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The number of clusters (k=5) was chosen objectively by maximizing a combined score of: Silhouette coefficient on a discovery split: measures how well-separated the clusters are internally Adjusted Rand Index (ARI) on a held-out validation split: measures whether an independent reclustering of new data produces the same structure This two-stage validation approach guards against over-fitting the cluster count to a single sample

In clinical trials, retatrutide achieved 24.2% weight loss at 48 weeks versus tirzepatide approximately 21% at 72 weeks, suggesting stronger overall appetite and metabolic effects

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Some patients respond better to one over the other, which is why a personalized approach is important

So, its essential to strike the right balance, both in terms of how much you take and when you take it

Interaction of leptin and amylin in the longterm maintenance of weight loss in dietinduced obese rats