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PDC is calculated as (number of days covered) / (total days in the time period) Cohorts and Time Horizons The second phase of analysis extends and refines the original analysis by separating cohorts by primary indication: Diabetes cohort: Individuals with a diabetes indication and GLP-1 use primarily for glycemic control Weight loss cohort: Individuals using GLP-1s for obesity or weight management without a diabetes indication Extending observation periods 30-month analysis window for the diabetes cohort 18-month analysis window for the weight loss cohort This approach allows us to evaluate whether the cost and clinical trends seen in the first white paper persist over a longer timeframe and whether they hold consistently across key sub populations

Gradual titration supports hormonal appetite regulation without overwhelming the system

Treatment should be reassessed after 6 months and discontinued if not achieving adequate improvements in both HbA1c and weight

Renal Function and Creatinine Baseline Assessing your kidney function before you start a GLP-1 medication is a critical safety step

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