Therapeutic residential care with children and youth: developing evidence-based international practice
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Therapeutic Residential Care For Children and Youth takes a fresh look at therapeutic residential care as a powerful intervention in working with the most troubled children who need intensive support. Featuring contributions from distinguished international contributors, it critically examines current research and innovative practice and addresses the key questions: how does it work, what are its critical “active ingredients” and does it represent value for money? The book covers a broad spectrum of established and emerging approaches pioneered around with world, with contributors from the USA, Canada, Scandinavia, Spain, Australia, Israel and the UK offering a mix of practice and research exemplars. The book also looks at the research relating to critical issues for child welfare service providers: the best time to refer children to residential care, how children can be helped to make the transition into care, the characteristics of children entering and exiting care, strategies for engaging families as partners, how the substantial cost of providing intensive is best measured against outcomes, and what research and development challenges will allow therapeutic residential care to be rigorously compared with its evidence-based community-centered alternatives. Importantly, the volume also outlines how to set up and implement intensive child welfare services, considering how transferable they are, how to measure success and value for money, and the training protocols and staffing needed to ensure that a programme is effective. This comprehensive volume will enable child welfare professionals, researchers and policymakers to develop a refined understanding of the potential of therapeutic residential care, and to identify the highest and best uses of this intensive and specialized intervention.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.003 | 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