MétaCan
Menu
Back to cohort
Record W4391951027 · doi:10.1177/00084174241228678

An Occupational Perspective on Psychedelic Therapy: A Scoping Review

2024· review· en· W4391951027 on OpenAlexvenueno aff
Gabriella Ann Hogan, Karen Elaine Wagner, Erin Tichenor, Tim Barlott

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2024
Typereview
Languageen
FieldPsychology
TopicPsychedelics and Drug Studies
Canadian institutionsnot available
Fundersnot available
KeywordsOccupational therapyPerspective (graphical)Occupational sciencePsychotherapistPsychologyClinical psychologyMedicinePsychiatryComputer science

Abstract

fetched live from OpenAlex

Background. Interest in the use of psychedelics for mental health therapy is burgeoning. Qualitative research methods are increasingly used to understand patient's experiences; however, there is a lack of literature that explores psychedelic use from an occupational perspective. Purpose. To conduct a scoping review of qualitative literature on the experiences of psychedelic use for the purpose of mental health therapy, through an occupational lens. Key Issues. Wilcock’s occupational perspective of health was employed to analyze the use of psychedelics in mental health from an occupational perspective. Despite heterogeneous therapy contexts and substances used, patients reported comparable benefits regarding occupational engagement, such as increased mindfulness and autonomy in doing, a renewed sense of being, greater motivation to grow and become, and an improved sense of connection and belonging. Implications. This review demonstrates how psychedelic use in the context of mental health support can be experienced as a meaningful occupation and may contribute to overall health. In turn, this review highlights the utility of an occupational perspective for “non-sanctioned” or stigmatized occupations like psychedelic use, as well as the need for more research on psychedelic use from an occupational perspective. Using an occupational perspective of health can help to de-stigmatize psychedelic use as a meaningful occupation, rather than a deviant one, and shed light on how psychedelics may also positively impact one's participation in everyday life and overall health.

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)0.009
metaresearch head score (Gemma)0.034
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.036
Threshold uncertainty score0.072

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.034
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0160.018
Science and technology studies0.0020.003
Scholarly communication0.0050.004
Open science0.0020.003
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.447
GPT teacher head0.578
Teacher spread0.132 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations5
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of Occupational TherapySame topicPsychedelics and Drug StudiesFrench-language works237,207