{"id":"W2886772873","doi":"10.1177/0706743718772520","title":"Advancing Integrated Care through Psychiatric Workforce Development: A Systematic Review of Educational Interventions to Train Psychiatrists in Integrated Care","year":2018,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Queen's University; McMaster University; University of Toronto; University of Saskatchewan; St. Michael's Hospital","funders":"American Association of Directors of Psychiatric Residency Training","keywords":"Psychological intervention; Workforce; Mental health; Medicine; MEDLINE; Medical education; Nursing; Grey literature; Health care; Quality (philosophy); Best practice; Integrated care; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01332741,0.001240969,0.007280547,0.00855573,0.0009047648,0.002877055,0.002336973,0.001796557,0.004663347],"category_scores_gemma":[0.06033567,0.0008883304,0.007768434,0.008997356,0.0009801787,0.002429655,0.001872134,0.001771965,0.0002976867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005873499,"about_ca_system_score_gemma":0.02137192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049599,"about_ca_topic_score_gemma":0.03538085,"domain_scores_codex":[0.989336,0.004354321,0.00340741,0.0006769205,0.001903739,0.000321507],"domain_scores_gemma":[0.9529499,0.03519884,0.007263465,0.0005593523,0.00331077,0.0007177095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003328647,0.00006130966,0.0005831239,0.9354199,0.006983893,0.0000529852,0.0003124233,0.00009211984,0.00008606698,0.0001653685,0.0008285368,0.05508144],"study_design_scores_gemma":[0.0004795053,0.0003163468,0.003063817,0.9446214,0.0423154,0.000117195,0.0003910008,0.00008636282,0.0001453329,0.000177434,0.008260699,0.0000253936],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002161344,0.9958176,0.0002303065,0.0003453372,0.0001229551,0.000721728,0.0002468894,0.00001235288,0.0003414623],"genre_scores_gemma":[0.02373376,0.9724367,0.001334047,0.0005950701,0.00007350227,0.001542778,0.0001811204,0.000008127409,0.00009485919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01332741,"threshold_uncertainty_score":0.07048291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04823182331839685,"score_gpt":0.4119804768472386,"score_spread":0.3637486535288417,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}