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Record W4416294689 · doi:10.1111/cch.70184

What Is Known About Eating Disorders and Disordered Eating in Individuals With Physical Disabilities? A Narrative Review

2025· article· en· W4416294689 on OpenAlexaff
Revi Bonder, Meaghan Walker, Alène Toulany, Amy C. McPherson

Bibliographic record

VenueChild Care Health and Development · 2025
Typearticle
Languageen
FieldPsychology
TopicEating Disorders and Behaviors
Canadian institutionsUniversity of TorontoSickKids FoundationHolland Bloorview Kids Rehabilitation Hospital
Fundersnot available
KeywordsDisordered eatingNarrative reviewEating disordersNarrativeHuman physical appearancePhysical healthMental health

Abstract

fetched live from OpenAlex

Individuals with physical disabilities may be at a high risk for developing eating disorders/disordered eating (ED/DE) and body image concerns yet are often excluded from research in this field. This has created a critical gap in our understanding of eating patterns and body image concerns among individuals with disabilities, which may impact physical and mental health outcomes long term. This narrative review explores existing literature on ED/DE and body image in individuals with physical disabilities and identifies unique factors that may increase risk. Time-sensitive, developmentally appropriate and specialized treatment options are needed to support this population.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.308
Threshold uncertainty score0.909

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.013
GPT teacher head0.342
Teacher spread0.328 · 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 designObservational
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 routes1
Has abstractyes

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