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Using common clinical features (including commonly ordered lab tests, demographic information, other T2D medications, and diabetes-associated complications), we compared four different models: logistic regression, LightGBM, artificial neural network (ANN), and support vector classifier (SVC)

Cohen, R.V

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In contrast, patients using metformin or insulin probably have less or more advanced diabetes, which would increase the risk of unmeasured confounding by diabetes severity and baseline risk of hyperkalemia

In 2014, the WHO estimated that there were 1.9 billion overweight and 600 million obese people worldwide [1], representing 39% of the global population [1]

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