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Set clear expectations about what a compounded drug is and why you are prescribing it

We also highlight potential issues and challenges encountered in practical applications, including the determination of multi-factorial weightings, requirements for data quality and quantity, establishment of unified predictive indicators and standards, enhancement of model generalizability, and interpretability of prediction outcomes

13 As a result, initiation of therapy may be more beneficial for patients who require greater glycemic control throughout the day than during the night