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Record W2153095963 · doi:10.1080/14733145.2012.758754

Cognitive therapy for depression: Coping style matters

2013· article· en· W2153095963 on OpenAlex
Jesse Renaud, Keith S. Dobson, Martin Drapeau

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueCounselling and Psychotherapy Research · 2013
Typearticle
Languageen
FieldPsychology
TopicMental Health Research Topics
Canadian institutionsUniversité de SherbrookeUniversity of CalgaryMcGill University
Fundersnot available
KeywordsCoping (psychology)CognitionClinical psychologyPsychologyCognitive styleCognitive therapyPsychotherapistPsychiatry

Abstract

fetched live from OpenAlex

Aim: The finding by Jacobson and colleagues that there was no difference in treatment outcome for individuals treated with a complete cognitive therapy (CT) package and those receiving behavioural activation raised serious concerns about the mediational role of cognition in depression. The present study was designed to test whether the interaction between coping and cognition predicts changes in depressive symptomatology. Method: The sample ( N =30) was derived from the full CT condition of the study conducted by Jacobson and colleagues. Therapy transcripts from the third session were rated to assess cognitive errors and coping. Change in depression scores from pre‐treatment to post‐treatment was computed. Findings: Analyses demonstrated that engagement in self‐reliance and not engaging in escape coping predicted greater decreases in levels of depression after CT. Implications for practice: These findings suggest that engaging in specific types of adaptive coping strategies and avoiding maladaptive coping may be important in predicting decreases in depression for individuals who have high levels of certain cognitive errors.

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.

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)0.002
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: Empirical
Teacher disagreement score0.768
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.214
GPT teacher head0.515
Teacher spread0.300 · 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