An explainable RoBERTa approach to analyzing panic and anxiety sentiment in oral health education YouTube comments

Abstract Online videos are vital for health education and medical decision-making, but their comment sections often spread misinformation, causing anxiety and confusion. This study identifies stress-inducing comments in oral health education content, aiming to improve mental health outcomes, educati...

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Bibliographic Details
Main Authors: Pradeep Kumar Yadalam, Mohamed Thaha, Prabhu Manickam Natarajan, Carlos M. Ardila
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-06560-2
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