[2025-09-25T11:47:45.665713] [QUERYOME] Starting research for query 183: '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:
Can myometrial electrical activity identify patients in preterm labor? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:47:45.738863] [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:
Can myometrial electrical activity identify patients in preterm labor? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:47:45.740527] Saving text to bench_final/run1/pubmedqa/pubmedqa_182/pi_initial_prompt.txt
[2025-09-25T11:47:45.744829] [PI] Calling o3 for initial analysis...
[2025-09-25T11:47:51.739266] [PI] Reasoning iteration 1
[2025-09-25T11:47:51.740927] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:47:51.743636] [PI] Function arguments: {'query': 'Can myometrial electrical activity identify patients in preterm labor', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T11:47:51.745662] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_182/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T11:47:54.734951] [PI] Function hybrid_search executed successfully
[2025-09-25T11:47:54.738010] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_182/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T11:47:54.745904] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:48:08.411090] [PI] Reasoning iteration 2
[2025-09-25T11:48:08.413225] [PI reasoning] **Evaluating conclusions from research**

I found the article with the same title and want to focus on the conclusion. It suggests that measuring myometrial electrical activity may help identify true premature labor patients, which leads me to answer "yes." In the context of the dataset, this aligns with the appropriate category. Hence, I need to respond with option letter "A" first, followed by a brief explanation. To be safe, I'll include in-text citations.
[2025-09-25T11:48:08.414832] [PI] No function calls found in response
[2025-09-25T11:48:08.416625] [PI] No more function calls - research complete
[2025-09-25T11:48:08.418399] Saving text to bench_final/run1/pubmedqa/pubmedqa_182/pi_final_answer.txt
[2025-09-25T11:48:08.423750] [QUERYOME] Query completed successfully
