Introduction
The most common antibiotics started were vancomycin, levofloxacin, and metronidazole. A forward-selection logistic regression on the training set, based on a candidate list of variables comprised from theory and bivariate testing, was significant with a c-statistic of 0.67. A logistic regression model on the test set had a c-statistic of 0.65. ................
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