[2025-10-01T11:23:52.330457] [QUERYOME] Starting research for query 1461: '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:
A lady complains of headache, nausea and tenderness in temporal region with migraine. On microscopic investigation what will be seen 

Options:
{'A': 'Temporal aneurysm', 'B': 'Giant cell arteritis', 'C': 'Granulomatous giant cell lesions', 'D': 'Luminal thrombosis'}'
[2025-10-01T11:23:52.416174] [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:
A lady complains of headache, nausea and tenderness in temporal region with migraine. On microscopic investigation what will be seen 

Options:
{'A': 'Temporal aneurysm', 'B': 'Giant cell arteritis', 'C': 'Granulomatous giant cell lesions', 'D': 'Luminal thrombosis'}'
[2025-10-01T11:23:52.418804] Saving text to bench_final/run1/medmcqa/medmcqa_1460/pi_initial_prompt.txt
[2025-10-01T11:23:52.424437] [PI] Calling o3 for initial analysis...
[2025-10-01T11:23:59.866961] [PI] Reasoning iteration 1
[2025-10-01T11:23:59.869438] [PI reasoning] **Evaluating microscopic findings for temporal arteritis**

The user is asking about a case where a lady is experiencing headaches, nausea, and tenderness in the temporal region, likely relating to giant cell arteritis. On microscopic examination, we expect to see granulomatous inflammation with multinucleated giant cells, which corresponds to granulomatous giant cell lesions. This points to option C as the correct answer since it specifically describes the microscopic findings. I'll also look for evidence to back this up.
[2025-10-01T11:23:59.871946] [PI] Executing function call 1: hybrid_search
[2025-10-01T11:23:59.874747] [PI] Function arguments: {'query': 'temporal arteritis histology granulomatous inflammation giant cells medium sized arteries temporal region headache tenderness', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T11:23:59.876399] Saving JSON to bench_final/run1/medmcqa/medmcqa_1460/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T11:24:25.154704] [PI] Function hybrid_search executed successfully
[2025-10-01T11:24:25.156581] Saving JSON to bench_final/run1/medmcqa/medmcqa_1460/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T11:24:25.162317] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T11:24:28.684783] [PI] Reasoning iteration 2
[2025-10-01T11:24:28.691350] [PI] Executing function call 1: hybrid_search
[2025-10-01T11:24:28.695376] [PI] Function arguments: {'query': 'pathologic hallmark granulomatous inflammation with multinucleated giant cells temporal artery biopsy giant cell arteritis histology shows granulomatous giant cell lesions', 'k': 5, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T11:24:28.697732] Saving JSON to bench_final/run1/medmcqa/medmcqa_1460/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T11:24:55.551380] [PI] Function hybrid_search executed successfully
[2025-10-01T11:24:55.554019] Saving JSON to bench_final/run1/medmcqa/medmcqa_1460/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T11:24:55.560234] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T11:25:00.316763] [PI] Reasoning iteration 3
[2025-10-01T11:25:00.320018] [PI] No function calls found in response
[2025-10-01T11:25:00.322137] [PI] No more function calls - research complete
[2025-10-01T11:25:00.325070] Saving text to bench_final/run1/medmcqa/medmcqa_1460/pi_final_answer.txt
[2025-10-01T11:25:00.335250] [QUERYOME] Query completed successfully
