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Record W2140927762

Integrating Yoga with Psychotherapy: A Complementary Treatment for Anxiety and Depression.

2011· article· en· W2140927762 on OpenAlexaff
Andrea L. Forfylow

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldPsychology
TopicMindfulness and Compassion Interventions
Canadian institutionsAthabasca University
Fundersnot available
KeywordsAnxietyMental healthPsychotherapistIntervention (counseling)Depression (economics)PsychologyClinical psychologyEmpirical researchPsychiatry
DOInot available

Abstract

fetched live from OpenAlex

This article addresses the empirical research on yoga as an effective, complementary, clini-cal intervention for anxiety and depression based on an examination of studies published from 2003 to 2010. There is a discussion of study findings and research limitations and suggestions for researchers and future research. Yoga appears to be an effective clinical intervention for anxiety and depression. However, more rigorous research needs to be completed to further support using yoga in mental health treatment planning. This article concludes with practical suggestions and implications for mental health professionals interested in using yoga. résumé Cet article traite la recherche empirique sur le yoga comme intervention clinique com-plémentaire effective pour l’anxiété et la dépression fondée sur une enquête des études publiées de 2003 à 2010. Une discussion des résultats des études et des limites de la recherche ainsi que des suggestions pour les chercheurs et les recherches futures sont présentées. Le yoga semble être une intervention clinique effective pour l’anxiété et la

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.785
Threshold uncertainty score0.962

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0390.000

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 head0.082
GPT teacher head0.355
Teacher spread0.274 · 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

Citations44
Published2011
Admission routes1
Has abstractyes

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