Table 1.

AUROC and HBO for LiSep LSTM and the five state-of-the-art models.

Model Number	AUROC (95% CI)	HBO Median (IQR)
LiSep LSTM	0.83 (0.82, 0.84)	48 (20.0, 135.0)
TREWScore	0.83 (0.81, 0.85)	28.2 (10.6, 94.2)
InSight	0.83 (0.80, 0.86)	<3* (N/A)
Multitask LSTM	0.85 (N/A)	N/A (N/A)
SepLSTM	0.93 (N/A)	<3* (N/A)
Liu et al. pre-shock RNN	0.93 (N/A)	7.0 (N/A)

*Measured from the first sustained SIRS event.