[2025-09-30T13:55:43.761622] [QUERYOME] Starting research for query 723: '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:
Most important prognostic factor in congenital diaphragmatic hernia – 

Options:
{'A': 'Pulmonary hypertension', 'B': 'Size of hernia', 'C': 'Timing of surgery', 'D': 'Gestational age'}'
[2025-09-30T13:55:43.812558] [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:
Most important prognostic factor in congenital diaphragmatic hernia – 

Options:
{'A': 'Pulmonary hypertension', 'B': 'Size of hernia', 'C': 'Timing of surgery', 'D': 'Gestational age'}'
[2025-09-30T13:55:43.814222] Saving text to bench_final/run1/medmcqa/medmcqa_722/pi_initial_prompt.txt
[2025-09-30T13:55:43.835282] [PI] Calling o3 for initial analysis...
[2025-09-30T13:55:48.719899] [PI] Reasoning iteration 1
[2025-09-30T13:55:48.723636] [PI reasoning] **Choosing prognostic factors**

I’m focused on identifying the best prognostic factor for congenital diaphragmatic hernia (CDH). In neonatology, patient outcomes are heavily influenced by factors like pulmonary hypoplasia and pulmonary hypertension. I think pulmonary hypertension is a key indicator, but I also need to consider hernia size and liver herniation as important aspects. I’ll look for evidence in the literature to support this and make sure to include relevant sources. Let's gather that information!
[2025-09-30T13:55:48.726602] [PI] Executing function call 1: hybrid_search
[2025-09-30T13:55:48.730968] [PI] Function arguments: {'query': 'congenital diaphragmatic hernia prognostic factors pulmonary hypertension outcome', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-30T13:55:48.732239] Saving JSON to bench_final/run1/medmcqa/medmcqa_722/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-30T13:56:58.344016] [PI] Function hybrid_search executed successfully
[2025-09-30T13:56:58.345135] Saving JSON to bench_final/run1/medmcqa/medmcqa_722/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-30T13:56:58.351253] [PI] Continuing reasoning with 1 function responses...
[2025-09-30T13:57:07.887062] [PI] Reasoning iteration 2
[2025-09-30T13:57:07.891341] [PI] No function calls found in response
[2025-09-30T13:57:07.893018] [PI] No more function calls - research complete
[2025-09-30T13:57:07.895179] Saving text to bench_final/run1/medmcqa/medmcqa_722/pi_final_answer.txt
[2025-09-30T13:57:07.911015] [QUERYOME] Query completed successfully
