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Conclusion: We describe an algorithm combining rule-based NLP, identification of cardiometabolic risk factors and alcohol use from laboratory and pharmacy records, that identified steatosis and classified SLD with excellent accuracy, and identifies a significantly higher number of patients with SLD, compared to ICD 9/10 codes

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By mid-decade, a substantial portion of GLP-1 APIs especially generics may come from CDMOs

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The shorter duration of action and different absorption patterns may naturally reduce receptor desensitization by creating more pronounced peaks and troughs in drug levels