': 'Posterior maxilla'}'
[2025-10-01T01:24:42.613165] Saving text to bench_final/run1/medmcqa/medmcqa_1005/pi_initial_prompt.txt
[2025-10-01T01:24:42.621747] [PI] Calling o3 for initial analysis...
[2025-10-01T01:24:51.957305] [PI] Reasoning iteration 1
[2025-10-01T01:24:51.958447] [PI reasoning] **Identifying D1 bone location**

The user is asking about D1 bone location, which refers to dense cortical bone as per Misch's classification. D1 is mainly found in the anterior mandible. To clarify, the classification has several types: D2 is porous cortical and coarse trabecular bone, D3 is porous cortical with fine trabecular bone, and D4 is fine trabecular bone in the posterior maxilla. My conclusion is that D1 bone is predominantly located in the anterior mandible.
[2025-10-01T01:24:51.960871] [PI] Executing function call 1: hybrid_search
[2025-10-01T01:24:51.971527] [PI] Function arguments: {'query': 'D1 bone dense cortical bone found mainly in anterior mandible Misch classification', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T01:24:51.973216] Saving JSON to bench_final/run1/medmcqa/medmcqa_1005/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T01:25:10.941801] [PI] Function hybrid_search executed successfully
[2025-10-01T01:25:10.946666] Saving JSON to bench_final/run1/medmcqa/medmcqa_1005/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T01:25:10.954219] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T01:25:13.374394] [PI] Reasoning iteration 2
[2025-10-01T01:25:13.379138] [PI] Executing function call 1: hybrid_search
[2025-10-01T01:25:13.387227] [PI] Function arguments: {'query': 'Misch bone density D1 dense cortical bone anterior mandible citation', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T01:25:13.392185] Saving JSON to bench_final/run1/medmcqa/medmcqa_1005/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T01:25:56.437920] [PI] Function hybrid_search executed successfully
[2025-10-01T01:25:56.439550] Saving JSON to bench_final/run1/medmcqa/medmcqa_1005/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T01:25:56.446261] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T01:26:02.612882] [PI] Reasoning iteration 3
[2025-10-01T01:26:02.615845] [PI reasoning] **Searching for D1 classification evidence**

I still don’t have a clear mention of D1 classification. A simpler approach would be to provide answer B along with reasoning, referencing Misch. However, I realize I need evidence from the literature, as there could be sources discussing D1 bone distribution. So, I’m going to search again for terms like "dense cortical bone anterior mandible FSU" to find relevant materials. Let's see what I can uncover!
[2025-10-01T01:26:02.617844] [PI] Executing function call 1: hybrid_search
[2025-10-01T01:26:02.619715] [PI] Function arguments: {'query': 'dense cortical bone typically found in anterior mandible dental implant bone quality D1', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T01:26:02.622096] Saving JSON to bench_final/run1/medmcqa/medmcqa_1005/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T01:26:30.175264] [PI] Function hybrid_search executed successfully
[2025-10-01T01:26:30.185525] Saving JSON to bench_final/run1/medmcqa/medmcqa_1005/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T01:26:30.191065] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T01:26:41.706947] [PI] Reasoning iteration 4
[2025-10-01T01:26:41.708248] [PI] No function calls found in response
[2025-10-01T01:26:41.710824] [PI] No more function calls - research complete
[2025-10-01T01:26:41.712356] Saving text to bench_final/run1/medmcqa/medmcqa_1005/pi_final_answer.txt
[2025-10-01T01:26:41.717078] [QUERYOME] Query completed successfully
