[2025-10-01T02:00:41.348218] [QUERYOME] Starting research for query 1035: '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:
Most atypical (unique) tooth 

Options:
{'A': 'Primary lower 1st molar', 'B': 'Primary lower 2nd molar', 'C': 'Primary upper 1st molar', 'D': 'Primary upper 2nd molar'}'
[2025-10-01T02:00:41.390641] [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:
Most atypical (unique) tooth 

Options:
{'A': 'Primary lower 1st molar', 'B': 'Primary lower 2nd molar', 'C': 'Primary upper 1st molar', 'D': 'Primary upper 2nd molar'}'
[2025-10-01T02:00:41.395728] Saving text to bench_final/run1/medmcqa/medmcqa_1034/pi_initial_prompt.txt
[2025-10-01T02:00:41.402446] [PI] Calling o3 for initial analysis...
[2025-10-01T02:00:55.178218] [PI] Reasoning iteration 1
[2025-10-01T02:00:55.179823] [PI reasoning] **Identifying unique primary teeth**

I’m thinking about which primary tooth is the most atypical or unique in terms of anatomy. In pedodontics, the primary maxillary first molar is often considered the most distinct since it doesn’t resemble other teeth and has a shape that is somewhat between a premolar and a molar. But wait, the primary mandibular first molar also has an unusual morphology with its four cusps and divergent roots. Many sources claim that it’s the most unique tooth in primary dentition, which adds more complexity to my answer.
[2025-10-01T02:00:55.181813] [PI] Executing function call 1: hybrid_search
[2025-10-01T02:00:55.185758] [PI] Function arguments: {'query': 'deciduous mandibular first molar is the most atypical tooth', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T02:00:55.193993] Saving JSON to bench_final/run1/medmcqa/medmcqa_1034/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-10-01T02:01:37.349808] [PI] Function hybrid_search executed successfully
[2025-10-01T02:01:37.354161] Saving JSON to bench_final/run1/medmcqa/medmcqa_1034/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-10-01T02:01:37.390582] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T02:01:41.797673] [PI] Reasoning iteration 2
[2025-10-01T02:01:41.799202] [PI] Executing function call 1: hybrid_search
[2025-10-01T02:01:41.803704] [PI] Function arguments: {'query': 'which primary tooth is considered most atypical', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T02:01:41.811622] Saving JSON to bench_final/run1/medmcqa/medmcqa_1034/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T02:02:06.934472] [PI] Function hybrid_search executed successfully
[2025-10-01T02:02:06.937447] Saving JSON to bench_final/run1/medmcqa/medmcqa_1034/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T02:02:06.944301] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T02:02:10.120134] [PI] Reasoning iteration 3
[2025-10-01T02:02:10.128811] [PI] Executing function call 1: hybrid_search
[2025-10-01T02:02:10.130779] [PI] Function arguments: {'query': 'deciduous mandibular first molar most unique tooth of either dentition', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T02:02:10.133352] Saving JSON to bench_final/run1/medmcqa/medmcqa_1034/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T02:02:14.655335] [PI] Function hybrid_search executed successfully
[2025-10-01T02:02:14.657012] Saving JSON to bench_final/run1/medmcqa/medmcqa_1034/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T02:02:14.720080] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T02:02:18.572169] [PI] Reasoning iteration 4
[2025-10-01T02:02:18.573387] [PI] Executing function call 1: hybrid_search
[2025-10-01T02:02:18.575568] [PI] Function arguments: {'query': "Wheeler's most atypical tooth primary mandibular first molar", 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T02:02:18.577791] Saving JSON to bench_final/run1/medmcqa/medmcqa_1034/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-01T02:02:51.673924] [PI] Function hybrid_search executed successfully
[2025-10-01T02:02:51.675835] Saving JSON to bench_final/run1/medmcqa/medmcqa_1034/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-01T02:02:51.694573] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T02:03:00.132603] [PI] Reasoning iteration 5
[2025-10-01T02:03:00.138220] [PI] No function calls found in response
[2025-10-01T02:03:00.144701] [PI] No more function calls - research complete
[2025-10-01T02:03:00.146112] Saving text to bench_final/run1/medmcqa/medmcqa_1034/pi_final_answer.txt
[2025-10-01T02:03:00.150650] [QUERYOME] Query completed successfully
