A Pilot Intervention of Multifamily Dialectical Behavior Group Therapy in a Treatment-Seeking Adolescent Population
Why this work is in the frame
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Bibliographic record
Abstract
This open pilot trial examined the feasibility of a 16-week multifamily dialectical behavior therapy (DBT) skills group adapted for a multifamily context as an addendum to treatment as usual. Psychopathology symptoms in both adolescents ( N = 13) and caregivers ( N = 16) were assessed pre- and posttreatment using multiple methods and reporters. There was a significant reduction in adolescent borderline and antisocial personality disorder symptoms as assessed by diagnostic interview, as well as a significant decrease in caregiver-reported adolescent internalizing and externalizing behaviors. However, adolescents did not self-report a significant decrease in symptoms. Results suggest that multifamily DBT skills group may be a feasible treatment in this population and speak to the importance of further research examining the implementation and dissemination of DBT with adolescents in a family context.
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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) | 0.000 | 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