Table 3.
Performance of the full model stratified by gestational age categories for individual outcomes within the validation population.
All Gestational Ages (n=34,969) | Gestational ages <32 (n=1,924) | Gestational ages 32–36 (n=33,045) | ||||
---|---|---|---|---|---|---|
Model | n (%) | AUC (95% CI) | n = (%) | AUC (95% CI) | n = (%) | AUC (95% CI) |
Morbidity or Mortality | 3,235 (9.25) | 0.923 (0.917–0.929) | 1,485 (77.18) | 0.841 (0.819–0.862) | 1,769 (5.35) | 0.881 (0.871–0.891) |
Neonatal Mortality | 157 (0.45)* | 0.948 (0.928–0.967) | 104 (5.56)* | 0.843 (0.803–0.883) | 67 (0.20)* | 0.872 (0.819–0.924) |
1-Year Mortality | 266 (0.76) | 0.913 (0.893–0.934) | 159 (8.26) | 0.830 (0.797–0.864) | 120 (0.36) | 0.815 (0.767–0.863) |
RDS | 2,367 (6.77) | 0.954 (0.950–0.958) | 1,243 (64.60) | 0.787 (0.766–0.809) | 1,165 (3.53) | 0.928 (0.919–0.936) |
PDA | 1,367 (3.91) | 0.893 (0.882–0.904) | 767 (39.86) | 0.783 (0.762–0.803) | 578 (1.75) | 0.814 (0.794–0.835) |
ROP | 616 (1.76) | 0.977 (0.971–0.984) | 592 (30.77) | 0.756 (0.734–0.779) | 69 (0.21) | 0.929 (0.894–0.964) |
IVH | 554 (1.58) | 0.953 (0.944–0.963) | 431 (22.40) | 0.741 (0.715–0.767) | 131 (0.40) | 0.878 (0.841–0.916) |
BPD | 423 (1.21) | 0.953 (0.941–0.966) | 366 (19.02) | 0.806 (0.784–0.828) | 66 (0.20) | 0.815 (0.756–0.874) |
NEC | 182 (0.52) | 0.952 (0.939–0.964) | 150 (7.80) | 0.694 (0.655–0.734) | 62 (0.19 | 0.908 (0.863–0.954) |
PVL | 36 (0.10) | 0.938 (0.887–0.989) | 32 (1.66) | 0.682 (0.602–0.762) | 9 (0.03) | 0.844 (0.691–0.997) |
Full sample n=34,860, n=32,992, & n=1,869 for gestational age categories respectivelyAUC: area under the curve; RDS: respiratory distress syndrome; PDA: patent ductus arteriosus; ROP: retinopathy of prematurity; IVH: intraventricular hemorrhage; BPD: bronchopulmonary dysplasia; NEC: necrotizing enterocolitis; PVL periventricular leukomalacia