Parameter | Postnatal day 1 | 3 | 7 | 14 | 21 | 28 |
---|---|---|---|---|---|---|
Exploratory dataset for grid search | ||||||
Sensitivity | 0.764 | 0.740 | 0.730 | 0.755 | 0.691 | 0.710 |
Specificity | 0.741 | 0.742 | 0.750 | 0.738 | 0.807 | 0.831 |
Positive Predictive Value | 0.750 | 0.720 | 0.720 | 0.717 | 0.755 | 0.793 |
Negative Predictive Value | 0.755 | 0.761 | 0.759 | 0.774 | 0.751 | 0.759 |
Accuracy | 0.752 | 0.741 | 0.741 | 0.746 | 0.753 | 0.774 |
Validation dataset | ||||||
Sensitivity | 0.805 | 0.825 | 0.833 | 0.884 | 0.810 | 0.744 |
Specificity | 0.641 | 0.675 | 0.800 | 0.700 | 0.800 | 0.800 |
Positive Predictive Value | 0.702 | 0.717 | 0.814 | 0.760 | 0.810 | 0.800 |
Negative Predictive Value | 0.758 | 0.794 | 0.821 | 0.848 | 0.800 | 0.744 |
Accuracy | 0.725 | 0.750 | 0.817 | 0.795 | 0.805 | 0.771 |
Performance of the NICHD Neonatal BPD Outcome Estimator using combined scores from the severe and death categories with a cutoff number of 21, above which predictive of a severe (positive) disease outcome and below which predictive or a non-severe (negative) disease outcome.