[2025-10-01T23:23:01.318792] [QUERYOME] Starting research for query 1163: '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:
It is necessary to remove a disto-occlusal inlay from maxillary premolar. The procedure of choice is:

Options:
A. Cut through the isthmus and remove the inlay in 2 pieces
B. Use a chisel and mallet
C. Try to tease the inlay out with help of an elevator
D. Remove the inlay in one piece'
[2025-10-01T23:23:01.367428] [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:
It is necessary to remove a disto-occlusal inlay from maxillary premolar. The procedure of choice is:

Options:
A. Cut through the isthmus and remove the inlay in 2 pieces
B. Use a chisel and mallet
C. Try to tease the inlay out with help of an elevator
D. Remove the inlay in one piece'
[2025-10-01T23:23:01.368943] Saving text to bench_final/run1/medmcqa/medmcqa_2723/pi_initial_prompt.txt
[2025-10-01T23:23:01.375090] [PI] Calling o3 for initial analysis...
[2025-10-01T23:23:07.284752] [PI] Reasoning iteration 1
[2025-10-01T23:23:07.286928] [PI] Executing function call 1: hybrid_search
[2025-10-01T23:23:07.288191] [PI] Function arguments: {'query': 'removal of two surface inlay cut through the isthmus technique', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T23:23:07.290666] Saving JSON to bench_final/run1/medmcqa/medmcqa_2723/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T23:23:07.997514] [PI] Function hybrid_search executed successfully
[2025-10-01T23:23:07.999512] Saving JSON to bench_final/run1/medmcqa/medmcqa_2723/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T23:23:08.011857] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T23:23:10.636016] [PI] Reasoning iteration 2
[2025-10-01T23:23:10.637456] [PI] Executing function call 1: hybrid_search
[2025-10-01T23:23:10.639275] [PI] Function arguments: {'query': 'technique for removal of MO or DO inlay sectioning through isthmus   dental', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T23:23:10.641373] Saving JSON to bench_final/run1/medmcqa/medmcqa_2723/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T23:23:11.610872] [PI] Function hybrid_search executed successfully
[2025-10-01T23:23:11.612902] Saving JSON to bench_final/run1/medmcqa/medmcqa_2723/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T23:23:11.619020] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T23:23:16.246810] [PI] Reasoning iteration 3
[2025-10-01T23:23:16.248319] [PI] Executing function call 1: hybrid_search
[2025-10-01T23:23:16.250334] [PI] Function arguments: {'query': 'sectioning cast gold inlays for removal', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T23:23:16.251849] Saving JSON to bench_final/run1/medmcqa/medmcqa_2723/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T23:23:16.777834] [PI] Function hybrid_search executed successfully
[2025-10-01T23:23:16.780678] Saving JSON to bench_final/run1/medmcqa/medmcqa_2723/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T23:23:16.787200] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T23:23:20.019721] [PI] Reasoning iteration 4
[2025-10-01T23:23:20.021455] [PI] Executing function call 1: hybrid_search
[2025-10-01T23:23:20.022940] [PI] Function arguments: {'query': 'sectioning existing cast restorations for removal to prevent tooth damage', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T23:23:20.024272] Saving JSON to bench_final/run1/medmcqa/medmcqa_2723/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-01T23:23:21.280154] [PI] Function hybrid_search executed successfully
[2025-10-01T23:23:21.281947] Saving JSON to bench_final/run1/medmcqa/medmcqa_2723/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-01T23:23:21.288342] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T23:23:27.506153] [PI] Reasoning iteration 5
[2025-10-01T23:23:27.507772] [PI] Executing function call 1: hybrid_search
[2025-10-01T23:23:27.509360] [PI] Function arguments: {'query': 'inlay removal technique cut through isthmus inlay removal', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T23:23:27.511550] Saving JSON to bench_final/run1/medmcqa/medmcqa_2723/pi_iteration_5_tool_call_2_hybrid_search.json
[2025-10-01T23:23:28.213796] [PI] Function hybrid_search executed successfully
[2025-10-01T23:23:28.216490] Saving JSON to bench_final/run1/medmcqa/medmcqa_2723/pi_iteration_5_tool_result_2_hybrid_search.json
[2025-10-01T23:23:28.221640] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T23:23:36.916056] [PI] Reasoning iteration 6
[2025-10-01T23:23:36.916997] [PI] No function calls found in response
[2025-10-01T23:23:36.918570] [PI] No more function calls - research complete
[2025-10-01T23:23:36.920732] Saving text to bench_final/run1/medmcqa/medmcqa_2723/pi_final_answer.txt
[2025-10-01T23:23:36.938002] [QUERYOME] Query completed successfully
