Multisensory Stimulation for Elderly With Dementia: A 24-Week Single-Blind Randomized Controlled Pilot Study
Bibliographic record
Abstract
BACKGROUND: Dementia in the elderly is a common, debilitating condition. Residents in long-term care facilities present with a number of challenging behaviors. Pharmacological management is not always helpful. Alternative approaches are needed. METHODS: Multisensory stimulation (MSS) was developed to address sensory stimulation imbalance. In this pilot 24-week single-blinded, randomized controlled study, the authors examined the effect of MSS when given for 12 weeks in either 1 or 3 sessions per week with a control group. RESULTS: There is a trend for better outcomes as measured by daily observation scales (DOS) or Clinical Global Impression-Improvement (CGI-I) with the increase of sessions of treatment per week. This became statistically significant at weeks 8 (DOS) and 12 (CGI). This difference continued for 12 additional weeks after treatment ended. CONCLUSIONS: MSS may be a useful addition to the care of elderly patients with dementia. A larger double-blind randomized control study is required.
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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) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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".