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Eating Disorders Diagnosis, Assessment, and Psychosocial Interventions

2025· book-chapter· en· W4414704658 on OpenAlexaffabout
Samara Thew, Tawanda Machingura

Bibliographic record

VenueBENTHAM SCIENCE PUBLISHERS eBooks · 2025
Typebook-chapter
Languageen
FieldPsychology
TopicEating Disorders and Behaviors
Canadian institutionsPositive Living North
Fundersnot available
KeywordsPsychosocialPsychological interventionEating disordersOccupational therapyMental healthAssociation (psychology)Bulimia nervosa

Abstract

fetched live from OpenAlex

Currently, one in five Australian children suffer from an eating disorder (ED). Eating Disorder (ED) is a severe mental health condition characterised by severe disturbances in eating behaviours, related thoughts, and emotions (American Psychiatric Association [APA], (2013)). Occupational therapists have a unique skill set to assist with the recovery of an ED. As occupational therapists, we analyse the person, occupation, and environment to provide a variety of interventions to reduce/minimize occupational performance issues (OPI). This chapter will review the diagnostic criteria for the different EDs, the occupational therapy process using the Canadian Model of Occupational Performance and Engagement (CMOP-E) and the Canadian Practice Process Framework (CPPF), and apply the learnings to a case study.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.017
Threshold uncertainty score0.043

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0130.002

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 head0.039
GPT teacher head0.374
Teacher spread0.335 · 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 designNot applicable
Domainnot available
GenreOther

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 routes2
Has abstractyes

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