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For diabetes management specifically, glucose levels often stabilize within 12 weeks, which is why some patients see lab improvements before noticeable weight loss

Artificial intelligence and natural language processing of research subjects [PMID: 40957545] Laboratory literature summary: Artificial intelligence and natural language processing of research subjects narratives to evaluate semaglutide for body-composition

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In people with symptoms or rapid weight loss, electrolyte testing can provide useful context alongside creatinine and eGFR

Endocr Rev (2021) 42(2):10132

Compounded medications are prescribed only when clinically necessary and are formulated to address specific patient considerations