Figure 2

SHAP importance plots of the HFNO failure for the ML model. The position on the y-axis was determined by the feature and that on the x-axis by the SHAP value. The length of the SHAP value indicates the importance of the features. LODS Logistic Organ Dysfunction Score, GCS Glasgow Coma Score; SHAP, Shapley.