Table 2.

Model performance for predicting bacteremia according to forecasting time to event and time steps of the recurrent neural network model.

Variables		AUROCa	AUPRCb
Prior time to event (hour)
	0 (at event)	0.98	0.17
	8 prior	0.96	0.18
	16 prior	0.95	0.17
	24 prior	0.93	0.15
Time steps (days)
	1	0.98	0.14
	2	0.98	0.15
	4	0.98	0.15
	6	0.98	0.15
	8	0.97	0.16
	10	0.97	0.174
	12	0.98	0.165

^aAUROC: area under the receiver operating characteristic curve.

^bAUPRC: area under the precision-recall curve.