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Record W2991682873 · doi:10.1177/0008417419831552

Quality of life: A universal or a disability specific concept?

2019· article· en· W2991682873 on OpenAlexvenueno aff
Asnat Bar-Haim Erez, Eynat Gal

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2019
Typearticle
Languageen
FieldNeuroscience
TopicAutism Spectrum Disorder Research
Canadian institutionsnot available
Fundersnot available
KeywordsQuality of life (healthcare)PsychologyUniversal designQuality (philosophy)GerontologyMedicinePsychotherapistComputer scienceEpistemologyWorld Wide Web

Abstract

fetched live from OpenAlex

BACKGROUND.: Quality of life (QoL) is an important outcome of occupational therapy practice. Autism spectrum disorder (ASD) is a neurodevelopmental disorder that impacts the individual throughout their lifespan and may substantially affect QoL. Measuring QoL of people with ASD presents a challenge and a debate whether to use general versus disability-specific adapted measures. PURPOSE.: This paper aims to (a) revisit the construct of QoL and discuss specific dilemmas pertaining to its measurement, and (b) discuss implications to the assessment of QoL in individuals with ASD while highlighting the potential contribution of occupational therapy to the development of measures. KEY ISSUES.: We suggest adding the domain of accessibility into QoL assessments, including, physical, sensory, social, and cognitive aspects, and to use disability-specific QoL measures. IMPLICATIONS.: The paper presents a call for occupational therapists to be involved in developing specific ASD disability-oriented measures that consider the unique characteristics of the disorder and environmental supports.

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)0.007
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.007
Threshold uncertainty score0.036

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0010.007
Scholarly communication0.0040.006
Open science0.0010.003
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0020.000

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 head0.228
GPT teacher head0.409
Teacher spread0.181 · 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 designTheoretical or conceptual
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

Citations18
Published2019
Admission routes1
Has abstractyes

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Same venueCanadian Journal of Occupational TherapySame topicAutism Spectrum Disorder ResearchFrench-language works237,207