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Record W4412786097 · doi:10.1002/jgc4.70086

Experiences of having an eating disorder and perceptions of its etiology: A qualitative study to inform genetic counseling practice.

2025· article· en· W4412786097 on OpenAlexaff
Cecily Wang, Caitlin Slomp

Bibliographic record

VenuePubMed · 2025
Typearticle
Languageen
FieldPsychology
TopicEating Disorders and Behaviors
Canadian institutionsUniversity of British Columbia
FundersMGH Institute of Health Professions
KeywordsGenetic counselingPublic healthEtiologyQualitative researchPerceptionPsychotherapistEating disordersPsychologyHuman geneticsMedicineClinical psychologyPsychiatryNursingGeneticsSociologySocial science

Abstract

fetched live from OpenAlex

There has been limited research regarding how people with eating disorders (EDs) perceive the causes of these conditions. We conducted an interpretive description study to explore the perceived causes of EDs among individuals with a history of EDs, and to examine how healthcare professionals (HCPs) can provide better care for people with these conditions. We interviewed 15 diverse individuals, with emphasis on gender and racial diversity, with a history of EDs about their perceived etiologies of their EDs, what they wished the public and HCPs knew about EDs, and their thoughts on a 3-min video explaining the multifactorial etiology of EDs. After "line-by-line" coding, themes were used to inductively develop a model to describe individuals' experiences of EDs. Participants' narrative about their experiences of their EDs focused on the condition arising from multiple identity- and environment-related causes, which contributed to a negative cycle of emotions that led to feelings of isolation. Perceptions of the cause of EDs and access to treatment were influenced by systemic issues (e.g., racism, sexism), lack of knowledge about, and stigma associated with EDs. Participants wanted personalized care that acknowledges the factors they perceive to contribute to their ED. Our findings support previous work-showing that the causes of EDs are perceived to be complex, and that shame, stigma, guilt, and self-denial are barriers to treatment. It is important for HCPs to provide holistic, empathic care for people with EDs and acknowledge the systemic issues that affect EDs.

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)0.011
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.058

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.014
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0110.006
Scholarly communication0.0040.004
Open science0.0020.005
Research integrity0.0020.004
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 head0.038
GPT teacher head0.409
Teacher spread0.371 · 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 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
Published2025
Admission routes1
Has abstractyes

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