[2025-10-01T08:05:43.527877] [QUERYOME] Starting research for query 1319: '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:
Which of the following is the most common funga. infection of the eye seen in an HIV positive patient? 

Options:
{'A': 'Aspergillus', 'B': 'Candida', 'C': 'Toxoplasma', 'D': 'Rhinosporidium'}'
[2025-10-01T08:05:43.613627] [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:
Which of the following is the most common funga. infection of the eye seen in an HIV positive patient? 

Options:
{'A': 'Aspergillus', 'B': 'Candida', 'C': 'Toxoplasma', 'D': 'Rhinosporidium'}'
[2025-10-01T08:05:43.621062] Saving text to bench_final/run1/medmcqa/medmcqa_1318/pi_initial_prompt.txt
[2025-10-01T08:05:43.625607] [PI] Calling o3 for initial analysis...
[2025-10-01T08:05:51.116051] [PI] Reasoning iteration 1
[2025-10-01T08:05:51.118001] [PI reasoning] **Analyzing fungal infections**

I'm looking into ophthalmic fungal infections that are common in HIV-positive patients. While Toxoplasma isn't a fungus, it is a protozoa, and there's also Rhinosporidium, which was previously thought to be a fungus. Candida stands out as a common opportunistic fungal infection that can lead to candida retinitis and endophthalmitis in immunocompromised individuals. Aspergillus is less common, and the most prevalent ocular infection in AIDS is CMV retinitis. I think I'll focus on Candida for this answer.
[2025-10-01T08:05:51.121023] [PI] Executing function call 1: hybrid_search
[2025-10-01T08:05:51.122661] [PI] Function arguments: {'query': 'candida ocular infection most common fungal eye infection in HIV patients candida retinitis AIDS', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T08:05:51.125586] Saving JSON to bench_final/run1/medmcqa/medmcqa_1318/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T08:06:16.476005] [PI] Function hybrid_search executed successfully
[2025-10-01T08:06:16.478069] Saving JSON to bench_final/run1/medmcqa/medmcqa_1318/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T08:06:16.485302] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T08:06:25.697112] [PI] Reasoning iteration 2
[2025-10-01T08:06:25.699832] [PI] No function calls found in response
[2025-10-01T08:06:25.701516] [PI] No more function calls - research complete
[2025-10-01T08:06:25.703264] Saving text to bench_final/run1/medmcqa/medmcqa_1318/pi_final_answer.txt
[2025-10-01T08:06:25.720169] [QUERYOME] Query completed successfully
