Peer-Mediated Pivotal Response Treatment at School for Children With Autism Spectrum Disorder
Bibliographic record
Abstract
The main objective of the present study was to evaluate the efficacy of peer training in pivotal response treatment (PRT) for children with autism spectrum disorder (ASD) in their first year of school. Four 6-year-old boys with ASD and eight typically developing (TD) children (aged 4-6 years) participated in the study. A non-concurrent multiple-probe (across participants) baseline design was used. Outcomes were assessed before, immediately after, and 6 to 9 weeks following an eight-session training period. Overall, rates of peer engagement increased following training for three of the four children with ASD and rates of social initiation increased following training for two of the four children with ASD; these gains were maintained at follow-up. TD peers’ fidelity in implementing PRT techniques also improved. The present study suggests that relatively brief peer training in PRT can produce immediate and short-term sustained gains in peer-related social communication skills of children with ASD at school.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| 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 | 0.001 | 0.001 |
| 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 source (direct Gemma or distilled Codex), 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".