Figure 5. .

Performance of word group classifiers using admission International Classification of Diseases text to predict ESKAPE bloodstream infections on a holdout test set of 237137 patients. All bars represent value ±95% confidence interval using the Wilson method, except for area under the receiver operating characteristics curve, which was assessed using 1000 bootstrapped samples. Abbreviations: NPV, negative predictive value; PPV, positive predictive value; ROC AUC, area under the receiver operating characteristics curve.