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Record W2082566966 · doi:10.1136/ebmh.9.2.43

Review: cognitive behavioural therapy is more effective than control and similarly effective to pharmacotherapy for generalised anxiety disorder

2006· letter· en· W2082566966 on OpenAlexaff
R. Michael Bagby, Lena C. Quilty

Bibliographic record

VenueEvidence-Based Mental Health · 2006
Typeletter
Languageen
FieldPsychology
TopicAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes
Canadian institutionsUniversity of TorontoCentre for Addiction and Mental Health
Fundersnot available
KeywordsAnxietyPharmacotherapyMedicineWeb of sciencePsychiatryInternal medicinePediatricsMeta-analysis

Abstract

fetched live from OpenAlex

Mitte K. Meta-analysis of cognitive-behavioral treatments for generalized anxiety disorder: a comparison with pharmacotherapy. Psychol Bull 2005;131:785–95.[OpenUrl][1][CrossRef][2][PubMed][3][Web of Science][4] Q Does cognitive behavioural therapy work as effectively as pharmacotherapy for people with generalised anxiety disorder? ### ![Graphic][5] Design: Systematic review with meta-analysis. ### ![Graphic][6] Data sources: MEDLINE and PsychINFO (search date May 2002) plus hand searches of reference lists and scientific meeting abstracts. Unpublished reports were identified using the Internet and by contacting pharmaceutical companies and individual investigators. ### ![Graphic][7] Study selection and analysis: Eligible studies were controlled trials of cognitive behavioural therapy and/or pharmacotherapy for people with generalised anxiety disorder. Exclusions: not published in English or German; case studies; pharmacotherapy for <14 days; studies using CBT techniques as a control; or insufficient information to calculate effect size and other statistical data. Data were extracted on anxiety, depression, quality of life, and … [1]: {openurl}?query=rft.jtitle%253DPsychological%2Bbulletin%26rft.stitle%253DPsychol%2BBull%26rft.aulast%253DMitte%26rft.auinit1%253DK.%26rft.volume%253D131%26rft.issue%253D5%26rft.spage%253D785%26rft.epage%253D795%26rft.atitle%253DMeta-analysis%2Bof%2Bcognitive-behavioral%2Btreatments%2Bfor%2Bgeneralized%2Banxiety%2Bdisorder%253A%2Ba%2Bcomparison%2Bwith%2Bpharmacotherapy.%26rft_id%253Dinfo%253Adoi%252F10.1037%252F0033-2909.131.5.785%26rft_id%253Dinfo%253Apmid%252F16187860%26rft.genre%253Darticle%26rft_val_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Ajournal%26ctx_ver%253DZ39.88-2004%26url_ver%253DZ39.88-2004%26url_ctx_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Actx [2]: /lookup/external-ref?access_num=10.1037/0033-2909.131.5.785&link_type=DOI [3]: /lookup/external-ref?access_num=16187860&link_type=MED&atom=%2Febmental%2F9%2F2%2F43.atom [4]: /lookup/external-ref?access_num=000232450400012&link_type=ISI [5]: /embed/inline-graphic-1.gif [6]: /embed/inline-graphic-2.gif [7]: /embed/inline-graphic-3.gif

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)0.008
metaresearch head score (Gemma)0.046
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.015
Threshold uncertainty score0.048

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.046
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0150.011
Bibliometrics0.0090.011
Science and technology studies0.0010.001
Scholarly communication0.0050.003
Open science0.0020.001
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0140.001

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 head0.053
GPT teacher head0.410
Teacher spread0.356 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

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

Citations6
Published2006
Admission routes1
Has abstractyes

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