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Record W4313366766 · doi:10.1097/mc9.0000000000000033

TCM in Canada: Health Care and the Importance of Alternative Medicines that Complement Medical Practice

2022· article· en· W4313366766 on OpenAlexaffabout
Honoré France

Bibliographic record

VenueChinese Medicine and Culture · 2022
Typearticle
Languageen
FieldMedicine
TopicComplementary and Alternative Medicine Studies
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsEthnic groupPerspective (graphical)CertificationTraditional Chinese medicineImmigrationAlternative medicineHealth careMedicineComplement (music)Traditional medicineFamily medicinePublic relationsPolitical scienceLaw

Abstract

fetched live from OpenAlex

This article explores the introduction and growth of traditional Chinese medicine (TCM) through the lens of Chinese immigration to Canada. It further explores how it has spread to other cultural groups in Canada. Several theories are described to explain why it has attracted attention by non-Chinese ethnicities: the interest in organic and nature-based approaches, the underfunding health care, lack of family doctors, expensive drugs from big pharmaceutical companies, and respect for Chinese cultural practices. The regulatory practice of TCM is described along with the organization, types of educational program and certification as well as a patient’s perspective of TCM treatment.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.641
Threshold uncertainty score0.676

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.028
GPT teacher head0.358
Teacher spread0.330 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations2
Published2022
Admission routes2
Has abstractyes

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