Short-term, Intensive Neurodevelopmental Treatment Program Experiences of Parents and Their Children With Disabilities
Bibliographic record
Abstract
PURPOSE: Parents' perspectives on intervention and functional changes in children were investigated following an intensive neurodevelopmental treatment (NDT) program of 1 to 2 weeks (5 consecutive days per week; 2-4 h/d). METHODS: Thirteen parents and their children (aged 1-17 years) with neuromotor conditions participated in a short-term, intensive program conducted by NDT certified pediatric therapists. A mixed-method design was used: a qualitative phenomenological approach of inquiry for parent perspectives and a pre/posttest quasi-experimental design for weekly intervention changes using Goal Attainment Scaling and the Canadian Occupational Performance Measure. RESULTS: Through interviews, parents reported positive experiences with the intensive NDT program. Child participants demonstrated significant improvements in Goal Attainment Scaling (P < .001) and Canadian Occupational Performance Measure (P < .001) scores pre- to postintervention. CONCLUSIONS: A short-term, intensive NDT program was perceived by parents as beneficial and supported functional improvements. Valued were expert, compassionate therapists; collaboration; objective goals; home programming; and individualized intervention. Scheduling, financial support, and fatigue were difficulties.
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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 | 0.002 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 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".