Feasibility and Preliminary Outcomes of a 6-Week Mindful Walking Program to Maintain and Improve Cognition in Adults at Risk for Alzheimer’s Disease or Other Related Dementias
Bibliographic record
Abstract
The present study examined the impact of a 6-week Mindful Walking intervention. Participants completed 30 minute walking sessions twice a week for 6 weeks. Ten older adults attended 100% of the supervised walking sessions. Pre-post comparison of the Montreal Cognitive Assessment and examination of subtests of the Montreal Cognitive Assessment did not reveal a significant change in mean scores (p.05, one-tailed). The number of steps accumulated as a result of Mindful Walking and other activities measured with the ActivPAL and change in MoCA total scores did not reach significance. Generally, the Mindful Walking program was well-liked (4 on a scale of 5) as indicated by participants' compliance with the program and an electronic survey sent at the end of the program. Future research may include longer sessions and a longer length of intervention.
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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) | 0.001 | 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".