[2025-10-02T09:20:48.288771] [QUERYOME] Starting research for query 2490: '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:
Cementosis are commonly seen in:

Options:
A. Females in maxilla
B. Females in mandible
C. Males in maxilla
D. Males in mandible'
[2025-10-02T09:20:48.338282] [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:
Cementosis are commonly seen in:

Options:
A. Females in maxilla
B. Females in mandible
C. Males in maxilla
D. Males in mandible'
[2025-10-02T09:20:48.340659] Saving text to bench_final/run1/medmcqa/medmcqa_4050/pi_initial_prompt.txt
[2025-10-02T09:20:48.361374] [PI] Calling o3 for initial analysis...
[2025-10-02T09:20:57.349451] [PI] Reasoning iteration 1
[2025-10-02T09:20:57.352313] [PI reasoning] **Exploring cementosis details**

I’m looking into the question about cementosis, which might actually refer to hypercementosis or cementoma. I remember that hypercementosis is usually found in molars, particularly mandibular molars. It doesn’t seem strongly gender-specific, although it may occur more often in males. However, if cementosis refers to periapical cemental dysplasia (cementoma), it’s found more in middle-aged females, especially in the mandibular anterior region. So, it looks like the correct answer could be option B: females in the mandible.
[2025-10-02T09:20:57.353860] [PI] Executing function call 1: hybrid_search
[2025-10-02T09:20:57.357744] [PI] Function arguments: {'query': 'cementosis female mandible', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T09:20:57.359429] Saving JSON to bench_final/run1/medmcqa/medmcqa_4050/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T09:20:57.931084] [PI] Function hybrid_search executed successfully
[2025-10-02T09:20:57.932969] Saving JSON to bench_final/run1/medmcqa/medmcqa_4050/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T09:20:57.958058] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T09:21:04.529605] [PI] Reasoning iteration 2
[2025-10-02T09:21:04.531880] [PI] Executing function call 1: hybrid_search
[2025-10-02T09:21:04.534003] [PI] Function arguments: {'query': 'periapical cemental dysplasia female mandible anterior teeth', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T09:21:04.536951] Saving JSON to bench_final/run1/medmcqa/medmcqa_4050/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T09:21:05.091210] [PI] Function hybrid_search executed successfully
[2025-10-02T09:21:05.093217] Saving JSON to bench_final/run1/medmcqa/medmcqa_4050/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T09:21:05.099533] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T09:21:14.743020] [PI] Reasoning iteration 3
[2025-10-02T09:21:14.746053] [PI] No function calls found in response
[2025-10-02T09:21:14.747112] [PI] No more function calls - research complete
[2025-10-02T09:21:14.748753] Saving text to bench_final/run1/medmcqa/medmcqa_4050/pi_final_answer.txt
[2025-10-02T09:21:14.771568] [QUERYOME] Query completed successfully
