High school graduation among adolescents born preterm: A Canadian population-based cohort study
Bibliographic record
Abstract
To evaluate the association between preterm birth (<37 weeks) and high school graduation. Population-based cohort of adolescents born in Manitoba, Canada between 1986 and 2002 whose graduation data were available in the administrative database. High school graduation (primary outcome) was defined as completion of 30 course credits in grades 9–12 without needing a modified (M) course or an individualized education plan (IEP) and finishing high school within 4 years of entering grade 9. Logistic regression model tested the association between preterm birth and primary outcome. Of 260,561 eligible adolescents, 9846 preterm (5.7 %; <28 wks = 238, 28–33 wks = 1997, 34–36 wks = 7611) and 162,660 term (≥37 weeks) adolescents were included. The median age at entering grade 9 was 14 years [13,14] among both preterm and term adolescents. The % of high school graduation was lowest among extremely preterm children (<28 wks-65 %, 28–33 wks-75 %, 34–36 wks-77 % and term-78 %). Only adolescents born <28 weeks and 28–33 wks, not 34–36 wks, had lower odds of high school graduation compared to term adolescents (<28 wks aOR: 0.49; 95 % CI: 0.37–0.66; 28–33 wks aOR: 0.78; 95 % CI: 0.69–0.88; 34–36 wks aOR: 0.96; 95 % CI: 0.90–1.02). Those needing a M course or IEP were 21 %, 7 %, 5 % and 4 % while the need for school assistance was 20 %, 5 %, 3 % and 2 % among <28 wks, 28–33 wks, 34–36 weeks and term respectively. Adolescents born extremely and very-moderate preterm had lower high school graduation rates compared to those born term in this population-based cohort. • There is limited data on high school performance of adolescents born preterm from North America. • This population-based retrospective study evaluated high school graduation among adolescents born preterm. • Extremely preterm and very-moderate preterm adolescents had lower odds of high school graduation. • Late preterm adolescents had odds similar to that of term born adolescents.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".