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Our main observation from this paper is that despite growing advances in detecting Adverse Drug Events (ADEs) from social media using NLP, several research gaps remain

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Diet and microbiota composition have a modest impact on fasting serum TMAO levels in BMIS individuals Our ML models suggested that diet plays a modest role in determining circulating TMAO

Although these medications share a common mechanism, individual experiences can vary based on the specific drug, dosage, and a persons physical and mental health history

Ultimately, understanding why relapse happens after discontinuation of GLP-1 agonists empowers patients to make informed decisions