A Group‐Mediated Cognitive‐Behavioral intervention for Increasing Adherence to Physical Activity in Older Adults1
Why this work is in the frame
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Bibliographic record
Abstract
This study examined the efficacy of a group‐mediated cognitive behavioral intervention (GMCB) on adherence rates to physically active lifestyles in older adults. Sixty older adults were randomized to I of 3 groups: waiting list control (WLC), a standard physical activity program (SPA), or GMCB. The SPA and GMCB involved 6 months of combined center‐ and home‐based activity. Contact with participants was then terminated with a follow‐up assessment at 9 months. Results revealed that, at the 9‐month follow‐up the GMCB group had a higher frequency of weekly physical activity than the SPA group. At 6 months, both groups were more active, had higher aerobic power, and improved HRQL when compared with the control group.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it