[2025-10-01T05:19:49.690812] [QUERYOME] Starting research for query 1207: '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 29-year-old, 4 months pregnant primigravida has history of juvenile myoclonic epilepsy. She has been regularly taking sodium valproate and now presents requesting for an opinion for a change in her anti-epileptic treatment. What would you sugeets her? 

Options:
{'A': 'Immediately taper off valproate and sta lamotrigine', 'B': 'Switch to carbamazepine', 'C': 'Continue valproate and serial drug monitoring in blood', 'D': 'Add lamotrigine to valproate'}'
[2025-10-01T05:19:49.744662] [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 29-year-old, 4 months pregnant primigravida has history of juvenile myoclonic epilepsy. She has been regularly taking sodium valproate and now presents requesting for an opinion for a change in her anti-epileptic treatment. What would you sugeets her? 

Options:
{'A': 'Immediately taper off valproate and sta lamotrigine', 'B': 'Switch to carbamazepine', 'C': 'Continue valproate and serial drug monitoring in blood', 'D': 'Add lamotrigine to valproate'}'
[2025-10-01T05:19:49.747787] Saving text to bench_final/run1/medmcqa/medmcqa_1206/pi_initial_prompt.txt
[2025-10-01T05:19:49.770938] [PI] Calling o3 for initial analysis...
[2025-10-01T05:19:58.775272] [PI] Reasoning iteration 1
[2025-10-01T05:19:58.778279] [PI reasoning] **Considering medication management**

I’m thinking about a 4-month pregnant woman with juvenile myoclonic epilepsy. Valproate is teratogenic and risks neural tube defects, especially in the first trimester. By 4 months, organogenesis is mostly complete, but valproate can still cause cognitive deficits. Guidelines suggest avoiding valproate for women of childbearing age. If she’s already pregnant and stable, continuing it may be considered, but switching could trigger more seizures, which isn’t ideal. Careful monitoring and support are crucial.
[2025-10-01T05:19:58.780412] [PI] Executing function call 1: hybrid_search
[2025-10-01T05:19:58.783108] [PI] Function arguments: {'query': 'pregnancy continuation of valproate juvenile myoclonic epilepsy second trimester recommendation continue valproate if already pregnant', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T05:19:58.784886] Saving JSON to bench_final/run1/medmcqa/medmcqa_1206/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T05:20:18.709945] [PI] Function hybrid_search executed successfully
[2025-10-01T05:20:18.714223] Saving JSON to bench_final/run1/medmcqa/medmcqa_1206/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T05:20:18.719872] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T05:20:25.090047] [PI] Reasoning iteration 2
[2025-10-01T05:20:25.092974] [PI] Executing function call 1: hybrid_search
[2025-10-01T05:20:25.095101] [PI] Function arguments: {'query': 'If already pregnant while on valproate do not stop abruptly continue at lowest effective dose monitor levels', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T05:20:25.098300] Saving JSON to bench_final/run1/medmcqa/medmcqa_1206/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T05:20:29.923987] [PI] Function hybrid_search executed successfully
[2025-10-01T05:20:29.926276] Saving JSON to bench_final/run1/medmcqa/medmcqa_1206/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T05:20:29.933963] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T05:20:38.492675] [PI] Reasoning iteration 3
[2025-10-01T05:20:38.494545] [PI] No function calls found in response
[2025-10-01T05:20:38.497419] [PI] No more function calls - research complete
[2025-10-01T05:20:38.499514] Saving text to bench_final/run1/medmcqa/medmcqa_1206/pi_final_answer.txt
[2025-10-01T05:20:38.513526] [QUERYOME] Query completed successfully
