[2025-10-02T05:37:28.578453] [QUERYOME] Starting research for query 1996: '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 patient is taking drugs for rheumatoid ahritis and has a history of cataract surgery 1 year back, the patient presented with sudden painless loss of vision, probable diagnosis is?

Options:
A. CME
B. Macularhole
C. Chloroquine toxicity
D. Chronic choroiditis'
[2025-10-02T05:37:28.627136] [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 patient is taking drugs for rheumatoid ahritis and has a history of cataract surgery 1 year back, the patient presented with sudden painless loss of vision, probable diagnosis is?

Options:
A. CME
B. Macularhole
C. Chloroquine toxicity
D. Chronic choroiditis'
[2025-10-02T05:37:28.628796] Saving text to bench_final/run1/medmcqa/medmcqa_3556/pi_initial_prompt.txt
[2025-10-02T05:37:28.646551] [PI] Calling o3 for initial analysis...
[2025-10-02T05:37:35.386587] [PI] Reasoning iteration 1
[2025-10-02T05:37:35.388228] [PI] Executing function call 1: hybrid_search
[2025-10-02T05:37:35.391694] [PI] Function arguments: {'query': 'pseudophakic cystoid macular edema sudden painless loss of vision after cataract surgery Irvine Gass syndrome', 'k': 5, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T05:37:35.393111] Saving JSON to bench_final/run1/medmcqa/medmcqa_3556/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T05:37:36.207614] [PI] Function hybrid_search executed successfully
[2025-10-02T05:37:36.210944] Saving JSON to bench_final/run1/medmcqa/medmcqa_3556/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T05:37:36.231025] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T05:37:40.871540] [PI] Reasoning iteration 2
[2025-10-02T05:37:40.873058] [PI] Executing function call 1: hybrid_search
[2025-10-02T05:37:40.875917] [PI] Function arguments: {'query': "hydroxychloroquine toxicity vision loss bull's eye maculopathy progressive", 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T05:37:40.877601] Saving JSON to bench_final/run1/medmcqa/medmcqa_3556/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-02T05:37:41.589070] [PI] Function hybrid_search executed successfully
[2025-10-02T05:37:41.592102] Saving JSON to bench_final/run1/medmcqa/medmcqa_3556/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-02T05:37:41.599076] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T05:37:51.167616] [PI] Reasoning iteration 3
[2025-10-02T05:37:51.171002] [PI reasoning] **Formulating final answer**

I'm focusing on the question about CME, which stands for cystoid macular edema. This condition is a common reason for vision loss following cataract surgery, as supported by Radeck 2020 (PMID 32468102). In contrast, hydroxychloroquine toxicity results in a gradual central vision loss, not sudden, as demonstrated by Eldeeb 2018 (PMID 29787487). I'll ensure to summarize this evidence clearly in my final answer.
[2025-10-02T05:37:51.172617] [PI] No function calls found in response
[2025-10-02T05:37:51.175946] [PI] No more function calls - research complete
[2025-10-02T05:37:51.177654] Saving text to bench_final/run1/medmcqa/medmcqa_3556/pi_final_answer.txt
[2025-10-02T05:37:51.183373] [QUERYOME] Query completed successfully
