The Impact of Abuse and Trauma on the Developing Child: An Evaluation of a Training Programme for Foster Carers and Supervising Social Workers
Why this work is in the frame
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Bibliographic record
Abstract
Jeanette Allen and Panos Vostanis describe the set-up and preliminary evaluation of a seven-week training programme for foster carers and supervising social workers based on attachment theory. It has long been recognised that parenting children with complex and challenging needs in a family setting is extremely demanding, with research indicating that foster carers' lack of confidence in managing such demands is a significant factor in placement breakdown. This study suggests that attachment theory provides a useful model to help carers understand and respond to the complex difficulties presented by children with a history of abuse and trauma, and that the provision of a conceptual framework may be a significant factor in improving foster carers' confidence to manage the difficulties presented by the children in their care. The clinical implications of this evaluation are discussed.
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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 | 0.002 | 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 | 0.001 | 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) | 0.000 | 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 it