[2025-10-02T04:22:14.527479] [QUERYOME] Starting research for query 1848: '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:
To remove non working side interference, reduce:

Options:
A. Maxillary supporting cusps.
B. Mandibular supporting cusps.
C. Supporting cusps of both the arches.
D. Either of the arch's supporting cusps should be reduced.'
[2025-10-02T04:22:14.568034] [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:
To remove non working side interference, reduce:

Options:
A. Maxillary supporting cusps.
B. Mandibular supporting cusps.
C. Supporting cusps of both the arches.
D. Either of the arch's supporting cusps should be reduced.'
[2025-10-02T04:22:14.570293] Saving text to bench_final/run1/medmcqa/medmcqa_3408/pi_initial_prompt.txt
[2025-10-02T04:22:14.575209] [PI] Calling o3 for initial analysis...
[2025-10-02T04:22:28.946895] [PI] Reasoning iteration 1
[2025-10-02T04:22:28.949105] [PI reasoning] **Considering occlusal adjustment**

I'm focused on answering questions about occlusal adjustment to remove non-working side interference, specifically which cusps need to be adjusted. In occlusion terms, non-working side interference happens when certain cusps contact during lateral movement. To fix this, it’s generally recommended to reduce the inner inclines of the maxillary lingual cusps or the mandibular buccal cusps. There's also the BULL rule for adjustments on the working side, not the balancing side.
[2025-10-02T04:22:28.951060] [PI] Executing function call 1: hybrid_search
[2025-10-02T04:22:28.953366] [PI] Function arguments: {'query': 'nonworking side interference selective grinding inner incline maxillary lingual cusp', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T04:22:28.956272] Saving JSON to bench_final/run1/medmcqa/medmcqa_3408/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T04:22:29.930706] [PI] Function hybrid_search executed successfully
[2025-10-02T04:22:29.932986] Saving JSON to bench_final/run1/medmcqa/medmcqa_3408/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T04:22:29.941370] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T04:22:33.342281] [PI] Reasoning iteration 2
[2025-10-02T04:22:33.343901] [PI] Executing function call 1: hybrid_search
[2025-10-02T04:22:33.346728] [PI] Function arguments: {'query': 'balancing interference selective grinding maxillary lingual cusp mandibular buccal cusp inner incline', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T04:22:33.348281] Saving JSON to bench_final/run1/medmcqa/medmcqa_3408/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T04:22:34.076752] [PI] Function hybrid_search executed successfully
[2025-10-02T04:22:34.078688] Saving JSON to bench_final/run1/medmcqa/medmcqa_3408/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T04:22:34.086547] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T04:22:41.032871] [PI] Reasoning iteration 3
[2025-10-02T04:22:41.035127] [PI] Executing function call 1: hybrid_search
[2025-10-02T04:22:41.036833] [PI] Function arguments: {'query': 'selective grinding rule non working interference supporting cusp', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-02T04:22:41.038609] Saving JSON to bench_final/run1/medmcqa/medmcqa_3408/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-02T04:22:42.262253] [PI] Function hybrid_search executed successfully
[2025-10-02T04:22:42.265180] Saving JSON to bench_final/run1/medmcqa/medmcqa_3408/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-02T04:22:42.271634] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T04:22:51.840557] [PI] Reasoning iteration 4
[2025-10-02T04:22:51.842269] [PI] Executing function call 1: hybrid_search
[2025-10-02T04:22:51.845038] [PI] Function arguments: {'query': 'balancing interference tooth reduction inner incline of maxillary lingual cusp', 'k': 10, 'faiss_weight': 0.9, 'bm25_weight': 0.1, 'use_rrf': True}
[2025-10-02T04:22:51.847429] Saving JSON to bench_final/run1/medmcqa/medmcqa_3408/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-02T04:22:52.632340] [PI] Function hybrid_search executed successfully
[2025-10-02T04:22:52.635498] Saving JSON to bench_final/run1/medmcqa/medmcqa_3408/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-02T04:22:52.661460] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T04:23:02.090220] [PI] Reasoning iteration 5
[2025-10-02T04:23:02.092008] [PI] No function calls found in response
[2025-10-02T04:23:02.093697] [PI] No more function calls - research complete
[2025-10-02T04:23:02.096334] Saving text to bench_final/run1/medmcqa/medmcqa_3408/pi_final_answer.txt
[2025-10-02T04:23:02.126017] [QUERYOME] Query completed successfully
