We now assess two key aspects of the models???discrimination and goodness of fit???and consider data quality and other issues relating to HES and clinical datasets.DiscriminationHES data lack many clinical variables and have been criticised for being inadequate for monitoring performance, but for the index procedures examined in our study, the ROC curves were comparable with those from clinical da