Mothers' marital history and the physical and mental health of young adults: An investigation over the early life course
Bibliographic record
Abstract
Using survey data from 12,424 adolescents and their mothers over 13 years in the nationally representative National Longitudinal Study of Adolescent Health, the purpose of this study was to examine a life course model exploring the pathways linking mothers' marital history (identified as latent classes) and young adult health outcomes. During young adulthood (Wave 4), respondents ranged in age from 19 to 32. The results demonstrated unique long-term influences of stressful marital history typologies of mothers (prior to 1995) on the physical and mental health of young adults (2008) with reference to consistently married mothers after controlling for health status in 2001. These influences operated through family processes (economic pressure and parental rejection) and adolescent psychosocial adjustment (self-esteem, academic performance, and delinquent behavior). Our findings show that vulnerable groups of youth, in terms of mothers' marital history, can be identified early for appropriate intervention efforts.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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".