MétaCan
Menu
← Back to cohort
Record W7117312719 · doi:10.1002/alz70858_103317

Engaging Youth in a Co‐Design Process for Development of a Young Dementia Supporter Toolkit

2025· article· en· W7117312719 on OpenAlexaffabout
Kathy Hickman, Laura E. Middleton, Phyllis Fehr, William Heibein

Bibliographic record

VenueAlzheimer s & Dementia · 2025
Typearticle
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsResearch Institute for AgingUniversity of WaterlooAlzheimer Society of Canada
Fundersnot available
KeywordsDementiaSupporterGeneral partnershipStigma (botany)Independent livingMental healthHealth carePresentation (obstetrics)

Abstract

fetched live from OpenAlex

Dementia-friendly communities are places where people living with dementia and their care partners are understood, respected and supported. It is an environment where they feel more confident and able to participate in all aspects of community life because community members are educated about dementia and know how to engage with and support someone living with the condition. This begins with our youth. By creating supportive and inclusive communities of young people who understand the experience of dementia and the impact of ageism and stereotypes, we can change attitudes before stigma begins and have a long-term impact on mental and social health and wellness of older adults living with dementia. The Alzheimer Society of Ontario (ASO) in partnership with the Murray Alzheimer Research and Education Program (MAREP) at the Schlegel-UW Research Institute for Aging (RIA) brought together a co-design team of youth aged 9 to 16, people living with dementia, care partners, teachers, Alzheimer Society staff and researchers to develop a Young Dementia Supporter Toolkit. The toolkit was designed over xx virtual Zoom meetings and one full-day in-person workshop. The end product was a toolkit for youth, aged 9-12 that equips young people with an understanding of dementia and practical strategies to tackle stigma and support people living with dementia in their families, local communities and beyond by becoming dementia supporters. This presentation will share the co-design process, the contents of the Young Dementia Supporter Toolkit, pilot test feedback results from youth volunteers, and evaluation of the development process including the experiences of co-design team members. Project leads and co-design team members will present the findings.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.022
metaresearch head score (Gemma)0.029
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.022
Threshold uncertainty score0.117

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.029
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0030.003
Scholarly communication0.0040.003
Open science0.0020.006
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.002

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 head0.068
GPT teacher head0.365
Teacher spread0.296 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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

Citations0
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueAlzheimer s & Dementia→Same topicDementia and Cognitive Impairment Research→French-language works237,207→