Self-Paced and Video-Based Learning: Parent Training and Language Skills in Japanese Children with ASD
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
While no exact information on the prevalence exists, it is assumed that the overall incidence of children with autism spectrum disorder (ASD) has risen every year in Japan. However, given the lack of resources and services for families of children with ASD in Japan, there is a dearth of practical guidance for the support for those families. This study examined the effects of an asynchronous training package (i.e., self-paced and video-based learning manual) to teach two Japanese mothers to implement incidental teaching. Effectiveness of the instruction was determined using a multiple-baseline design across mother–child dyads. Results indicated that the mother participants were able to implement the intervention with high fidelity over time. However, mixed effects of the mother-delivered intervention on target language behaviours were found across the child participants’ behaviours. This study adds an evidence to support that parents can be essential and efficient intervention agents for children with ASD.
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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 | 0.000 | 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) | 0.001 | 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