[2025-10-01T20:26:21.299052] [QUERYOME] Starting research for query 753: '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 G6+0+0 lady with h/o recurrent missed aboions at 14-16 weeks comes to you with a missed aboion at 12 weeks. Which of the following tests is not warranted?

Options:
A. Lupus anticoagulant
B. VDRL for husband and wife
C. Anticardiolipin antibody
D. Fetal karyotype'
[2025-10-01T20:26:21.349050] [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 G6+0+0 lady with h/o recurrent missed aboions at 14-16 weeks comes to you with a missed aboion at 12 weeks. Which of the following tests is not warranted?

Options:
A. Lupus anticoagulant
B. VDRL for husband and wife
C. Anticardiolipin antibody
D. Fetal karyotype'
[2025-10-01T20:26:21.351294] Saving text to bench_final/run1/medmcqa/medmcqa_2313/pi_initial_prompt.txt
[2025-10-01T20:26:21.360961] [PI] Calling o3 for initial analysis...
[2025-10-01T20:26:33.094890] [PI] Reasoning iteration 1
[2025-10-01T20:26:33.097721] [PI] Executing function call 1: hybrid_search
[2025-10-01T20:26:33.099639] [PI] Function arguments: {'query': 'recurrent pregnancy loss evaluation syphilis screening VDRL not recommended', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T20:26:33.111656] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T20:26:35.082101] [PI] Function hybrid_search executed successfully
[2025-10-01T20:26:35.083459] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T20:26:35.088439] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T20:26:38.352233] [PI] Reasoning iteration 2
[2025-10-01T20:26:38.354092] [PI] Executing function call 1: hybrid_search
[2025-10-01T20:26:38.356459] [PI] Function arguments: {'query': 'American Society for Reproductive Medicine evaluation of recurrent pregnancy loss infections not recommended', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T20:26:38.359015] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T20:26:40.778650] [PI] Function hybrid_search executed successfully
[2025-10-01T20:26:40.781399] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T20:26:40.787958] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T20:26:46.582966] [PI] Reasoning iteration 3
[2025-10-01T20:26:46.584605] [PI] Executing function call 1: hybrid_search
[2025-10-01T20:26:46.586978] [PI] Function arguments: {'query': 'recurrent pregnancy loss evaluation infection screening syphilis not recommended', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T20:26:46.588210] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T20:26:47.474301] [PI] Function hybrid_search executed successfully
[2025-10-01T20:26:47.477104] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T20:26:47.483688] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T20:26:52.188655] [PI] Reasoning iteration 4
[2025-10-01T20:26:52.190061] [PI] Executing function call 1: hybrid_search
[2025-10-01T20:26:52.192558] [PI] Function arguments: {'query': 'recurrent pregnancy loss evaluation infectious causes not recommended syphilis RCOG guideline', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T20:26:52.193788] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-01T20:26:53.069905] [PI] Function hybrid_search executed successfully
[2025-10-01T20:26:53.072948] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-01T20:26:53.094100] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T20:26:58.882776] [PI] Reasoning iteration 5
[2025-10-01T20:26:58.884239] [PI] Executing function call 1: hybrid_search
[2025-10-01T20:26:58.886690] [PI] Function arguments: {'query': 'Obstetrics and Gynecology 2024 Evaluation of Recurrent Pregnancy Loss infections not recommended', 'k': 10, 'faiss_weight': 0.9, 'bm25_weight': 0.1, 'use_rrf': True}
[2025-10-01T20:26:58.887875] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_5_tool_call_2_hybrid_search.json
[2025-10-01T20:27:00.017837] [PI] Function hybrid_search executed successfully
[2025-10-01T20:27:00.019310] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_5_tool_result_2_hybrid_search.json
[2025-10-01T20:27:00.026426] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T20:27:08.062812] [PI] Reasoning iteration 6
[2025-10-01T20:27:08.064491] [PI] Executing function call 1: hybrid_search
[2025-10-01T20:27:08.067021] [PI] Function arguments: {'query': 'antiphospholipid syndrome recurrent pregnancy loss lupus anticoagulant and anticardiolipin testing recommended', 'k': 10, 'faiss_weight': 0.8, 'bm25_weight': 0.2, 'use_rrf': True}
[2025-10-01T20:27:08.068931] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_6_tool_call_2_hybrid_search.json
[2025-10-01T20:27:09.908605] [PI] Function hybrid_search executed successfully
[2025-10-01T20:27:09.912999] Saving JSON to bench_final/run1/medmcqa/medmcqa_2313/pi_iteration_6_tool_result_2_hybrid_search.json
[2025-10-01T20:27:09.937335] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T20:27:21.588812] [PI] Reasoning iteration 7
[2025-10-01T20:27:21.591417] [PI] No function calls found in response
[2025-10-01T20:27:21.593084] [PI] No more function calls - research complete
[2025-10-01T20:27:21.595074] Saving text to bench_final/run1/medmcqa/medmcqa_2313/pi_final_answer.txt
[2025-10-01T20:27:21.613274] [QUERYOME] Query completed successfully
