[2025-10-02T05:42:11.237055] [QUERYOME] Starting research for query 2008: '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 28 year old man has lenticonus and end stage renal disease now. His maternal uncle also died of the same illness. What is the most likely diagnosis?

Options:
A. Autosomal dominant polycystic kidney disease
B. Autosomal recessive polycystic kidney disease
C. Oxalosis
D. Alport syndrome'
[2025-10-02T05:42:11.277260] [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 28 year old man has lenticonus and end stage renal disease now. His maternal uncle also died of the same illness. What is the most likely diagnosis?

Options:
A. Autosomal dominant polycystic kidney disease
B. Autosomal recessive polycystic kidney disease
C. Oxalosis
D. Alport syndrome'
[2025-10-02T05:42:11.278968] Saving text to bench_final/run1/medmcqa/medmcqa_3568/pi_initial_prompt.txt
[2025-10-02T05:42:11.309851] [PI] Calling o3 for initial analysis...
[2025-10-02T05:42:17.110641] [PI] Reasoning iteration 1
[2025-10-02T05:42:17.112366] [PI] Executing function call 1: hybrid_search
[2025-10-02T05:42:17.115563] [PI] Function arguments: {'query': 'Alport syndrome anterior lenticonus renal disease', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-02T05:42:17.117362] Saving JSON to bench_final/run1/medmcqa/medmcqa_3568/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T05:42:17.941877] [PI] Function hybrid_search executed successfully
[2025-10-02T05:42:17.943716] Saving JSON to bench_final/run1/medmcqa/medmcqa_3568/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T05:42:17.967198] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T05:42:22.553547] [PI] Reasoning iteration 2
[2025-10-02T05:42:22.556022] [PI] No function calls found in response
[2025-10-02T05:42:22.558151] [PI] No more function calls - research complete
[2025-10-02T05:42:22.560965] Saving text to bench_final/run1/medmcqa/medmcqa_3568/pi_final_answer.txt
[2025-10-02T05:42:22.566231] [QUERYOME] Query completed successfully
