[2025-10-02T00:46:29.306114] [QUERYOME] Starting research for query 1347: '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 with hypeension and diabetes presents with blurred vision. Fluorescein angiography shows

Options:
A. Macular edema
B. Sub macular edema
C. Papilledema
D. Pre macular hemorrhage'
[2025-10-02T00:46:29.346088] [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 with hypeension and diabetes presents with blurred vision. Fluorescein angiography shows

Options:
A. Macular edema
B. Sub macular edema
C. Papilledema
D. Pre macular hemorrhage'
[2025-10-02T00:46:29.348041] Saving text to bench_final/run1/medmcqa/medmcqa_2907/pi_initial_prompt.txt
[2025-10-02T00:46:29.366411] [PI] Calling o3 for initial analysis...
[2025-10-02T00:46:36.593061] [PI] Reasoning iteration 1
[2025-10-02T00:46:36.594166] [PI reasoning] **Analyzing retinopathy findings**

I need to answer a multiple-choice question regarding a patient with hypertension and diabetes who is experiencing blurred vision. The key finding on fluorescein angiography is likely macular edema, common in both diabetic and hypertensive retinopathy. It typically shows leaking microaneurysms with pooling in later frames. While other options like papilledema or submacular edema aren't typical, option A, "Macular edema," seems to fit best. Now I'll quickly gather some supporting evidence.
[2025-10-02T00:46:36.596317] [PI] Executing function call 1: hybrid_search
[2025-10-02T00:46:36.597844] [PI] Function arguments: {'query': 'fluorescein angiography finding diabetic macular edema pooling macular region microaneurysm', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-02T00:46:36.598992] Saving JSON to bench_final/run1/medmcqa/medmcqa_2907/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T00:46:38.687569] [PI] Function hybrid_search executed successfully
[2025-10-02T00:46:38.690106] Saving JSON to bench_final/run1/medmcqa/medmcqa_2907/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T00:46:38.695408] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T00:46:43.516418] [PI] Reasoning iteration 2
[2025-10-02T00:46:43.517700] [PI] No function calls found in response
[2025-10-02T00:46:43.519698] [PI] No more function calls - research complete
[2025-10-02T00:46:43.521322] Saving text to bench_final/run1/medmcqa/medmcqa_2907/pi_final_answer.txt
[2025-10-02T00:46:43.526138] [QUERYOME] Query completed successfully
