MétaCan
Menu
Back to cohort
Record W2120872769 · doi:10.1192/pb.30.6.223

Survey of psychotherapy experience and interest among psychiatric specialist registrars

2006· article· en· W2120872769 on OpenAlex
Werner Pretorius, Rainer Goldbeck

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePsychiatric Bulletin · 2006
Typearticle
Languageen
FieldPsychology
TopicPsychiatric care and mental health services
Canadian institutionsnot available
Fundersnot available
KeywordsCompetence (human resources)Quarter (Canadian coin)PsychologyPsychotherapistMedicinePsychiatrySocial psychology

Abstract

fetched live from OpenAlex

Aims and Method A postal survey was conducted to determine what proportion of psychiatric specialist registrars working in Scotland ( n =119, excluding those specialising in psychotherapy) met the requirements for experience in psychotherapy. Since 2004, this has been a compulsory part of eligibility criteria for the MRCPsych part II examination. Results Two-thirds of those surveyed responded. One-third of respondents met the Royal College of Psychiatrists' requirements for psychotherapy experience. Half the respondents reported competence in at least one modality of psychotherapy. Four-fifths of respondents were interested in gaining further experience and training, two-thirds in developing a special interest and one-quarter in dual training, in at least one modality of College psychotherapy. There was no significant association between adherence to the requirements and self-perceived competence, qualification or the wish to gain further training and experience in psychotherapy. Clinical Implications The majority of trainees, even those interested in psychotherapy, still fail to meet College requirements. Many trainees would appreciate an opportunity to gain greater depth of psychotherapy experience, in addition to gaining broad experience of various aspects of psychotherapy as required by the College.

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 categoriesMeta-epidemiology (narrow), Insufficient 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 score0.159
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.029
GPT teacher head0.324
Teacher spread0.295 · 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