Efficacy of Donepezil on Maintenance of Activities of Daily Living in Patients with Moderate to Severe Alzheimer's Disease and the Effect on Caregiver Burden
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: ObservationalConsensus signal: Observational
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.036
- Threshold uncertainty score
- 0.241
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
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) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.244 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
OBJECTIVES: This study investigated the efficacy of donepezil treatment on activities of daily living (ADLs) and social functioning in patients with moderate to severe Alzheimer's disease (AD) and the possible benefits of this treatment on caregiving time and stress levels. DESIGN: Randomized, double-blind, placebo-controlled, multinational study. SETTING: Patients resided in the community or in assisted living facilities who did not require skilled 24-hour nursing care. PARTICIPANTS: Two hundred ninety patients with moderate to severe AD (baseline standardized Mini-Mental State Examination score of 5-17). INTERVENTION: Donepezil (5 mg/d for 4 weeks and 10 mg/d per clinician's judgment thereafter) or placebo for 24 weeks. MEASUREMENTS: ADLs were assessed using the Disability Assessment for Dementia (DAD), the modified instrumental activities of daily living (IADL) scale (IADL+), and the modified Physical Self Maintenance Scale (PSMS+). Caregiver time spent assisting patients with basic and instrumental ADLs was recorded as part of the IADL+ and PSMS+ scales. Patients' social behavior was evaluated through the use of a caregiver diary that captured observations of patients' motivation, interactions, and engagement. Caregivers were evaluated for their levels of caregiver stress with a modified, multiple-item Caregiver Stress Scale (CSS). For each outcome measure, the mean change from baseline at Week 24 using a last observation carried forward (LOCF) analysis was calculated. RESULTS: IADL+ and PSMS+ mean change from baseline scores for donepezil-treated patients showed a slower decline during the study than placebo-treated patients (Week 24 LOCF mean treatment differences: IADL+ = 6.83, P <.0001; PSMS+ = 1.32, P =.0015). Significant differences between the groups in favor of donepezil were observed on the DAD for instrumental and basic ADLs and on the three components required for the completion of each ADL: initiation, planning and organization, and effective performance. At baseline, caregivers of patients treated with donepezil (n = 141) did not differ significantly from caregivers of patients treated with placebo (n = 146) with respect to demographics or mean total scores on the CSS. At Week 24 LOCF, the overall distribution of caregiver ratings on each of the three caregiver diary items favored donepezil-treated patients over placebo-treated patients (P <.005). At Week 24 LOCF, mean change from baseline scores for CSS total and individual domain scores (all domains except caregiving competence, personal gain, and management of distress) were better for caregivers of donepezil-treated patients than for those of placebo-treated patients (CSS total, mean treatment difference = 1.82). Caregivers of donepezil-treated patients reported spending less time assisting with ADLs than caregivers of placebo-treated patients (mean difference = 52.4 min/d). CONCLUSION: Donepezil demonstrated a significantly slower decline than placebo in instrumental and basic ADLs in these patients with moderate to severe AD. The ADL benefits in AD patients treated with donepezil were associated with less caregiving time and lower levels of caregiver stress.
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.
The record
- Venue
- Journal of the American Geriatrics Society
- Topic
- Dementia and Cognitive Impairment Research
- Field
- Medicine
- Canadian institutions
- University of British Columbia Hospital
- Funders
- not available
- Keywords
- DonepezilActivities of daily livingMedicinePlaceboCaregiver burdenCaregiver stressDementiaAlzheimer's diseasePhysical therapyGerontologyDiseaseInternal medicine
- Has abstract in OpenAlex
- yes