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Statistically significant association does not imply improvement in prediction of clinical outcomes

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In the current landscape of clinical studies, the concept of statistically significant association is often mixed up with the expectation of improved prediction performance. We discuss the two concepts, association and prediction, and present the epidemiologic... ...