RBC exhibited the strongest predictive influence, with lower values significantly increasing the predicted risk, followed by myoglobin maximum, CHD, hemoglobin, phosphorous, and NT-proBNP max, which also contributed to the prediction. Here, MB is linked to coronary artery disorder.