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This paper is in the following e-collection/theme issue:

Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (2684) Infodemiology and Infoveillance (2011) Cardiology (284) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1413) Artificial Intelligence (4805) Early Results in Infodemiology and Infoveillance (167)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/85057, first published .
Man with blonde hair using smartphone and holding medication

Large Language Model–Based Analysis of Statin Therapy Discussions and Sentiment on Social Media: Cross-Sectional Observational Study

Large Language Model–Based Analysis of Statin Therapy Discussions and Sentiment on Social Media: Cross-Sectional Observational Study

Authors of this article:

Siru Liu1, 2 Author Orcid Image ;   Jialin Liu3, 4 Author Orcid Image
Article Authors Cited by (2) Tweetations Metrics

Journals

  1. Bang S, Han S, Reading Turchioe M, Ellison M, Dai S, Happ M, Russell D, Masterson Creber R. Developing and evaluating human-led and large language model–assisted hybrid deductive–inductive workflows for qualitative analysis. Journal of the American Medical Informatics Association 2026 View
  2. Li J, Zhang J, Tao X, Chen Y, Xun S, Qin G, Diao K, Qin C. A Multidisciplinary Team–Based Large Language Model Framework for Predicting Postoperative Neurological Complications in Acute Type A Aortic Dissection: Model Development and Validation Study. Journal of Medical Internet Research 2026;28:e91257 View