ArticleJournal of perinatology : official journal of the California Perinatal Association2019
Bronchopulmonary dysplasia: risk prediction models for very-low- birth-weight infants.
Article in Journal of perinatology : official journal of the California Perinatal Association, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Bronchopulmonary dysplasia prediction models: a systematic review and meta-analysis with validation.Pediatric research · 2023Pooled it
- Prediction Models for Bronchopulmonary Dysplasia in Preterm Infants: A Systematic Review.Frontiers in pediatrics · 2022Pooled it
- Risk factors for bronchopulmonary dysplasia among preterm infants born before thirty-two weeks of gestation in Palestinian private hospitals.World journal of clinical pediatrics · 2026Article
- Analysis and comparative study on the influencing factors of bronchopulmonary dysplasia in premature infants with gestational age ≤32 weeks based on logistic regression and decision tree models.Translational pediatrics · 2026Article
- Early prediction of bronchopulmonary dysplasia: comparison of modelling methods, development and validation studies.Pediatric research · 2026Article
- [Development of dynamic multi-time-point clinical prediction models for bronchopulmonary dysplasia in preterm infants with gestational age < 32 weeks].Zhongguo dang dai er ke za zhi = Chinese journal of contemporary pediatrics · 2025Article
- Development and validation of a nomogram to predict bronchopulmonary dysplasia in very preterm, very low birth weight infants.American journal of translational research · 2025Article
- Role of Myeloperoxidase, Oxidative Stress, and Inflammation in Bronchopulmonary Dysplasia.Antioxidants (Basel, Switzerland) · 2024Review
- Prevalence, Severity Patterns and Risk Factors of Bronchopulmonary Dysplasia in Preterm Infants Younger than 32 Weeks of Gestation in a Tertiary Centre in Oman.Sultan Qaboos University medical journal · 2024Article
- Transforming neonatal care with artificial intelligence: challenges, ethical consideration, and opportunities.Journal of perinatology : official journal of the California Perinatal Association · 2024Review
- Prediction of bronchopulmonary dysplasia in very preterm infants: competitive risk model nomogram.Frontiers in pediatrics · 2024Article
- A nomogram for predicting the risk of Bronchopulmonary dysplasia in premature infants.Heliyon · 2023Article
- Risk factors and machine learning prediction models for bronchopulmonary dysplasia severity in the Chinese population.World journal of pediatrics : WJP · 2023Article
- Development of a new scoring method in the neurofunctional assessment of preterm infants.Scientific reports · 2022Observational
- Effect of First Mother's Own Milk Feeding Time on the Risk of Moderate and Severe Bronchopulmonary Dysplasia in Infants With Very Low Birth Weight.Frontiers in pediatrics · 2022Article
- Landscape analysis for a neonatal disease progression model of bronchopulmonary dysplasia: Leveraging clinical trial experience and real-world data.Frontiers in pharmacology · 2022Article
- Construction of early risk prediction models for bronchopulmonary dysplasia in preterm infants.Zhongguo dang dai er ke za zhi = Chinese journal of contemporary pediatrics · 2021Article
- Development and verification of a risk prediction model for bronchopulmonary dysplasia in very low birth weight infants.Translational pediatrics · 2021Article
- Lung ultrasound predicts the development of bronchopulmonary dysplasia: a prospective observational diagnostic accuracy study.European journal of pediatrics · 2021Observational
- Risk Identification of Bronchopulmonary Dysplasia in Premature Infants Based on Machine Learning.Frontiers in pediatrics · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveOur objective is to develop risk prediction models for moderate/severe bronchopulmonary dysplasia (BPD) and BPD and/or death in very-low-birth-weight infants (VLBWI) at birth, 3, 7, and 14 postnatal days. STUDY
designIt is a multicenter study including 16,407 infants weighing 500-1500 g (2001-2015) from the Neocosur Network. BPD was defined as oxygen dependency at 36 weeks. Variables were selected using forward logistic regression models. Predictive values were evaluated using the ROC curve.
resultsIn total, 2580 (15.7%) presented BPD and 6121 (37.3%) BPD/death. The AUC values for the BPD models were 0.788, 0.818, 0.827, and 0.894 respectively. For BPD/death, the AUC values were 0.860, 0.869, 0.867, and 0.906. BW and gestational age had higher contribution at birth; at later ages, the length of oxygen therapy and ventilation had the highest contribution. All AUC values were statistically significant when compared with a neutral value of 0.5 (p-value < 0.001).
conclusionsWe developed high predictive power models for moderate/severe BPD and BPD/death at four postnatal ages.
Indexed as
Identifiers
31337853What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.