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Random forest model: development of new steroid-related comorbidity. Random forest plots of analysis of variables are included in a multivariate model selected by least absolute shrinkage and selection operator for prediction of development of new steroid-related comorbidity. Higher values of “Mean Decrease Gini” reflect the increasing proportional importance of the individual variables for predicting this categorical outcome.
