[2025-09-30T04:06:08.899495] [QUERYOME] Starting research for query 466: '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:
AIDS, secondary infection will be all except 

Options:
{'A': 'Rubella', 'B': 'HSV', 'C': 'Candida', 'D': 'kaposis sarcoma'}'
[2025-09-30T04:06:08.984132] [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:
AIDS, secondary infection will be all except 

Options:
{'A': 'Rubella', 'B': 'HSV', 'C': 'Candida', 'D': 'kaposis sarcoma'}'
[2025-09-30T04:06:08.985684] Saving text to bench_final/run1/medmcqa/medmcqa_465/pi_initial_prompt.txt
[2025-09-30T04:06:08.994890] [PI] Calling o3 for initial analysis...
[2025-09-30T04:06:18.473153] [PI] Reasoning iteration 1
[2025-09-30T04:06:18.474834] [PI reasoning] **Identifying secondary infections**

I need to figure out which option among the provided ones isn't considered a secondary infection related to AIDS. The options are Rubella, HSV, Candida, and Kaposi's Sarcoma. Rubella isn’t usually deemed an opportunistic infection, as it’s vaccine-preventable and doesn’t increase due to immunosuppression. HSV and Candida are indeed opportunistic pathogens. Kaposi's Sarcoma, while associated with HHV-8, is a malignancy, not an infection. So, I’d go with Kaposi's Sarcoma as the correct answer here.
[2025-09-30T04:06:18.481657] [PI] Executing function call 1: hybrid_search
[2025-09-30T04:06:18.483855] [PI] Function arguments: {'query': 'Kaposi sarcoma AIDS not opportunistic infection malignancy', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-30T04:06:18.487663] Saving JSON to bench_final/run1/medmcqa/medmcqa_465/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T04:07:05.750911] [PI] Function hybrid_search executed successfully
[2025-09-30T04:07:05.758307] Saving JSON to bench_final/run1/medmcqa/medmcqa_465/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T04:07:05.769823] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T04:07:09.218476] [PI] Reasoning iteration 2
[2025-09-30T04:07:09.222897] [PI] No function calls found in response
[2025-09-30T04:07:09.230780] [PI] No more function calls - research complete
[2025-09-30T04:07:09.233576] Saving text to bench_final/run1/medmcqa/medmcqa_465/pi_final_answer.txt
[2025-09-30T04:07:09.259047] [QUERYOME] Query completed successfully
