Research Article

A Predictive Model for Acute Respiratory Distress Syndrome Mortality Using Red Cell Distribution Width

Table 3

Measures of discrimination and predictive ability.

OutcomeCategoryBase modelBase model + RDWComparison value (95% CI)p-value

AUCICU mortality0.7580.7840.026 (0.000, 0.052)0.048
In-hospital mortality0.7460.7840.038 (0.007, 0.069)0.02
90-day mortality0.7550.7930.039 (0.008, 0.069)0.01

Net reclassification improvement (NRI)Net % improvementNRI (95% CI)
ICU mortalityDiedReference2%0.463 (0.238–0.687)0.001
SurvivedReference44%
In-hospital mortalityDiedReference10%0.475 (0.258, 0.692)<0.0001
SurvivedReference37%
90-day mortalityDiedReference1%0.522 (0.311–0.733)<0.001
SurvivedReference51%

Integrated discrimination improvement (IDI)Model average predictionModel average predictionIDI (95% CI)
ICU mortalityDied0.4780.4980.032 (0.010–0.054)0.005
Survived0.2900.279
In-hospital mortalityDied0.5410.5710.054 (0.029–0.080)<0.001
Survived0.3630.339
90-day mortalityDied0.5560.5880.060 (0.033–0.086)<0.001
Survived0.3650.339