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Transformer-based models predominate, with BERT and its biomedical or tweet variants (e.g., RoBERTa, BioBERT, BERTweet) used in more than 60% of approaches

Conclusion In this NMA, tirzepatide 10 and 15 mg were associated with improved efficacy versus liraglutide, improved or comparable efficacy versus semaglutide, and all interventions had a generally comparable safety profile for achieving weight reduction and reducing cardiometabolic risk factors among patients with obesity or overweight.

Most hypoglycemia is iatrogenic and associated with drug-treated diabetes mellitus.

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This article reviews clinical evidence, biomarker context, and safety considerations to help patients make informed decisions w