[2025-10-02T09:24:57.818248] [QUERYOME] Starting research for query 2500: '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:
Hyponatremia is defined as a serum Na+ level

Options:
A. < 135 mmol/L
B. > 135 mmol/L
C. < 160 mmo/L
D. < 100 mmo/L'
[2025-10-02T09:24:57.861072] [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:
Hyponatremia is defined as a serum Na+ level

Options:
A. < 135 mmol/L
B. > 135 mmol/L
C. < 160 mmo/L
D. < 100 mmo/L'
[2025-10-02T09:24:57.862930] Saving text to bench_final/run1/medmcqa/medmcqa_4060/pi_initial_prompt.txt
[2025-10-02T09:24:57.866545] [PI] Calling o3 for initial analysis...
[2025-10-02T09:25:03.297634] [PI] Reasoning iteration 1
[2025-10-02T09:25:03.299264] [PI] Executing function call 1: hybrid_search
[2025-10-02T09:25:03.311903] [PI] Function arguments: {'query': 'hyponatremia defined as serum sodium less than 135 mmol/L', 'k': 5, 'faiss_weight': 0.4, 'bm25_weight': 0.6, 'use_rrf': True}
[2025-10-02T09:25:03.314286] Saving JSON to bench_final/run1/medmcqa/medmcqa_4060/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-02T09:25:03.881110] [PI] Function hybrid_search executed successfully
[2025-10-02T09:25:03.883006] Saving JSON to bench_final/run1/medmcqa/medmcqa_4060/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-02T09:25:03.890974] [PI] Continuing reasoning with 1 function responses...
[2025-10-02T09:25:10.089470] [PI] Reasoning iteration 2
[2025-10-02T09:25:10.093084] [PI] No function calls found in response
[2025-10-02T09:25:10.094598] [PI] No more function calls - research complete
[2025-10-02T09:25:10.097649] Saving text to bench_final/run1/medmcqa/medmcqa_4060/pi_final_answer.txt
[2025-10-02T09:25:10.112327] [QUERYOME] Query completed successfully
