[2025-10-01T16:24:46.169325] [QUERYOME] Starting research for query 197: '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:
Radiolucencies of the jaw may be seen in:

Options:
A. Multiple myeloma
B. Giant cell tumours
C. Hyperparathyroidism
D. All of the above'
[2025-10-01T16:24:46.212111] [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:
Radiolucencies of the jaw may be seen in:

Options:
A. Multiple myeloma
B. Giant cell tumours
C. Hyperparathyroidism
D. All of the above'
[2025-10-01T16:24:46.212816] Saving text to bench_final/run1/medmcqa/medmcqa_1757/pi_initial_prompt.txt
[2025-10-01T16:24:46.219550] [PI] Calling o3 for initial analysis...
[2025-10-01T16:24:53.073343] [PI] Reasoning iteration 1
[2025-10-01T16:24:53.074507] [PI reasoning] **Evaluating jaw conditions**

I need to answer a multiple-choice question about radiolucencies in the jaw, which means looking for lesions that appear radiolucent on X-rays. Conditions like multiple myeloma are known to produce jaw lesions that look like punched-out radiolucencies. Giant cell tumors, including central giant cell granuloma, also produce these lesions. Hyperparathyroidism causes brown tumors and radiolucencies too. So, it seems likely that the answer is D, and I should gather some articles to support this reasoning quickly.
[2025-10-01T16:24:53.077058] [PI] Executing function call 1: hybrid_search
[2025-10-01T16:24:53.078948] [PI] Function arguments: {'query': 'multiple myeloma radiolucent lesions jaw punched out radiograph', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T16:24:53.081679] Saving JSON to bench_final/run1/medmcqa/medmcqa_1757/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T16:24:53.647132] [PI] Function hybrid_search executed successfully
[2025-10-01T16:24:53.648758] Saving JSON to bench_final/run1/medmcqa/medmcqa_1757/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T16:24:53.656705] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T16:24:56.637190] [PI] Reasoning iteration 2
[2025-10-01T16:24:56.638767] [PI] Executing function call 1: hybrid_search
[2025-10-01T16:24:56.642276] [PI] Function arguments: {'query': 'giant cell tumour mandible radiolucent lesion jaw', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T16:24:56.643879] Saving JSON to bench_final/run1/medmcqa/medmcqa_1757/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T16:24:58.072541] [PI] Function hybrid_search executed successfully
[2025-10-01T16:24:58.074361] Saving JSON to bench_final/run1/medmcqa/medmcqa_1757/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T16:24:58.079793] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T16:25:01.151841] [PI] Reasoning iteration 3
[2025-10-01T16:25:01.153662] [PI] Executing function call 1: hybrid_search
[2025-10-01T16:25:01.156136] [PI] Function arguments: {'query': 'hyperparathyroidism brown tumor jaw radiolucent lesion mandible', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T16:25:01.157839] Saving JSON to bench_final/run1/medmcqa/medmcqa_1757/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T16:25:01.666722] [PI] Function hybrid_search executed successfully
[2025-10-01T16:25:01.668487] Saving JSON to bench_final/run1/medmcqa/medmcqa_1757/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T16:25:01.677399] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T16:25:08.372610] [PI] Reasoning iteration 4
[2025-10-01T16:25:08.374375] [PI] No function calls found in response
[2025-10-01T16:25:08.377069] [PI] No more function calls - research complete
[2025-10-01T16:25:08.379292] Saving text to bench_final/run1/medmcqa/medmcqa_1757/pi_final_answer.txt
[2025-10-01T16:25:08.384646] [QUERYOME] Query completed successfully
