[2025-10-02T03:55:06.889100] [QUERYOME] Starting research for query 1792: '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:
Hypercementosis of whole dentition is seen in

Options:
A. Hypophosphatasia
B. Achondroplasia
C. Pagets disease
D. Fibrous dysplasia polyostotic type'
[2025-10-02T03:55:06.930301] [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:
Hypercementosis of whole dentition is seen in

Options:
A. Hypophosphatasia
B. Achondroplasia
C. Pagets disease
D. Fibrous dysplasia polyostotic type'
[2025-10-02T03:55:06.931978] Saving text to bench_final/run1/medmcqa/medmcqa_3352/pi_initial_prompt.txt
[2025-10-02T03:55:06.939467] [PI] Calling o3 for initial analysis...
[2025-10-02T03:55:13.988288] [PI] Reasoning iteration 1
[2025-10-02T03:55:13.991575] [PI reasoning] **Clarifying dental conditions**

I need to pinpoint the correct answer regarding hypercementosis. This condition is notably associated with Paget's disease, affecting the whole dentition. Other conditions like acromegaly or supra eruption can also cause hypercementosis, while hypophosphatasia leads to premature tooth loss and deficiency in cementum. I'll confirm that the appropriate option is indeed C, and I want to reference relevant literature to back this up. A quick search could help me find suitable citations on Paget's disease.
[2025-10-02T03:55:13.993266] [PI] Executing function call 1: hybrid_search
[2025-10-02T03:55:13.996502] [PI] Function arguments: {'query': 'Paget disease hypercementosis teeth whole dentition', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T03:55:13.997762] Saving JSON to bench_final/run1/medmcqa/medmcqa_3352/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T03:55:15.067028] [PI] Function hybrid_search executed successfully
[2025-10-02T03:55:15.068707] Saving JSON to bench_final/run1/medmcqa/medmcqa_3352/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T03:55:15.074607] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T03:55:20.023486] [PI] Reasoning iteration 2
[2025-10-02T03:55:20.026034] [PI] No function calls found in response
[2025-10-02T03:55:20.028092] [PI] No more function calls - research complete
[2025-10-02T03:55:20.030520] Saving text to bench_final/run1/medmcqa/medmcqa_3352/pi_final_answer.txt
[2025-10-02T03:55:20.035572] [QUERYOME] Query completed successfully
