Figure 4.

Mean ROC curves for detection methods with risk score computed using the pre-shock modeling approach presented here using GLM (black), XGBoost (red), or RNN (green) or a Cox hazard model as proposed previously (blue)¹⁰. Clinical state labels were determined using Sepsis-3 criteria.