{"id":"W2293958446","doi":"10.1177/070674371405900402","title":"Implementing a Continuum of Evidence-Based Psychosocial Interventions for People with Severe Mental Illness: Part 1—Review of Major Initiatives and Implementation Strategies","year":2014,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Psychological intervention; Mental illness; Psychology; Mental health; Psychiatry; Psychotherapist; Medicine; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003714808,0.0002925563,0.001558462,0.0002850523,0.0009722951,0.00001908884,0.0003326857,0.0001235814,0.0005357257],"category_scores_gemma":[0.00005401821,0.0001734267,0.000542033,0.0002670905,0.0001260161,0.0002240584,0.00002611873,0.0004670115,0.000001627493],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290879,"about_ca_system_score_gemma":0.011318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004487686,"about_ca_topic_score_gemma":0.5657166,"domain_scores_codex":[0.9950516,0.001163187,0.002731593,0.0001797737,0.0003235489,0.0005502555],"domain_scores_gemma":[0.9927822,0.0006462281,0.005545909,0.0002189677,0.0004863625,0.0003202891],"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":[0.000102598,0.00006440552,0.01285655,0.8732727,0.0005638518,4.859793e-7,0.003056887,1.205869e-7,6.532387e-8,0.005915753,0.01662267,0.08754391],"study_design_scores_gemma":[0.001432984,0.001204071,0.0004148159,0.6533598,0.00163085,0.000009930442,0.01273865,4.442427e-7,3.517408e-7,0.0008127193,0.3281751,0.0002202465],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004053765,0.9898986,0.0001562968,0.001974542,0.00188408,0.004237527,0.001281213,0.000003043363,0.0001593658],"genre_scores_gemma":[0.001583958,0.995088,0.001149495,0.0007741597,0.000541374,0.0003936446,0.0003977595,0.00004110593,0.00003045246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5612289,"threshold_uncertainty_score":0.9942869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2918537987708461,"score_gpt":0.509382888217997,"score_spread":0.2175290894471509,"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."}}