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Updated: Jul 19, 2025

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Five-year outcomes for extremely preterm babies with active perinatal management: A clinical prediction model
Caroline Diguisto1,2, Andrei Scott Morgan1,3, Laurence Foix L'Hélias1,4
1Université Paris Cité, Université Sorbonne Paris Nord, Inserm, INRAE, CRESS U1153, EPOPé, Paris, France.
Objective:
To develop and validate a clinical prediction model for outcomes at 5 years of age for children born extremely preterm and receiving active perinatal management.
Design:
The EPIPAGE-2 national prospective cohort.
Setting:
France, 2011.
Population:
Live-born neonates between 24+0 and 26+6 weeks of gestation who received active perinatal management (i.e. birth in a tertiary-level hospital, with antenatal steroids and resuscitation at birth).
Methods:
A prediction model using logistic modelling, including gestational age, small-for gestational-age (SGA) status and sex, was developed. Model performance was assessed through calibration and discrimination, with bootstrap internal validation.
Main Outcome Measures:
Survival without moderate or severe neurodevelopmental disability (NDD) at 5 years.
Results:
Among the 557 neonates included, 401 (72%) survived to 5 years, of which 59% survived without NDD (95% CI 54% to 63%). Predicted rates of survival without NDD ranged from 45% (95% CI 33% to 57%), to 56% (95% CI 49% to 64%) to 64% (95% CI 57% to 70%) for neonates born at 24, 25 and 26 weeks of gestation, respectively. Predicted rates of survival without NDD were 47% (95% CI 18% to 76%) and 62% (95% CI 49% to 76%) for SGA and non-SGA children, respectively. The model showed good calibration (calibration slope 0.85, 95% CI 0.54 to 1.16; calibration-in-the-large -0.0123, 95% CI -0.25 to 0.23) and modest discrimination (C-index 0.59, 95% CI 0.53 to 0.65).
Conclusions:
A simple prediction model using three factors easily known antenatally may help doctors and families in their decision-making for extremely preterm neonates receiving active perinatal management.
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