[2025-10-01T15:32:55.072734] [QUERYOME] Starting research for query 104: '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 prevent porosity in dental porcelain it should be
baked:

Options:
A. In presence of air
B. In vacuum
C. For long period
D. Under pressure'
[2025-10-01T15:32:55.121535] [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 prevent porosity in dental porcelain it should be
baked:

Options:
A. In presence of air
B. In vacuum
C. For long period
D. Under pressure'
[2025-10-01T15:32:55.122937] Saving text to bench_final/run1/medmcqa/medmcqa_1664/pi_initial_prompt.txt
[2025-10-01T15:32:55.138023] [PI] Calling o3 for initial analysis...
[2025-10-01T15:32:59.258166] [PI] Reasoning iteration 1
[2025-10-01T15:32:59.259997] [PI] Executing function call 1: hybrid_search
[2025-10-01T15:32:59.262897] [PI] Function arguments: {'query': 'porosity dental porcelain baked in vacuum to prevent porosity', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T15:32:59.264699] Saving JSON to bench_final/run1/medmcqa/medmcqa_1664/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-10-01T15:33:02.226449] [PI] Function hybrid_search executed successfully
[2025-10-01T15:33:02.228937] Saving JSON to bench_final/run1/medmcqa/medmcqa_1664/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-10-01T15:33:02.264952] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T15:33:08.135812] [PI] Reasoning iteration 2
[2025-10-01T15:33:08.137773] [PI] Executing function call 1: hybrid_search
[2025-10-01T15:33:08.139431] [PI] Function arguments: {'query': 'vacuum firing porcelain bubbles dental', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T15:33:08.142129] Saving JSON to bench_final/run1/medmcqa/medmcqa_1664/pi_iteration_2_tool_call_3_hybrid_search.json
[2025-10-01T15:33:10.413248] [PI] Function hybrid_search executed successfully
[2025-10-01T15:33:10.414929] Saving JSON to bench_final/run1/medmcqa/medmcqa_1664/pi_iteration_2_tool_result_3_hybrid_search.json
[2025-10-01T15:33:10.422708] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T15:33:16.623938] [PI] Reasoning iteration 3
[2025-10-01T15:33:16.627170] [PI] No function calls found in response
[2025-10-01T15:33:16.628791] [PI] No more function calls - research complete
[2025-10-01T15:33:16.631315] Saving text to bench_final/run1/medmcqa/medmcqa_1664/pi_final_answer.txt
[2025-10-01T15:33:16.636254] [QUERYOME] Query completed successfully
