Asthma Medication Use in Congenital Diaphragmatic Hernia Survivors: A Retrospective Population Level Data Analysis
Bibliographic record
Abstract
Abstract Introduction The purpose of this study was to determine if congenital diaphragmatic hernia (CDH) survivors had worse long-term respiratory outcomes compared with age-matched controls, as measured by inhaled bronchodilator use, inhaled steroid use, and asthma-related physician visits. Materials and Methods We performed a retrospective case-control study of infants with isolated CDH from 1991 to 2013. The primary outcome measures were inhaled bronchodilator prescriptions, inhaled steroid prescriptions, and asthma-related physician visits between 0 and 5 years of age and between 5 and 10 years of age. Subgroup analysis compared the same outcomes for CDH patients grouped by: birth weight, gestational age, side of defect, defect size, liver herniation, hernia sac, and pulmonary hypertension. Results Fifty-six patients with CDH and 753 age-matched controls met the inclusion criteria for the 0 to 5 years of age analysis. Between 0 and 5 years of age, more CDH survivors were prescribed an inhaled bronchodilator (odds ratio [OR] = 2.47[1.38–4.48], p = 0.001) and inhaled steroid (OR = 2.03[1.07–3.74], p = 0.03), and had an asthma-related physician visit (OR = 1.92[1.00–3.56], p = 0.04). Thirty-eight cases and 491 controls met the inclusion criteria for the 5 to 10 years of age analysis. Between 5 and 10 years of age, CDH survivors were not more likely to be prescribed inhaled bronchodilators, inhaled steroids, or have an asthma-related physician visit. Among the CDH patients, we did not find a clinical characteristic associated with increased inhaled bronchodilator or steroid prescriptions at any age. Conclusion A history of CDH is associated with higher rates of inhaled bronchodilator prescriptions, inhaled steroid prescriptions, and asthma-related physician visits from 0 to 5 years of age compared with age-matched controls. However, this difference resolves by 5 to 10 years of age.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| 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".