MétaCan
Menu
Back to cohort
Record W4415671481 · doi:10.1177/00084174251383259

The Knowledge We Hold: Exploring Occupational Therapy's Epistemic Identity and the Balance Between Evidence and Practice

2025· article· en· W4415671481 on OpenAlexvenueno aff
Aliki Thomas

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2025
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsnot available
Fundersnot available
KeywordsOccupational therapyIdentity (music)Pluralism (philosophy)Embodied cognitionHealth careBalance (ability)Bridging (networking)Body of knowledge

Abstract

fetched live from OpenAlex

[Formula: see text]Aliki ThomasOccupational therapy has long drawn strength from its ability to integrate diverse forms of knowledge, scientific evidence, clinical expertise, patient narratives, and embodied wisdom. This lectureship explores the profession's epistemic identity: how we develop, validate, and apply knowledge in practice, and how this identity enables us to respond to complex health and social challenges. Drawing on historical and contemporary case examples, the author examines the evolution of occupational therapy knowledge, tracing shifts from intuitive, relational care to evidence-based models and toward today's epistemically pluralistic landscape. She argues that occupational therapy is not only shaped by multiple forms of knowledge but also functions as an epistemic community, one that holds authoritative, policy-relevant knowledge and contributes meaningfully to interdisciplinary networks. This identity positions occupational therapists to influence care models, policy directions, and systems transformation. However, our influence depends on epistemic humility, strategic collaboration, and a commitment to bridging research, practice, and lived experience. The author then outlines three key calls to action: (1) strengthening our knowledge base through pluralism and reflexivity; (2) amplifying our collective voice by clarifying professional identity and reducing fragmentation; and (3) increasing our policy influence through purposeful collaboration and leadership. In rapidly evolving healthcare environments, occupational therapy must assert its role not only in delivering services, but in stewarding integrated, context-sensitive knowledge that drives equity, participation, and justice.

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)0.044
metaresearch head score (Gemma)0.069
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.958
Threshold uncertainty score0.290

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0440.069
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.004
Science and technology studies0.0420.130
Scholarly communication0.0410.029
Open science0.0040.029
Research integrity0.0090.011
Insufficient payload (model declined to judge)0.0040.001

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 head0.600
GPT teacher head0.571
Teacher spread0.030 · 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.

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

Explore more

Same venueCanadian Journal of Occupational TherapySame topicOccupational Therapy Practice and ResearchFrench-language works237,207