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Record W2007081366 · doi:10.1136/ebmh.7.1.20

Donepezil slows decline in daily life activities in people with moderate to severe Alzheimer’s disease and alleviates caregiver burden

2004· letter· en· W2007081366 on OpenAlexaboutno aff
Geraldine A. Hancock, Georgina Charlesworth

Bibliographic record

VenueEvidence-Based Mental Health · 2004
Typeletter
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsnot available
Fundersnot available
KeywordsDonepezilIMGMedicineActivities of daily livingCaregiver burdenDementiaPediatricsGerontologyDiseasePsychiatryInternal medicine

Abstract

fetched live from OpenAlex

Feldman H, Gauthier S, Hecker J, et al. 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. J Am Geriatr Soc 2003;51:737–44.[OpenUrl][1][CrossRef][2][PubMed][3][Web of Science][4] Q What are the effects of donepezil on activities of daily living, and social functioning in people with moderate to severe Alzheimer’s disease, and what are the effects on caregiver burden? ### ![Graphic][5]</img> Design: Randomised controlled trial. ### ![Graphic][6]</img> Allocation: Concealed. ### ![Graphic][7]</img> Blinding: Double blind. ### ![Graphic][8]</img> Follow up period: 24 weeks. ### ![Graphic][9]</img> Setting: 32 centres in Canada (22), Australia (6) and France (4). ### ![Graphic][10]</img> Patients: 290 people with moderate to severe Alzheimer’s disease (assessed using National Institute of Neurological and Communicative Disorders and Strokes-Alzheimer’s Disease and Related Disorders Association criteria), with a committed caregiver, living in the community or in assisted living facilities. Participants had standardised Mini-Mental State Examination (sMMSE) scores of 5 to 17; mean age 73 years (donepezil group), and 74 years (placebo group). Exclusions: requiring 24 hour skilled nursing care; confinement to wheelchair; and taking medications with cholinomimetic or … [1]: {openurl}?query=rft.jtitle%253DJournal%2Bof%2Bthe%2BAmerican%2BGeriatrics%2BSociety%26rft.stitle%253DJ%2BAm%2BGeriatr%2BSoc%26rft.aulast%253DFeldman%26rft.auinit1%253DH.%26rft.volume%253D51%26rft.issue%253D6%26rft.spage%253D737%26rft.epage%253D744%26rft.atitle%253DEfficacy%2Bof%2Bdonepezil%2Bon%2Bmaintenance%2Bof%2Bactivities%2Bof%2Bdaily%2Bliving%2Bin%2Bpatients%2Bwith%2Bmoderate%2Bto%2Bsevere%2BAlzheimer%2527s%2Bdisease%2Band%2Bthe%2Beffect%2Bon%2Bcaregiver%2Bburden.%26rft_id%253Dinfo%253Adoi%252F10.1046%252Fj.1365-2389.2003.51260.x%26rft_id%253Dinfo%253Apmid%252F12757558%26rft.genre%253Darticle%26rft_val_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Ajournal%26ctx_ver%253DZ39.88-2004%26url_ver%253DZ39.88-2004%26url_ctx_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Actx [2]: /lookup/external-ref?access_num=10.1046/j.1365-2389.2003.51260.x&link_type=DOI [3]: /lookup/external-ref?access_num=12757558&link_type=MED&atom=%2Febmental%2F7%2F1%2F20.atom [4]: /lookup/external-ref?access_num=000183049200001&link_type=ISI [5]: /embed/inline-graphic-1.gif [6]: /embed/inline-graphic-2.gif [7]: /embed/inline-graphic-3.gif [8]: /embed/inline-graphic-4.gif [9]: /embed/inline-graphic-5.gif [10]: /embed/inline-graphic-6.gif

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.324
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.041
GPT teacher head0.332
Teacher spread0.291 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreCommentary

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".

Quick stats

Citations1
Published2004
Admission routes1
Has abstractyes

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