Predictive ability of the function derived from the multivariate logistic regression model compared with actual observations in the study at all outcome cutoff values. The best overall predictive performance was achieved with a return to work outcome cutoff value of 0.55, where 1=will return to work and 0=will not return to work. At and above this value, the model accurately predicted subjects who would not return to work at a rate greater than 96%.