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Record W4415100069 · doi:10.3109/13668250.2025.2567711

How can we support people with profound intellectual and multiple disabilities in enhancing their self-determination? A scoping review

2025· article· en· W4415100069 on OpenAlex

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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Intellectual & Developmental Disability · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsUniversité du Québec à Trois-RivièresCentre for Interdisciplinary Research in Rehabilitation
FundersFonds de recherche du Québec
KeywordsIntellectual disabilityMultiple disabilitiesAssistive technologyLearning disabilityQualitative researchInclusion (mineral)Social support

Abstract

fetched live from OpenAlex

BACKGROUND: Despite an increasing recognition of the capacity of people with profound intellectual and multiple disabilities to make decisions and act accordingly, parents and professionals lack a sufficient understanding of the concept of self-determination for people with significant disabilities. METHOD: A scoping review was conducted across several scientific databases using keywords related to profound intellectual and multiple disabilities and self-determination. RESULTS: Current representations of self-determination in people with profound intellectual and multiple disabilities focus primarily on the possibility of decision-making. Several strategies for documenting self-determined behaviours were identified, including direct observation and video recording. The results highlight various means of enhancing self-determination, such as the use of technology and life stories. CONCLUSION: People with profound intellectual and multiple disabilities can be self-determined when given the opportunity, supported by adaptations suited to their capacities, and participate in social environments that prioritise their needs.

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)0.002
metaresearch head score (Gemma)0.015
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.286
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.029
GPT teacher head0.327
Teacher spread0.298 · 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