31 Noninvasive high-frequency oscillatory ventilation in preterm infants: Safe and effective
Bibliographic record
Abstract
Abstract Primary Subject area Neonatal-Perinatal Medicine Background Mechanical ventilation is frequently used in preterm infants for various indications, but is associated with multiple complications, including bronchopulmonary dysplasia and poorer neurodevelopmental outcomes. Noninvasive high-frequency oscillatory ventilation (nHFOV) is a noninvasive ventilation (NIV) strategy used to avoid mechanical ventilation and associated complications. However, its effectiveness remains controversial, and its safety has not been established. Objectives The objectives were to evaluate the effectiveness of nHFOV to prevent intubations and support adequate ventilation in preterm infants, and to assess its safety profile. Design/Methods This was a retrospective crossover case study including 24 infants and 30 nHFOV instances between May 2018 and June 2020. Infants were included if they were placed on nHFOV for at least one hour; each nHFOV trial contributed as one instance. Data was collected from health records. Effectiveness outcomes were: successful transition to another NIV mode without requiring intubation, and variations in CO2, FiO2, and number of spells. Safety outcomes were: apparition of intraventricular hemorrhage (IVH), gastrointestinal complications, nasal cutaneous trauma, and comfort as assessed with the Neonatal Pain, Agitation and Sedation Scale (N-PASS). Descriptive statistics were used for baseline characteristics. Nonparametric and semiparametric tests were used to compare outcomes pre- and during nHFOV. Results Baseline characteristics are presented in Table 1. At initiation of nHFOV, mean chronological age and weight were 24 days (95% CI: 20 – 28) and 1119 grams (95% CI: 1038 – 1200) respectively. The most frequent indication for nHFOV was spells (56.7%), and the mean duration of nHFOV instances was 3.9 days (95% CI: 2.7 – 5.1) (Table 1). In 18 (60%) cases, infants transitioned successfully to another NIV mode without requiring intubation. Levels of CO2 and number of spells were significantly lower during nHFOV than pre-nHFOV. There was no significant difference in FiO2 pre-nHFOV and during nHFOV. No apparition or progression of IVH was observed following the use of nHFOV. There was no significant difference in N-PASS, nasal trauma, and gastrointestinal complications pre-nHFOV and during nHFOV (Table 2). Conclusion This study suggests that nHFOV is an effective ventilation method to avoid intubation and to decrease spells in preterm infants, without increasing complications.
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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 | 0.002 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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".