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Record W4394610106 · doi:10.1080/20473869.2024.2327777

Action priorities to facilitate planning of the transition to adulthood of young people with profound intellectual disability

2024· article· en· W4394610106 on OpenAlexaff
Camille Gauthier‐Boudreault, Frances Gallagher, Mélanie Couture

Bibliographic record

VenueInternational Journal of Developmental Disabilities · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsUniversité de SherbrookeUniversité du Québec à Trois-Rivières
Fundersnot available
KeywordsPsychologyIntellectual disabilityAction (physics)Transition (genetics)Developmental psychologyYoung adultPsychiatry

Abstract

fetched live from OpenAlex

Objectives: It is essential for parents and professionals to be engaged in identifying and developing solutions that facilitate the transition to adulthood of young people with profound intellectual disability. However, most of them are dissatisfied in various ways with the current services available. To date, there is a paucity of literature guiding the development of solutions to meet the needs of young people with profound intellectual disability, their parents and their professionals. This study aimed to understand actions priorities to facilitate transition planning for young people with profound intellectual disability according to parents and professionals. Methods: Parents and professionals from the education, health and community sectors participated in a three-stage prioritization process. Results: The multistage methodological process for obtaining the viewpoints of parents and professionals involved in the planning of the transition to adulthood appear to be a relevant and realistic method. Both parents and professionals prioritized solutions in the informational and material support categories. They identified the creation of a transition guide and support for the development of meaningful activities for individuals with profound intellectual disability as the most feasible and important solutions. Both also highlighted the need to increase the number of places in day activity centres and to have a one-stop-shop for both information and guidance from a single actor during transition process. Conclusions: Parents and professionals had similar action priorities, which pointed to the most interesting ways forward to develop in future studies of the transition to adulthood of young people with profound intellectual disability.

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)0.001
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.050
Threshold uncertainty score0.362

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.066
GPT teacher head0.349
Teacher spread0.283 · 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.

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
Published2024
Admission routes1
Has abstractyes

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