A Group Intervention to Promote Healthy Self-Concepts and Guide Recovery in First Episode Schizophrenia: A Pilot Study.
Bibliographic record
Abstract
The stress associated with managing a first episode of schizophrenia and the secondary psychological sequelae may predispose young people to the phenomenon of illness engulfment, whereby personal identity is lost and replaced with a sense of self defined entirely by the illness. The overall objective of this pilot project was to provide an initial evaluation of the impact of a novel group intervention targeting improvement of self-concept (engulfment) and overall quality of life for young adults recovering from a first episode of schizophrenia. Fifty-two young adults diagnosed with a DSM-IV schizophrenia spectrum disorder were sequentially assigned to either a 12-week group intervention that provided members with opportunities to attain healthy self-concepts or a control group that received high quality treatment as usual. The two groups were compared on pretreatment, post-treatment, and 3-month post-treatment measures of engulfment, quality of life, and psychiatric symptoms. Allowing for dropouts, 26 subjects remained in the treatment group and 14 subjects in the control group after the 3-month follow-up. Participants in the treatment group demonstrated significant improvement in engulfment, quality of life (intrapsychic subscale) and symptoms, while the comparison group did not change. These preliminary results provide support for the benefits of a group intervention designed to enhance self-concept and to minimize the engulfing effects of illness.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".