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Record W4366528394 · doi:10.3109/13668250.2023.2193135

Families’ perspectives on the process of community transitions of individuals with severe intellectual and developmental disabilities

2023· article· en· W4366528394 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 · 2023
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsSt.AmantUniversity of Manitoba
FundersMitacsWinnipeg Foundation
KeywordsIntellectual disabilityPsychologyProcess (computing)Transition (genetics)Grounded theoryDevelopmental psychologyQualitative researchGerontologyMedicinePsychiatrySociology

Abstract

fetched live from OpenAlex

BACKGROUND: Deinstitutionalisation refers to the transition of individuals with intellectual and developmental disabilities from large institutions to smaller homes in the community. The purpose of this study was to explore how family members of persons with intellectual and developmental disabilities perceived their loved ones' community transition process. METHOD: Eight family members of persons with severe or profound intellectual and developmental disabilities formerly residing at the complex care facility of St.Amant participated in semi-structured interviews. Interview transcripts were analysed thematically using an iterative inductive process and constant comparative method. RESULTS: Three main themes emerged from the family members' accounts of their loved ones' community transitions process: 1) families' initial reactions, 2) strengths, and 3) challenges. CONCLUSIONS: Initial reactions of family members to learning about the community transitions process were varied. Family members' perspectives inform deinstitutionalisation efforts by highlighting facilitators such as adequate involvement, and barriers such as, unanticipated delays, to the community transitions process.

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)0.003
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.033
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.005
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.060
GPT teacher head0.339
Teacher spread0.279 · 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