[2025-09-25T11:24:17.140511] [QUERYOME] Starting research for query 125: '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 frozen section alter surgical management of multinodular thyroid disease? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:24:17.214330] [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 frozen section alter surgical management of multinodular thyroid disease? 

Options:
{'A': 'yes', 'B': 'no', 'C': 'maybe'}'
[2025-09-25T11:24:17.215836] Saving text to bench_final/run1/pubmedqa/pubmedqa_124/pi_initial_prompt.txt
[2025-09-25T11:24:17.221614] [PI] Calling o3 for initial analysis...
[2025-09-25T11:24:24.825881] [PI] Reasoning iteration 1
[2025-09-25T11:24:24.828622] [PI reasoning] **Determining frozen section impact**

I need to answer whether frozen section alters surgical management for multinodular thyroid disease. This is about guessing the conclusion based on the title, so I'm thinking of typical studies. Frozen section can help decide surgery extent in multinodular goiter, but sensitivity is low. Many papers say it's not cost-effective and usually doesn't change management. For multinodular thyroid disease specifically, the reliability is lower, so I’ll conclude with “no.” My answer is option 'B'.
[2025-09-25T11:24:24.830188] [PI] No function calls found in response
[2025-09-25T11:24:24.833310] [PI] No more function calls - research complete
[2025-09-25T11:24:24.835092] Saving text to bench_final/run1/pubmedqa/pubmedqa_124/pi_final_answer.txt
[2025-09-25T11:24:24.839480] [QUERYOME] Query completed successfully
