Investigating the efficacy of an attention training programme in children with foetal alcohol spectrum disorder
Bibliographic record
Abstract
OBJECTIVE: The current study investigated the efficacy of a direct intervention programme aimed at improving attention abilities in children with foetal alcohol spectrum disorder (FASD). METHODS: The Computerized Progressive Attention Training (CPAT) program is an intervention which targets proposed attention networks. CPAT task difficulty automatically adjusts based on participant performance. Ten children aged 6-15 with FASD completed an average of 16 hours of intervention over ~9 weeks at school, aided by a research assistant providing metacognitive strategies and support. RESULTS: Pre- and post-intervention assessments indicate significant improvement on several attention measures including sustained attention and selective attention. In addition, several measures of spatial working memory, math fluency, and reading fluency also significantly increased, suggesting that better attention leads to better cognitive performance. CONCLUSION: Results provide support for the use of computerized attention training materials as part of an effective intervention for cognitive performance in children with FASD.
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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 | 0.000 | 0.001 |
| 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) | 0.000 | 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 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".