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Record W4311784377 · doi:10.54434/candj.128

From Roots to Research: A Research Strategy for the Naturopathic Profession in Europe

2022· article· en· W4311784377 on OpenAlexaffvenue
Amie Steel, Cherie Caut, Tina Hausser

Bibliographic record

VenueCAND Journal · 2022
Typearticle
Languageen
FieldMedicine
TopicComplementary and Alternative Medicine Studies
Canadian institutionsCanadian College of Naturopathic Medicine
Fundersnot available
KeywordsNaturopathyMedicinePopulationSustainabilityPolitical scienceAcknowledgementTraditional medicinePublic relationsAlternative medicineMedical educationEnvironmental health

Abstract

fetched live from OpenAlex

Naturopathy is a traditional medicine system originating in Europe and is practiced in 108 countries worldwide, representing the most geographically diverse traditional medicine in the modern era. However, the European roots of the naturopathic profession are still prevalent, with just over half of the international population of naturopathic practitioners in European countries. Despite the history and size of the naturopathic profession in Europe, only 8.8% of the more than 2000 peerreviewed research publications produced by naturopathic researchers in the last 30 years are based on studies conducted by researchers in Europe. In 2019, representatives from the World Naturopathic Federation (WNF) European Regional Group met in Lyon, France, to develop a strategy for naturopathy research in Europe. Attendees represented naturopathic organizations in France, Belgium, Spain, Ireland, and the Czech Republic. The outcome was a co-designed strategy based on shared ideas and goals, linked to implementation activities. The goals for the first four years were: (1) Establish research capacity through research training and infrastructure; (2) Strengthen research training and infrastructure; (3) Secure continued research capacity through formalized research training in naturopathic courses; (4) Establish research-sustainability through university-level naturopathic education. While the COVD-19 pandemic has delayed the timeline of initiating this strategy, the priorities, goals, and planned activities remain the same for the WNF European Regional Group. The strategy not only reflects a vision for the future of the profession in Europe, it also reflects an acknowledgement that the European naturopathic community is not only the custodian of the historical roots of the global naturopathic profession but also has an important role to play in its future.

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)0.006
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.345
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.487
GPT teacher head0.555
Teacher spread0.069 · 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 designNot applicable
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
Published2022
Admission routes2
Has abstractyes

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