[2025-10-01T17:54:36.975069] [QUERYOME] Starting research for query 384: '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:
All of the following decrease in iron deficiency anemia except:

Options:
A. Ferritin
B. TIBC
C. Serum iron
D. Transferrin saturation'
[2025-10-01T17:54:37.046714] [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:
All of the following decrease in iron deficiency anemia except:

Options:
A. Ferritin
B. TIBC
C. Serum iron
D. Transferrin saturation'
[2025-10-01T17:54:37.048299] Saving text to bench_final/run1/medmcqa/medmcqa_1944/pi_initial_prompt.txt
[2025-10-01T17:54:37.052278] [PI] Calling o3 for initial analysis...
[2025-10-01T17:54:47.819149] [PI] Reasoning iteration 1
[2025-10-01T17:54:47.820716] [PI] Executing function call 1: hybrid_search
[2025-10-01T17:54:47.822163] [PI] Function arguments: {'query': 'iron deficiency anemia laboratory findings low ferritin low serum iron high TIBC low transferrin saturation', 'k': 5, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T17:54:47.824222] Saving JSON to bench_final/run1/medmcqa/medmcqa_1944/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T17:54:48.593969] [PI] Function hybrid_search executed successfully
[2025-10-01T17:54:48.596921] Saving JSON to bench_final/run1/medmcqa/medmcqa_1944/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T17:54:48.621685] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T17:54:52.958658] [PI] Reasoning iteration 2
[2025-10-01T17:54:52.959993] [PI] No function calls found in response
[2025-10-01T17:54:52.961940] [PI] No more function calls - research complete
[2025-10-01T17:54:52.963597] Saving text to bench_final/run1/medmcqa/medmcqa_1944/pi_final_answer.txt
[2025-10-01T17:54:52.967503] [QUERYOME] Query completed successfully
