Fig 2. A binary logistic regression model containing the significant univariate predictors of future performance (alanine aminotransferase, urea, folic acid, myeloperoxidase, total cholesterol) with future performance drop as an outcome variable was trained.

The resulting model presented with high statistical significance and excellent goodness of fit.