27 Neurodevelopmental Outcomes of Preterm Infants Born <29 weeks with Bronchopulmonary Dysplasia Associated Pulmonary Hypertension: A Multicenter Study
Bibliographic record
Abstract
Abstract Background More than 1 in 4 preterm infants with bronchopulmonary dysplasia (BPD) develop BPD-associated pulmonary hypertension (BPD-PH) that is associated with significant morbidity. Data regarding neurodevelopmental outcomes with BPD-PH in preterm infants are lacking. Objectives To determine neurodevelopmental outcomes of preterm infants born < 29 weeks gestational age (GA) with BPD associated pulmonary hypertension at 18 to 24 months corrected gestational age (CGA). Design/Methods In this retrospective cohort study, preterm infants born < 29 weeks GA between January 2016 and December 2019 at level 3 Neonatal Intensive Care Units at Foothills Hospital in Calgary and the University of Texas Medical Branch (UTMB) in Galveston, who were evaluated at 18-24 months CGA in the neonatal follow-up clinics were included. We compared demographic factors, neurodevelopmental status including Bayley-III scores and sensory impairments between the two groups based on the presence of PH at 36 weeks CGA: Group I: BPD with PH and Group II: BPD without PH, using univariate and multivariable regression models. The primary outcome was a composite of death or neurodevelopmental impairments (NDI). NDI was defined as any cerebral palsy (GMFCS≥1), Bayley-III score < 85 on one or more of the cognitive, motor, or language composite scores, sensorineural or mixed hearing impairment or unilateral or bilateral visual impairment. Results Of 372 eligible infants, 118 (Group I [BPD-PH] =7, Group II [BPD with no PH] =111) were lost to follow up. Of the remaining 254 infants, 52 in Group I and 202 in Group II were followed at 18-24 months CGA. Group I and Group II had median (IQR) birth weight of 710g (323) and 815g (314) [p=0.004] and median gestational ages (IQR) were 25 weeks (2) and 26 weeks (2) [p=0.020], respectively . Rates of associated impairments are shown in Figure 1. Infants in BPD-PH group (Group I) were more likely to have mortality or NDI (adjusted Odds Ratio [aOR] 3.82; 95% CI: 1.17-12.41) (Table 1). Conclusion BPD-PH in preterm infants born < 29 weeks GA is associated with increased odds of the composite outcome of death or neurodevelopmental impairment and language delay at 18-24 months CGA.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".