MétaCan
Menu
Back to cohort
Record W3123889380 · doi:10.3917/spub.204.0375

Le Plan Alzheimer québécois, un plan basé sur les soins primaires

2020· article· fr· W3123889380 on OpenAlex
Geneviève Arsenault‐Lapierre, Claire Godard‐Sebillotte, Nadia Sourial, Yves Couturier, Pierre Bouchard, Laura Rojas‐Rozo, Colette Pilon, Howard Bergman, Isabelle Vedel

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueSanté Publique · 2020
Typearticle
Languagefr
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsUniversité de MontréalUniversité de SherbrookeCentre Hospitalier de l’Université de MontréalMcGill UniversityInstitut National de la Recherche Scientifique
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

Many countries have answered the call from the World Health Organization, and developed or implemented Alzheimer Plans. Some plans anchored the majority of the care for persons living with dementia in specialized care settings, while others anchored it in primary care. In this article we present the Quebec Alzheimer Plan, which is being implemented in Family Medicine Groups, primary care interdisciplinary clinics, across the Canadian province. The Quebec Alzheimer Plan aims to enable primary healthcare teams of physicians, nurses and/or social workers to provide access to personalized, coordinated assessment and treatment services for people living with dementia and their caregivers. The Quebec Alzheimer Plan enables and empowers primary care clinicians to detect, diagnose, treat and follow-up the vast majority of patients/caregivers. A major strength of the Quebec Alzheimer Plan strategy is the embedded evaluation to inform implementation and its flexibility to allow local adaptations. We are discussing that it is feasible and advantageous to anchor dementia care in an interprofessional primary care setting.

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.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.523
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.046
GPT teacher head0.295
Teacher spread0.249 · 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