Table 3. 72-hr RVA Predictive Performance.

Site	Model	AUC	Sensitivity	Specificity	Positive Likelihood Ratio
Development (test set)	DICE + LR + FFS	0.874	1.000	0.559	2.268
	LR + FFS	0.872	0.754	0.806	3.887
	XGboost	0.829	0.600	0.826	3.448
	DICE + GBDT	0.828	0.708	0.802	3.576
	DICE + XGboost	0.828	0.623	0.740	2.396
	LR	0.793	0.615	0.785	2.860
	DICE + LR	0.783	0.523	0.876	4.218
	GBDT	0.759	0.692	0.719	2.463
	Risk score prediction (modified score)	0.704	0.692	0.528	1.466
	Risk score prediction	0.611	0.446	0.727	1.634
Validation	DICE + LR + FFS	0.75	0.37	0.93	5.52