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Results Our analysis revealed that the traditional logistic regression model outperforms the other machine learning models, with an area under the Receiver Operating Characteristic curve (auROC) of 0.77.Our model showed that higher pre-treatment HbA1C is a dominant feature for predicting better response to GLP-1 M, while features such as use of thiazolidinediones or sulfonylureas is correlated with poorer response to GLP-1 M, as assessed by lowering of hemoglobin A1C (HbA1C), a standard marker of glycated hemoglobin used for assessing glycemic control in individuals with diabetes

70 TolosaL.JimenezN.PerezG.CastellJ

Serums vs Other Formats Serums are the most common format for topical copper peptides

Alcoholic beverages also vary significantly in carbohydrate content

Providers will also need education on the appropriate diagnosis to provide when submitting formulary exceptions or prior authorization requests