From Exposure to Violence between Mother and Her Intimate Partner to Suicidality Experienced by Urban Adolescents in Chicago’s Southside
Bibliographic record
Abstract
Although the relationship between exposure to intimate partner violence and youths' psychological and other wellbeing has been widely studied, there is limited research about how youths' exposure to violence between mother and her intimate partner may be related to youth psychological wellbeing. The study used a sample of urban adolescents in Chicago Southbound to examine whether youths' exposure to verbal conflict between mother and her intimate partner is related to their suicidality and whether youth depression and aggression may be in between such a linkage. Our findings indicated that one-third of the youth had suicidal thoughts or suicidal/self-hurting attempts. Youths' exposure to verbal conflict between mother and her intimate partner was associated with their depressive and aggressive symptoms, and depressive symptoms subsequently were linked to suicidality. The findings also showed that youth depressive symptoms and aggressive symptoms were positively correlated, which may influence their associations with suicidality. We concluded that youth exposure to parental intimate partner violence, even comparatively mild forms such as a verbal conflict between mother and her intimate partner, may increase their risk of suicidality by worsening psychological wellbeing. The findings highlight the importance of tackling youth suicidality risks while accounting for their exposure to intimate partner violence including verbal conflicts between parents.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".