Treatment of Depressive Symptoms in Adult Survivors of Childhood Trauma
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
ABSTRACT This study examined differences in depression symptoms between four Personality Disorder (PD) groups in 123 adult survivors of abuse who completed a 6-week inpatient program for Post-traumatic Stress Disorder (PTSD). Data were collected at admission, discharge, 3-months, and 1-year post-treatment. Participants completed self-report measures at each time point. Based on Millon Clinical Multiaxial Inventory-II scores, participants were divided into four PD groups: avoidant, borderline, dependent, and histrionic. MANOVAs and ANOVAs were calculated to examine depression symptoms over time. Depression and hopelessness symptoms decreased post-treatment, and treatment gains were maintained at 1-year. Multiple regressions were calculated to determine which PD trait was the best predictor of response to treatment for depression. High dependent PD traits were the only significant predictor of lowered depression symptoms.
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 | 0.000 | 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 | 0.000 | 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