[2025-09-30T06:46:42.579308] [QUERYOME] Starting research for query 546: '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:
Unconjugated bilirubin is increased in all, except – 

Options:
{'A': 'Criggler Najjar syndrome', 'B': 'Dubin Johnson syndrome', 'C': 'Gilbert syndrome', 'D': 'Hemolytic anaemia'}'
[2025-09-30T06:46:42.663848] [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:
Unconjugated bilirubin is increased in all, except – 

Options:
{'A': 'Criggler Najjar syndrome', 'B': 'Dubin Johnson syndrome', 'C': 'Gilbert syndrome', 'D': 'Hemolytic anaemia'}'
[2025-09-30T06:46:42.665431] Saving text to bench_final/run1/medmcqa/medmcqa_545/pi_initial_prompt.txt
[2025-09-30T06:46:42.669973] [PI] Calling o3 for initial analysis...
[2025-09-30T06:46:47.417341] [PI] Reasoning iteration 1
[2025-09-30T06:46:47.419862] [PI] Executing function call 1: hybrid_search
[2025-09-30T06:46:47.421411] [PI] Function arguments: {'query': 'Dubin-Johnson syndrome conjugated hyperbilirubinemia type of bilirubin', 'k': 5, 'faiss_weight': 0.4, 'bm25_weight': 0.6, 'use_rrf': True}
[2025-09-30T06:46:47.424263] Saving JSON to bench_final/run1/medmcqa/medmcqa_545/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T06:47:43.660765] [PI] Function hybrid_search executed successfully
[2025-09-30T06:47:43.663718] Saving JSON to bench_final/run1/medmcqa/medmcqa_545/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T06:47:43.670949] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T06:47:48.351792] [PI] Reasoning iteration 2
[2025-09-30T06:47:48.354723] [PI] Executing function call 1: hybrid_search
[2025-09-30T06:47:48.356535] [PI] Function arguments: {'query': 'Crigler-Najjar syndrome unconjugated hyperbilirubinemia', 'k': 5, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-09-30T06:47:48.360283] Saving JSON to bench_final/run1/medmcqa/medmcqa_545/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-09-30T06:48:30.445469] [PI] Function hybrid_search executed successfully
[2025-09-30T06:48:30.450598] Saving JSON to bench_final/run1/medmcqa/medmcqa_545/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-09-30T06:48:30.466336] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T06:48:33.895637] [PI] Reasoning iteration 3
[2025-09-30T06:48:33.897519] [PI] Executing function call 1: hybrid_search
[2025-09-30T06:48:33.900045] [PI] Function arguments: {'query': 'Gilbert syndrome unconjugated hyperbilirubinemia', 'k': 5, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-09-30T06:48:33.901841] Saving JSON to bench_final/run1/medmcqa/medmcqa_545/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-09-30T06:49:28.222675] [PI] Function hybrid_search executed successfully
[2025-09-30T06:49:28.224985] Saving JSON to bench_final/run1/medmcqa/medmcqa_545/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-09-30T06:49:28.234015] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T06:49:35.351331] [PI] Reasoning iteration 4
[2025-09-30T06:49:35.359680] [PI] No function calls found in response
[2025-09-30T06:49:35.369509] [PI] No more function calls - research complete
[2025-09-30T06:49:35.370688] Saving text to bench_final/run1/medmcqa/medmcqa_545/pi_final_answer.txt
[2025-09-30T06:49:35.382221] [QUERYOME] Query completed successfully
