Effect of emollient therapy on clinical outcomes in preterm neonates in Pakistan: a randomised controlled trial
Bibliographic record
Abstract
IMPORTANCE: Newborn oil massage, a traditional community practice, could potentially benefit thermoregulation and skin barrier function, and prevent serious infections, morbidity and mortality in high-risk preterm infants, but has only been evaluated in limited studies in low income settings. OBJECTIVES: To assess the efficacy of topical coconut oil applications among a cohort of hospital-born preterm infants. DESIGN: A prospective, individually randomised controlled clinical trial. SETTING: Nursery and neonatal intensive care unit at Aga Khan University Hospital, Pakistan. PARTICIPANTS: Of 270 eligible neonates, a consecutive cohort of 258 hospital-born preterm infants (gestational age ≥26 weeks and ≤37 weeks). INTERVENTION: Twice daily topical application of coconut oil by nurses from birth until discharge and continued thereafter by mothers at home until completion of the 28th day of life. PRIMARY OUTCOME MEASURES: Incidence of hospital-acquired bloodstream infections. SECONDARY OUTCOME MEASURES: Weight gain, skin condition and neonatal mortality. RESULTS: 23% of the enrolled neonates developed clinically suspected sepsis while 14% developed blood culture proven infection. The unadjusted hazard for developing hospital-acquired infection in the control group was 4.7 (95% CI 1.8 to 12.4) compared with the intervention group. After adjusting for gestational age, birth weight, duration of intubation and duration of hospitalisation for possible confounding, the hazard for hospital-acquired infection in the control group was 6.0 (95% CI 2.3 to 16) compared with the intervention group. The rate of hospital-acquired infections in the control and intervention groups was 219.1 and 39.5 per 1000 patient-days, respectively. Mean weight gain was 11.3 g/day higher (95% CI 8.1 to 14.6, p<0.0001) and average skin condition was significantly better in the intervention group when compared with controls. There was no significant impact on duration of hospitalisation or neonatal mortality. No adverse effects such as local irritation or local infection were observed among newborns receiving coconut oil applications. CONCLUSIONS: Topical emollient therapy was effective in maintaining skin integrity and reducing the risk of bloodstream infection in preterm infants in a tertiary hospital setting in Pakistan. The effectiveness of this approach in primary care settings needs to be further explored. TRIAL REGISTRATION NUMBER: NCT01396642.
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How this classification was reachedexpand
Direct model labels (unvalidated)
Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.
| Model arm | Categories | Study design | Confidence |
|---|---|---|---|
| gemma | no category Domain: not available · Genre: Empirical About the Canadian research system: no · About a Canadian topic: no | Randomized trial | low |
| gpt | no category Domain: not available · Genre: Empirical About the Canadian research system: no · About a Canadian topic: no | Randomized trial | medium |
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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, unvalidatedLabeled directly by 2 models reading the full record.
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".