Supporting Independence at Home of People with Autism Spectrum Disorder: Literature Review
Bibliographic record
Abstract
BACKGROUND.: The integration of a life environment enabling people with autism spectrum disorder (ASD) to fully exercise their independence must be well prepared. PURPOSE.: Review and describe interventions intended to develop the independence at home of people with ASD. METHOD.: The PRISMA method was used to perform a systematic review based on 19 keywords, grouped under three concepts: (a) population age (adolescents and adults), (b) diagnosis (ASD), and (c) independence. FINDINGS.: Seven effective interventions were identified in the 20 selected articles: (a) video self-modeling, (b) video modeling, (c) behavioural interventions, (d) video prompting, (e) transition planning program, (f) training in the use of a cognitive aid, and (g) social skills group. IMPLICATIONS.: The results of this review will help guide practitioners in the implementation of interventions that foster the development of independence at home of people with ASD.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 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".