CRP and cardiac arrest: The beeswarm plots further indicate that, in addition to the disease group, the aortic cross clamp time, the maximum post-surgery values of C-reactive protein, days between admission and surgery, and if circulatory arrest was applied during surgery were ranked by SHAP among the ten most important features for both ML methods to predict the outcome in the holdout test dataset (Figure 2).