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In 249 patients with SSTI probability 90% and all were true-positives. In 100 patients with probability less then 10%, only two (2%) patients had a true infection. C-statistics were 0.929 in the training set and 0.901 in the testing set. Conclusions The model showed excellent discrimination between those with and without infection and had good calibration. The model could be used to reduce the cost of detecting long-term infections. Students often simultaneously deal with shifting support networks, stressful life changes and psychological