Predictors of residential placement following a psychiatric crisis episode among children and youth in state custody.
Bibliographic record
Abstract
This study examined the extent and correlates of entry into residential care among 603 children and youth in state custody who were referred to psychiatric crisis services. Overall, 27% of the sample was placed in residential care within 12 months after their 1st psychiatric crisis screening. Among the children and youth placed in residential care, 51% were so placed within 3 months of their 1st crisis screening, with an additional 22% placed between 3 and 6 months after screening. Risk behavior and functioning, psychiatric hospitalization following screening, older age, placement type, and caregiver's capacity for supervision were associated with increased residential placement. The findings highlight the importance of early identification and treatment of behavior and functioning problems following a crisis episode among children and youth in state custody to reduce the need for subsequent residential placement. Having an inpatient psychiatric episode following a crisis episode places children at greater risk for residential placement, suggesting that the hospital is an important point for diversion programs. Children and youth in psychiatric crisis may also benefit from efforts to include their families in the treatment process.
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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 | 0.000 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".