[2025-09-25T11:14:07.129087] [QUERYOME] Starting research for query 94: '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:
Does increased use of private health care reduce the demand for NHS care? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:14:07.213276] [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:
Does increased use of private health care reduce the demand for NHS care? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:14:07.214953] Saving text to bench_final/run1/pubmedqa/pubmedqa_93/pi_initial_prompt.txt
[2025-09-25T11:14:07.221002] [PI] Calling o3 for initial analysis...
[2025-09-25T11:14:11.294807] [PI] Reasoning iteration 1
[2025-09-25T11:14:11.296726] [PI] Executing function call 1: hybrid_search
[2025-09-25T11:14:11.299644] [PI] Function arguments: {'query': 'Does increased use of private health care reduce the demand for NHS care', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T11:14:11.301617] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_93/pi_iteration_1_tool_call_3_hybrid_search.json
[2025-09-25T11:14:14.974062] [PI] Function hybrid_search executed successfully
[2025-09-25T11:14:14.976461] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_93/pi_iteration_1_tool_result_3_hybrid_search.json
[2025-09-25T11:14:14.985526] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T11:14:24.644408] [PI] Reasoning iteration 2
[2025-09-25T11:14:24.645967] [PI] No function calls found in response
[2025-09-25T11:14:24.648410] [PI] No more function calls - research complete
[2025-09-25T11:14:24.649949] Saving text to bench_final/run1/pubmedqa/pubmedqa_93/pi_final_answer.txt
[2025-09-25T11:14:24.654774] [QUERYOME] Query completed successfully
