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The Nearest Neighbor classifier was chosen for binary classification due to its simplicity and effectiveness in dealing with high-dimensional data
Non-medical switching is basically substituting one molecule for another for the sole purposes of an economic outcome that is favorable to the insurer or the pharmacy benefit management company, because we know that none of these non-medical switchings take place because its beneficial to the patient
As of 2024, no GLP-1 patch has received FDA approval for weight management
They looked at adults with type 2 diabetes who started one of three drug types between 2019 and 2024: GLP-1 drugs, or two other common diabetes drugs called SGLT-2 inhibitors and DPP-4 inhibitors
From the onset, the availability of the native peptide enabled rapid proof of concept in human subjects, quickly validating discoveries made in preclinical studies
