Table 5.

ROC area-under-curve prediction metrics for 30 day mortality and 1 week requirement for ICU intervention (ventilator, vasopressor infusion, CRRT) based upon 1,905 test patients’ first 24 hours of query clinical items.

	Death	Any ICU
Evaluation period	30 days	1 week
Patients screened	1,905	1,905
Patients evaluated, excluding those with outcome occurring during 24 hour query period	1,898	1,765
Patients with outcome subsequently occurring during evaluation period	44 (2.3%)	55 (3.1%)
ROC AUC score for association prediction	0.88	0.78