The LRM model displayed superior performance. A possible advantage of the CART prediction model is that it may be easier to interpret via its graphical presentation than prediction models based on logistic regression. However, there are a number of disadvantages of the CART approach. The LRM model can be used by infection control practitioners for risk adjustment across different periods or units and for evaluation of the efficacy of new technologies.