[2025-09-25T12:08:56.627319] [QUERYOME] Starting research for query 247: 'Instructions: 
 Answer the question below. Please respond with the option letter (A, B, or C) first. (HINT: Each PubMedQA instance is composed of (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion.) 

Question:
Could ADMA levels in young adults born preterm predict an early endothelial dysfunction? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T12:08:56.699533] [PI] Starting research for query: 'Instructions: 
 Answer the question below. Please respond with the option letter (A, B, or C) first. (HINT: Each PubMedQA instance is composed of (1) a question which is either an existing research article title or derived from one, (2) a context which is the corresponding abstract without its conclusion, (3) a long answer, which is the conclusion of the abstract and, presumably, answers the research question, and (4) a yes/no/maybe answer which summarizes the conclusion.) 

Question:
Could ADMA levels in young adults born preterm predict an early endothelial dysfunction? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T12:08:56.709430] Saving text to bench_final/run1/pubmedqa/pubmedqa_246/pi_initial_prompt.txt
[2025-09-25T12:08:56.714544] [PI] Calling o3 for initial analysis...
[2025-09-25T12:09:00.683631] [PI] Reasoning iteration 1
[2025-09-25T12:09:00.685257] [PI] Executing function call 1: hybrid_search
[2025-09-25T12:09:00.688149] [PI] Function arguments: {'query': 'asymmetric dimethylarginine young adults born preterm endothelial dysfunction', 'k': 15, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T12:09:00.689799] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_246/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-09-25T12:09:03.973284] [PI] Function hybrid_search executed successfully
[2025-09-25T12:09:03.976075] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_246/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-09-25T12:09:03.989572] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T12:09:33.825490] [PI] Reasoning iteration 2
[2025-09-25T12:09:33.828025] [PI] No function calls found in response
[2025-09-25T12:09:33.829959] [PI] No more function calls - research complete
[2025-09-25T12:09:33.832954] Saving text to bench_final/run1/pubmedqa/pubmedqa_246/pi_final_answer.txt
[2025-09-25T12:09:33.836622] [QUERYOME] Query completed successfully
