The Association Between Childhood Maltreatment Subtypes and Current Suicide Risk Among Homeless Men and Women
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
This study explored self-reports of five childhood maltreatment (CM) subtypes and their associations with current suicide risk in a sample of 500 homeless persons. Participants completed the Childhood Trauma Questionnaire and the Mini-International Neuropsychiatric Interview. Individual, unique, and cumulative associations of CM subtypes and subtype combinations with suicide risk (no vs. low vs. moderate/high) were examined. In multivariate analyses, four of the five CM subtypes were associated with suicide risk in individual models, but not in a model that included all CM subtypes. The strongest associations were found for reports of multitype CM involving all five subtypes. Mental disorders and female sex were independently associated with suicide risk. Clinicians working with CM victims should be aware that homeless clients are likely to report multitype maltreatment and should assess a variety of CM experiences. Future studies need to further examine multitype maltreatment and suicidal behaviors in homeless populations with complex conditions.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 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 it