Health Related Quality of Life of Off-Road Vehicle Riders
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: Alternative forms of physical activity are becoming increasingly popular, but little is know about the effects of habitual involvement in these activities on health-related quality of life (QOL). Purpose: The purpose of this study was to characterize the heath-related QOL of Canadians who habitually participate in recreational off-road vehicle riding. A secondary purpose was to compare the levels of mental and physical functioning QOL of recreational off-road vehicle riders to Canadian population norms and determine whether differences exist among genders, age categories and vehicle types. Methods: Habitual participants in recreational off-road vehicle riding were questioned regarding QOL using the Medical Outcomes Study SF-36 questionnaire. Responses were compared between groups and to normative data. Results: SF-36 mental function (54.5) and physical function (55.4) scores of off-road riders were higher than Canadian norms (51.7 and 50.5, respectively). Conclusions: Off-road riders have high levels of mental and physical functioning QOL. Given their higher physical function, off-road motorcycle riders are less likely than all terrain vehicle riders or the general population to have physical limitations or health problems.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 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) | 0.002 | 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 it