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Record W2074174208 · doi:10.1080/10503307.2013.803628

Clinical correlates of alexithymia among patients with personality disorder

2013· article· en· W2074174208 on OpenAlex

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

VenuePsychotherapy Research · 2013
Typearticle
Languageen
FieldMedicine
TopicPsychosomatic Disorders and Their Treatments
Canadian institutionsUniversity of British ColumbiaAlberta Health ServicesUniversity of Alberta HospitalAlberta Hospital EdmontonUniversity of Alberta
Fundersnot available
KeywordsAlexithymiaPsychologyPersonalityClinical psychologyObject relations theoryBorderline personality disorderIntervention (counseling)PsychotherapistPersonality disordersConstruct (python library)Outcome (game theory)PsychiatryPsychoanalytic theorySocial psychology

Abstract

fetched live from OpenAlex

The literature portrays patients with alexithymia as unusual and difficult to treat; research to date has not clarified the nature of this condition. This study addressed associations between alexithymia and constructs relevant to clinical intervention, namely attachment, quality of object relations, emotion regulation, defense style, personality disorder, and treatment outcome. Fifty-one patients admitted to an intensive group-oriented day treatment program were recruited. Prior to therapy, patients were administered self-report and structured interview measures of predictor and outcome variables; outcome measures were re-administered at completion of the 18-week program. Alexithymia was common in this sample, with four of five patients endorsing moderate or greater problems. Associations with attachment avoidance, primitive object relations, suppression of emotional expression, use of immature defenses, and severity of borderline personality disorder were identified. Alexithymia did not, however, predict outcome. Findings are considered in terms of how the construct informs views of personality disorder.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.050
GPT teacher head0.397
Teacher spread0.347 · 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