[2025-10-01T21:39:04.244374] [QUERYOME] Starting research for query 910: '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:
For supporting complex amalgam restoration, which of the following cement has best modulus of elasticity?

Options:
A. ZOE
B. GIC
C. Polycarboxylate
D. Zinc phosphate'
[2025-10-01T21:39:04.312651] [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:
For supporting complex amalgam restoration, which of the following cement has best modulus of elasticity?

Options:
A. ZOE
B. GIC
C. Polycarboxylate
D. Zinc phosphate'
[2025-10-01T21:39:04.314194] Saving text to bench_final/run1/medmcqa/medmcqa_2470/pi_initial_prompt.txt
[2025-10-01T21:39:04.336265] [PI] Calling o3 for initial analysis...
[2025-10-01T21:39:11.837612] [PI] Reasoning iteration 1
[2025-10-01T21:39:11.839237] [PI] Executing function call 1: hybrid_search
[2025-10-01T21:39:11.841427] [PI] Function arguments: {'query': 'modulus of elasticity zinc phosphate cement polycarboxylate glass ionomer cement', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T21:39:11.842676] Saving JSON to bench_final/run1/medmcqa/medmcqa_2470/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T21:39:12.285997] [PI] Function hybrid_search executed successfully
[2025-10-01T21:39:12.288502] Saving JSON to bench_final/run1/medmcqa/medmcqa_2470/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T21:39:12.293841] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T21:39:17.119394] [PI] Reasoning iteration 2
[2025-10-01T21:39:17.121832] [PI] Executing function call 1: hybrid_search
[2025-10-01T21:39:17.123419] [PI] Function arguments: {'query': 'zinc phosphate cement highest modulus of elasticity among dental cements', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T21:39:17.125645] Saving JSON to bench_final/run1/medmcqa/medmcqa_2470/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T21:39:18.344506] [PI] Function hybrid_search executed successfully
[2025-10-01T21:39:18.346435] Saving JSON to bench_final/run1/medmcqa/medmcqa_2470/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T21:39:18.351069] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T21:39:27.785708] [PI] Reasoning iteration 3
[2025-10-01T21:39:27.787390] [PI] No function calls found in response
[2025-10-01T21:39:27.789013] [PI] No more function calls - research complete
[2025-10-01T21:39:27.791479] Saving text to bench_final/run1/medmcqa/medmcqa_2470/pi_final_answer.txt
[2025-10-01T21:39:27.795773] [QUERYOME] Query completed successfully
