Amount and Focus of Physical Therapy and Occupational Therapy for Young Children with Cerebral Palsy
Bibliographic record
Abstract
The aims of this study were to describe physical therapy (PT) and occupational therapy (OT) services for a cohort of 399 children with cerebral palsy (CP), 2-6 years old, residing in the United States and Canada. Parents completed a services questionnaire by telephone interview. Therapists classified children's Gross Motor Function Classification System (GMFCS) level. Mean minutes per month of PT and OT were greater for children receiving services in both an educational and clinic setting. Mean minutes per month of PT and OT were greater for children in levels IV-V than children in level I and greater for children in the United States than children in Canada. Parents reported that interventions focused a moderate to great extent on primary impairments, secondary impairments, activity, and structured play activities, a moderate extent on environmental modifications and equipment; and a moderate to small extent on self-care routines. The results support the importance of coordination of PT and OT services.
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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 | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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".