Childhood Exposure to Caregiver Suicidal Behavior and Risk for Adult Suicide Attempts: Findings from a National Survey
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The objective of this study was to investigate the association between exposure to caregiver suicidality and subsequent adult suicide attempt (SA). Data came from the National Epidemiologic Survey on Alcohol and Related Conditions Wave 2 (n = 34,653). Respondents were asked if they had a caregiver attempt or complete suicide during childhood. Logistic regression examined associations between SA and caregiver suicidality. Compared to individuals with no suicidality, risk for lifetime SA was higher for individuals that were exposed to a SA (15.6%, [OR] = 5.86, 95% [CI] = 4.57-7.51) and for those who experienced a death by suicide (6.1%, [OR] = 2.08, CI = 1.32-3.26]. Associations remained significant after controlling for demographics, Axis I and II disorders and childhood adversity. Individuals with exposure to suicidality are at increased odds for SA.
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.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 it