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We initialize both the number and centroid of clusters using a density-based clustering algorithm called Hierarchical Density-Based Spatial Clustering of Applications with Noise (HDBSCAN) first and fine-tune the assignment of discussions into the appropriate topics using KMeans clustering
Who Should Consider GLP-1 Therapy FDA indications for weight loss require: BMI 30 (obesity), or BMI 27 (overweight) with at least one weight-related condition hypertension, type 2 diabetes, dyslipidemia, obstructive sleep apnea, cardiovascular disease, or similar These thresholds set eligibility, but they don't answer the more important question: who benefits most
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Many of our patients have questions about whether the Wegovy injection is a better option than oral pills for their weight loss journey