Youths' Experiences of School Re-Integration Following Psychiatric Hospitalization.
Bibliographic record
Abstract
OBJECTIVE: The purpose of this study was to report youths' experiences of school re-integration post-discharge from psychiatric hospital. No reports of school reintegration from the patient perspective could be located; hence, a second objective was to explore school-related and clinical factors associated with youth who reported an unfavourable school re-integration experiences. METHODS: Patients were recruited while in hospital for acute psychiatric care. They provided informed consent to be contacted post discharge regarding their perceptions of their school reintegration experience. About ten weeks after discharge youth were surveyed via telephone (n=40) or online (n=22) surveys. RESULTS: Of the 121 youth who agreed to be contacted after discharge, 62 youth completed the post-discharge survey. Almost half (n=29) of the youth reported that they had considerable difficulty with school reintegration. Youth reported managing social situations, academic pressures and emotions as substantial problems. Youth who reported a negative transition experience had significantly worse scores on self-reported Total and emotion subscale of the Strength and Difficulties Questionnaire, and concern about the impact of emotions on school re-entry, and significantly less psychiatrist-reported improvement than youth who reported a neutral or positive transition experience. There were no differences between the two groups on school-related variables. Youth with prior admission reported greater difficulties with peers and significantly worse clinical factors than youth without prior admissions. CONCLUSIONS: High emotional difficulty scores and concern about the impact of emotions on reintegration prior to discharge distinguished youths with negative school reintegration experiences. These patients may benefit from greater assistance with managing their emotional problems, and coping and social skills training before and during school reintegration.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".