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Record W4315823144 · doi:10.53841/bpscpr.2011.26.2.57

Is it time we turn towards ‘third wave’ therapies to treat depression in primary care? A review of the theory and evidence with implications for counselling psychologists

2011· review· en· W4315823144 on OpenAlexaff
Salena Bhanji

Bibliographic record

VenueCounselling Psychology Review · 2011
Typereview
Languageen
FieldPsychology
TopicMindfulness and Compassion Interventions
Canadian institutionsArtificial Intelligence in Medicine (Canada)
Fundersnot available
KeywordsMindfulnessPsychotherapistThird wavePsychologyAcceptance and commitment therapyDepression (economics)Primary careEmpirical researchCognitionClinical psychologyMedicinePsychiatryIntervention (counseling)Family medicine

Abstract

fetched live from OpenAlex

Introduction The current Increasing Access to Psychological Therapies (IAPT) agenda that focuses on the widespread dissemination of CBT in primary care services is considered alongside the emergence of third wave therapies and their role in the treatment of depression. Review Theoretical models and empirical outcomes for Mindfulness-based Cognitive Therapy, Metacognitive Therapy, and Acceptance and Commitment Therapy as third wave treatments for depression are examined with implications for how mindfulness approaches can be integrated into the therapeutic work of counselling psychologists (CoPs). Conclusion Further theoretical and empirical considerations for the inclusion of third wave therapies into the IAPT agenda are discussed with suggestions for further research.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.735
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.200
GPT teacher head0.456
Teacher spread0.256 · 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 designOther design
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
Published2011
Admission routes1
Has abstractyes

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