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The evaluation of predictive models for heart-related diseases, employing both the OHE model and our code-embedded ClinicalBERT embeddings, demonstrated a clear distinction in performance across various ICD codes

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Chronic Complication Mechanisms: Sustained hyperglycemia damages small vessels (microvascular disease) via multiple mechanisms including AGE accumulation, protein kinase C activation, and hexosamine pathway flux

The adverse events that did occur were predominantly mild, self-limiting, and occurred at rates comparable to placebo groups

T he half-life of a drug, represented by the symbol T/2, is defined in different ways