Exercises and sports participation in healthy older adults with intellectual disability—A pilot study
Bibliographic record
Abstract
Background: Many adults with intellectual disabilities (ID) have low physical activity (PA). Lack of PA is a risk factor for metabolic and cardiovascular diseases, and some types of cancer. The objective of this study was to investigate the rate of PA in healthy older adults with ID. Methods: A cross-sectional analysis of baseline data. Participants were caregivers of persons with ID who were over 50 years old and living in a residential care center. A PA questionnaire and a daily rapport form were used to gather information about the type and rate of daily PA of persons with ID for 12 consecutive days. The Katz Index of Independence in Activities of Daily Living (ADL) was used to assess functional dependency. Results: Healthy older adults with ID do not engage in adequate regular PA as recommended by the US Department of Health and Human Services. Conclusion: The low participation in PA for persons with ID may be related to lack of appreciation of the benefits of PA, lack of support from their caregivers and difficulty finding experienced personnel to train them.
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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 | 0.001 | 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) | 0.000 | 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".