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Average receiver operating characteristic (ROC) curves from the internal cross-validated logistic regression models predicting Shigella etiology with 2, 5, and 10 predictors. The faded dashed lines represent specificity (1-false positive rate) achievable with a sensitivity (true positive rate) of 0.80 for prediction of the outcome.
