[2025-09-25T10:54:38.616133] [QUERYOME] Starting research for query 43: '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:
Do antibiotics decrease post-tonsillectomy morbidity? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T10:54:38.689218] [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:
Do antibiotics decrease post-tonsillectomy morbidity? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T10:54:38.690970] Saving text to bench_final/run1/pubmedqa/pubmedqa_42/pi_initial_prompt.txt
[2025-09-25T10:54:38.698198] [PI] Calling o3 for initial analysis...
[2025-09-25T10:54:43.295242] [PI] Reasoning iteration 1
[2025-09-25T10:54:43.297954] [PI] Executing function call 1: hybrid_search
[2025-09-25T10:54:43.299579] [PI] Function arguments: {'query': 'antibiotics decrease post-tonsillectomy morbidity randomized controlled trial', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-09-25T10:54:43.301645] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_42/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-09-25T10:54:45.213101] [PI] Function hybrid_search executed successfully
[2025-09-25T10:54:45.215246] Saving JSON to bench_final/run1/pubmedqa/pubmedqa_42/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-09-25T10:54:45.224519] [PI] Continuing reasoning with 1 function responses...
[2025-09-25T10:54:58.575251] [PI] Reasoning iteration 2
[2025-09-25T10:54:58.576702] [PI reasoning] **Considering antibiotic efficacy**

I’ve seen strong evidence that antibiotics don’t consistently reduce post-tonsillectomy issues like pain or bleeding, though they may have a minimal effect on fever. Therefore, the answer to the question, “Do antibiotics decrease post-tonsillectomy morbidity?” is likely ‘no’. This aligns with the 2002 Saudi medical journal article suggesting they don’t minimize postoperative morbidity. Given the instructions to answer with an option letter first, I would go with “B,” but I wonder if adding an explanation is appropriate.
[2025-09-25T10:54:58.579607] [PI] No function calls found in response
[2025-09-25T10:54:58.581240] [PI] No more function calls - research complete
[2025-09-25T10:54:58.584497] Saving text to bench_final/run1/pubmedqa/pubmedqa_42/pi_final_answer.txt
[2025-09-25T10:54:58.589700] [QUERYOME] Query completed successfully
