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Test set area under precision-recall curves for InSight and competing methods as a function of the amount of time by which prediction precedes potential sepsis onset. Error bars of ± 1 standard deviation are shown for InSight, where the standard deviation is calculated using performance on the cross-validation folds. APR: area under the precision-recall curve; MEWS: Modified Early Warning Score; qSOFA: quick SOFA; SIRS: systemic inflammatory response syndrome.
