Physical mobility limitations in adults with intellectual disabilities: a systematic review
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
BACKGROUND: Mobility limitations increase with age in the general population. Despite a growing population of older adults with intellectual disabilities (ID), mobility is rarely studied in the ID literature. The specific aim of this study was to identify and summarise primary literature investigating mobility limitations in adults with ID. METHODS: This study was a systematic review of the epidemiological literature (incidence and prevalence) of mobility limitations among adults with ID. Four electronic databases were searched from January 1980 to May 2007 for publications according to predefined inclusion/exclusion criteria. Additional sources were consulted. Two reviewers extracted data from each of the included articles. RESULTS: Thirty-two publications representing 31 studies were ultimately included. In general, studies did not focus on mobility but were conducted for other purposes. All studies were conducted in industrialised countries. Only one study used a longitudinal design; the remainders were cross-sectional. Few investigators reported on the representativeness of the sample or the validity of the measurement tool. Study samples differed substantially and investigators used numerous definitions of mobility limiting comparability between studies. CONCLUSIONS: There is a need for increased research on mobility limitations among adults with ID, particularly longitudinal research. Researchers investigating mobility limitations should use validated measurement tools and offer detailed descriptions of the study sample and how it compares with an identifiable population.
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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 | 0.008 | 0.316 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.012 | 0.004 |
| Bibliometrics | 0.002 | 0.008 |
| Science and technology studies | 0.000 | 0.007 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.009 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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