Distribution and characteristics of in-patient child and adolescent mental health services in England and Wales
Bibliographic record
Abstract
Background Little is known about the current state of provision of child and adolescent mental health service in-patient units in the UK. Aims To describe the full number, distribution and key characteristics of child and adolescent psychiatric in-patient units in England and Wales. Method Following identification of units, data were collected by a postal general survey with telephone follow-up. Results Eighty units were identified; these provided 900 beds, of which 244 (27%) were managed by the independent sector. Units are unevenly distributed, with a concentration of beds in London and the south-east of England. The independent sector, which manages a high proportion of specialist services and eating disorder units in particular, accentuates this uneven distribution. Nearly two-thirds of units reported that they would not accept emergency admissions. Conclusions A national approach is needed to the planning and commissioning of this specialist service.
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How this classification was reachedexpand
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 | 0.001 | 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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".