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Record W3157798569 · doi:10.36834/cmej.69739

Towards competency-based medical education in addictions psychiatry: a systematic review

2021· review· en· W3157798569 on OpenAlexaffvenue
Anees Bahji, Joshua A. Smith, Marlon Danilewitz, David Crockford, Nady el‐Guebaly, Heather Stuart

Bibliographic record

VenueCanadian Medical Education Journal · 2021
Typereview
Languageen
FieldMedicine
TopicSubstance Abuse Treatment and Outcomes
Canadian institutionsOntario Shores Centre for Mental Health SciencesUniversity of TorontoQueen's UniversityUniversity of Calgary
Fundersnot available
KeywordsCompetence (human resources)AddictionAddiction medicinePsychological interventionCurriculumInclusion (mineral)MedicinePsychologyMedical educationObservational studyPsychiatrySystematic reviewMEDLINEPedagogy

Abstract

fetched live from OpenAlex

BACKGROUND: Current curriculum guidelines for addiction training in psychiatry need to be adapted to the competency by design framework to integrate clinical skills in addiction. OBJECTIVE: We conducted a systematic review to identify curricular and educational interventions to build competency among psychiatry residents and fellows in addiction psychiatry. METHODS: We followed the PRISMA guidelines, searching five databases from inception to August 2020 for relevant evaluation-type studies exploring addiction psychiatry competency among psychiatry residents and fellows. We appraised study quality using the Joanna Briggs Institute's risk of bias tool for observational designs. RESULTS: From 1600 records, 17 studies met inclusion criteria. Addiction psychiatry competencies spanned themes involving core knowledge development; attitudinal, communication and leadership skills; screening, assessment, diagnosis; management; and special populations. Examples of effective educational interventions to enhance addiction competency include specific modules for substance use disorders and integrated clinical rotations that simultaneously combine multiple types of skills. Lived experience improved trainee attitudes towards addiction psychiatry. CONCLUSIONS: While there is current evidence supporting strategies for developing competency in addiction psychiatry, the lack of studies measuring sustained competence over a longer-term follow-up period and the absence of randomized controlled trials limit the overall strength of evidence in this review. Current psychiatry entrustable professional activities (EPAs) involving addiction only partly overlap with curriculum training guidelines and studies identified in this review. These EPAs need to be better identified for training programs, competence in those EPAs better delineated for residents and preceptors, and evaluations should be done to ensure that adequate competence in addictions is attained and sustained.

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)0.002
metaresearch head score (Gemma)0.027
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.792
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.027
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0520.000

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 head0.023
GPT teacher head0.369
Teacher spread0.346 · 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 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
Published2021
Admission routes2
Has abstractyes

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Same venueCanadian Medical Education JournalSame topicSubstance Abuse Treatment and OutcomesFrench-language works237,207