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Faster escalation tends to increase side effects without improving the timeline to therapeutic effect

Comparative Effectiveness of GLP-1 Receptor Agonists on Cardiovascular Outcomes Among Adults With Type 2 Diabetes and Moderate Cardiovascular Risk: Emulation of a Target Trial

This personalized framework reduces unnecessary side effect burden while optimizing therapeutic benefit

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