A feasibility study comparing a web‐based intervention to a workshop intervention for caregivers of adults with eating disorders
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
OBJECTIVE: To assess for the validity of a future trial, the current feasibility study aimed to compare the feasibility and efficacy of a web- and workshop-based education intervention for caregivers of adults with eating disorders. METHODS: Psychoeducation was provided to caregivers, who were randomly assigned to a web or workshop condition. Independent samples t tests were conducted to analyse the between-group effect sizes for intervention condition with regard to change over time. A random selection of participants from each intervention provided qualitative feedback about their experiences. RESULTS: Overall, participants reported positive experiences in both education interventions. From baseline to the end of intervention, small between-group effect sizes were observed for changes in caregiver accommodation, problem-solving abilities, the quality of psychological health, and the quality of social relationships, favouring the web-based intervention, and changes in expressed emotion in the family context, caregiver burden, perceived stress, and the quality of the environment, supporting the workshop intervention. CONCLUSIONS: There was a difference in initial feasibility of the web intervention. A future large-scale trial of these interventions is supported by the results of this feasibility study.
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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) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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