MétaCan
Menu
Back to cohort
Record W4409381226 · doi:10.15173/cjae.v5i1.5902

Autism-Informed Mindfulness

2025· article· en· W4409381226 on OpenAlexaboutno aff
Jan A. Wozniak, Sue Hutton

Bibliographic record

VenueCanadian Journal of Autism Equity · 2025
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsnot available
Fundersnot available
KeywordsAutismMindfulnessPsychologyPsychotherapistClinical psychologyPsychiatry

Abstract

fetched live from OpenAlex

Within Canada, there remains a continuing need for neurodiversity-affirming and community-informed programs and interventions for autistic adults. Over the past year, we—a late-diagnosed autistic adult practicing mindfulness and a mindfulness teacher interested in autism with extensive involvement in the autism community—have co-delivered mindfulness sessions to autistic adults, including self-diagnosed and formally diagnosed persons, using a synchronous virtual format. The manualized intervention outlined in this paper was initially designed and implemented by Lunsky and colleagues (2022). In this experiential commentary, we reflect on our experiences delivering this program and why collaborative partnerships like this are important for those intending to work with autistic individuals in clinical and therapeutic settings. Specifically, we highlight the tools and strategies we implemented within our formal and informal mindfulness practices to ensure that participants had their social and sensory needs met throughout the duration of our six-week program. Additionally, we discuss what we learned while co-facilitating autism-informed mindfulness and our recommendations for fellow practitioners moving forward.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.615
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0090.000

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 head0.056
GPT teacher head0.394
Teacher spread0.338 · 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.

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

Explore more

Same venueCanadian Journal of Autism EquitySame topicFamily and Disability Support ResearchFrench-language works237,207