[2025-09-25T13:17:04.548888] [QUERYOME] Starting research for query 452: '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:
Assessment of appropriate antimicrobial prescribing: do experts agree? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T13:17:04.622904] [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:
Assessment of appropriate antimicrobial prescribing: do experts agree? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T13:17:04.624418] Saving text to bench_final/run1/pubmedqa/pubmedqa_451/pi_initial_prompt.txt
[2025-09-25T13:17:04.629492] [PI] Calling o3 for initial analysis...
[2025-09-25T13:17:11.258230] [PI] Reasoning iteration 1
[2025-09-25T13:17:11.261427] [PI] Executing function call 1: hybrid_search
[2025-09-25T13:17:11.262972] [PI] Function arguments: {'query': 'Assessment of appropriate antimicrobial prescribing: do experts agree', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-09-25T13:17:11.266018] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_451/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T13:17:13.811385] [PI] Function hybrid_search executed successfully
[2025-09-25T13:17:13.813398] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_451/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T13:17:13.823027] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T13:17:29.892563] [PI] Reasoning iteration 2
[2025-09-25T13:17:29.894125] [PI reasoning] **Reviewing conclusions on antimicrobial prescribing**

I'm scanning the first search result, and it seems to contain the entire abstract, but it’s unclear if it has the conclusion. I need to double-check. Oh, the text does actually include the conclusion, stating that doctors agree on antimicrobial appropriateness with some room for improvement. So, the answer to whether experts agree is a qualified yes, as there's acceptable agreement but also a note on the need for improvement in discussions and education.
[2025-09-25T13:17:29.897017] [PI] No function calls found in response
[2025-09-25T13:17:29.898586] [PI] No more function calls - research complete
[2025-09-25T13:17:29.908429] Saving text to bench_final/run1/pubmedqa/pubmedqa_451/pi_final_answer.txt
[2025-09-25T13:17:29.925911] [QUERYOME] Query completed successfully
