[2025-10-02T08:37:14.457066] [QUERYOME] Starting research for query 2394: '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:
Heavy forces on periodontal ligament causes:

Options:
A. Hyalinization
B. Osteoclastic activity around tooth
C. Osteoblastic activity around tooth
D. Crest bone resorption'
[2025-10-02T08:37:14.496340] [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:
Heavy forces on periodontal ligament causes:

Options:
A. Hyalinization
B. Osteoclastic activity around tooth
C. Osteoblastic activity around tooth
D. Crest bone resorption'
[2025-10-02T08:37:14.497948] Saving text to bench_final/run1/medmcqa/medmcqa_3954/pi_initial_prompt.txt
[2025-10-02T08:37:14.510778] [PI] Calling o3 for initial analysis...
[2025-10-02T08:37:19.873904] [PI] Reasoning iteration 1
[2025-10-02T08:37:19.876443] [PI reasoning] **Searching for orthodontic forces info**

I’m looking into a question about orthodontic forces. It seems that applying heavy forces on the periodontal ligament can cause hyalinization, which is a form of sterile necrosis due to compression. So, Option A looks like it might be correct, but I still need evidence to support that. I’ll search quickly to find the relevant information!
[2025-10-02T08:37:19.878028] [PI] Executing function call 1: hybrid_search
[2025-10-02T08:37:19.881084] [PI] Function arguments: {'query': 'heavy orthodontic forces hyalinization periodontal ligament', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T08:37:19.882753] Saving JSON to bench_final/run1/medmcqa/medmcqa_3954/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-10-02T08:37:20.494364] [PI] Function hybrid_search executed successfully
[2025-10-02T08:37:20.497074] Saving JSON to bench_final/run1/medmcqa/medmcqa_3954/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-10-02T08:37:20.509011] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T08:37:26.777061] [PI] Reasoning iteration 2
[2025-10-02T08:37:26.778965] [PI] No function calls found in response
[2025-10-02T08:37:26.781846] [PI] No more function calls - research complete
[2025-10-02T08:37:26.783323] Saving text to bench_final/run1/medmcqa/medmcqa_3954/pi_final_answer.txt
[2025-10-02T08:37:26.788850] [QUERYOME] Query completed successfully
