[2025-10-01T18:23:51.428599] [QUERYOME] Starting research for query 452: '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:
Dystrophic calcification is seen most commonly in which of the following oral tissues

Options:
A. Enamel
B. Pulp
C. Dentin
D. Periodontal ligament'
[2025-10-01T18:23:51.474280] [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:
Dystrophic calcification is seen most commonly in which of the following oral tissues

Options:
A. Enamel
B. Pulp
C. Dentin
D. Periodontal ligament'
[2025-10-01T18:23:51.476577] Saving text to bench_final/run1/medmcqa/medmcqa_2012/pi_initial_prompt.txt
[2025-10-01T18:23:51.481771] [PI] Calling o3 for initial analysis...
[2025-10-01T18:23:59.036083] [PI] Reasoning iteration 1
[2025-10-01T18:23:59.037584] [PI reasoning] **Evaluating Dystrophic Calcification**

I need to determine where dystrophic calcification is most commonly seen among oral tissues: enamel, pulp, dentin, or periodontal ligament. Dystrophic calcification generally occurs in degenerated tissues. In dentistry, pulp stones are an example of this, while cementicles in the periodontal ligament could also be considered. But considering the question, the most likely answer is pulp, as pulp stones arise from degenerative changes. I should quickly verify this with some sources.
[2025-10-01T18:23:59.038815] [PI] Executing function call 1: hybrid_search
[2025-10-01T18:23:59.040340] [PI] Function arguments: {'query': 'dystrophic calcification pulp stones dental pulp most common oral tissue', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T18:23:59.041909] Saving JSON to bench_final/run1/medmcqa/medmcqa_2012/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T18:23:59.972937] [PI] Function hybrid_search executed successfully
[2025-10-01T18:23:59.974651] Saving JSON to bench_final/run1/medmcqa/medmcqa_2012/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T18:23:59.981665] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T18:24:04.744726] [PI] Reasoning iteration 2
[2025-10-01T18:24:04.747120] [PI] No function calls found in response
[2025-10-01T18:24:04.748665] [PI] No more function calls - research complete
[2025-10-01T18:24:04.752125] Saving text to bench_final/run1/medmcqa/medmcqa_2012/pi_final_answer.txt
[2025-10-01T18:24:04.778188] [QUERYOME] Query completed successfully
