Advanced Maternal Age and the Outcomes of Preterm Neonates
Bibliographic record
Abstract
OBJECTIVE: To estimate the effect of maternal age on survival free of major morbidity among preterm newborns younger than 33 weeks of gestation at birth. METHODS: Data from a retrospective cohort of preterm newborns younger than 33 weeks of gestation admitted to Canadian neonatal intensive care units between 2003 and 2008 were analyzed. The primary outcome was survival without major morbidity (defined as bronchopulmonary dysplasia, intraventricular hemorrhage grade 3 or 4, periventricular leukomalacia, retinopathy of prematurity stage 3, 4 or 5, or necrotizing enterocolitis stage 2 or 3). Trends in outcomes in relation to maternal age groups were examined using a multivariable analysis that controlled for confounders. RESULTS: Baseline comparison for the 12,326 eligible newborns revealed no differences in sex, small-for-gestational-age status, and chorioamnionitis among different maternal age groups. Higher rates of cesarean delivery, use of prenatal steroids, maternal hypertension, and diabetes were noted as maternal age increased (P<.01). Increasing maternal age was associated with increased survival without major morbidity (adjusted odds ratio [OR] 1.047, 95% confidence interval [CI] 1.001-1.095) and reductions in mortality (adjusted OR 0.922, 95% CI 0.855-0.955), necrotizing enterocolitis (adjusted OR 0.888, 95% CI 0.816-0.967), and sepsis (adjusted OR 0.904, 95% CI 0.862-0.948). CONCLUSION: Among preterm newborns, the odds of survival without major morbidity improved by 5% and mortality (8%), necrotizing enterocolitis (11%), and sepsis (9%) reduced as maternal age group increased by 5 years. LEVEL OF EVIDENCE: II.
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How this classification was reachedexpand
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 | 0.000 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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, unvalidatedMachine predicted; a candidate call from one teacher head, 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".