[2025-10-02T01:38:25.856132] [QUERYOME] Starting research for query 1471: '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:
Fibroblasts in pulp produces collagen

Options:
A. Type I only
B. Type II and III
C. Type I and III
D. Type II and I'
[2025-10-02T01:38:25.897571] [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:
Fibroblasts in pulp produces collagen

Options:
A. Type I only
B. Type II and III
C. Type I and III
D. Type II and I'
[2025-10-02T01:38:25.899125] Saving text to bench_final/run1/medmcqa/medmcqa_3031/pi_initial_prompt.txt
[2025-10-02T01:38:25.907576] [PI] Calling o3 for initial analysis...
[2025-10-02T01:38:29.230098] [PI] Reasoning iteration 1
[2025-10-02T01:38:29.231596] [PI] Executing function call 1: hybrid_search
[2025-10-02T01:38:29.233057] [PI] Function arguments: {'query': 'dental pulp fibroblasts type I and type III collagen production', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T01:38:29.235013] Saving JSON to bench_final/run1/medmcqa/medmcqa_3031/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T01:38:29.980535] [PI] Function hybrid_search executed successfully
[2025-10-02T01:38:29.982728] Saving JSON to bench_final/run1/medmcqa/medmcqa_3031/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T01:38:29.990001] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T01:38:35.116577] [PI] Reasoning iteration 2
[2025-10-02T01:38:35.118841] [PI] No function calls found in response
[2025-10-02T01:38:35.121534] [PI] No more function calls - research complete
[2025-10-02T01:38:35.123031] Saving text to bench_final/run1/medmcqa/medmcqa_3031/pi_final_answer.txt
[2025-10-02T01:38:35.127150] [QUERYOME] Query completed successfully
