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However, there are important differences between the design and evaluation of models for a predictive context including study design goals, inclusion or exclusion of candidate risk factors, model evaluation and the additional need to assess model error. This article contrasts how causal and predictive modeling approaches are different and argues that indiscriminately modeling risk factors for birth trauma and pelvic floor disorder outcomes is costly to women. This article contrasts how causal and predictive modeling approaches are

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