Additional file 1. Model validation. The scatter plot represents the validation of the predicted risk of toxicity model built with bootstrap analysis with gender and interleukin-6 baseline blood concentrations. However limited by the small sample, the validation result is satisfactory; an ideal line at 45° that would represent a perfect match between observations and predictions, and the validation scatter plot has a very limited dispersion