{"id":"W2944401771","doi":"10.1002/wps.20620","title":"Recovery colleges as a mental health innovation","year":2019,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Medicine; Mental health; Psychiatry; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02395722,0.0005239262,0.0008440699,0.003326541,0.005418413,0.01536632,0.004425163,0.006172922,0.0463364],"category_scores_gemma":[0.03588464,0.0005025927,0.001695999,0.00362809,0.009861629,0.01769875,0.03234468,0.008408698,0.003711523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01261359,"about_ca_system_score_gemma":0.04315723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004383085,"about_ca_topic_score_gemma":0.00993646,"domain_scores_codex":[0.9738797,0.0162129,0.0009520979,0.001520948,0.003861443,0.003572886],"domain_scores_gemma":[0.9524648,0.02245827,0.003801433,0.002580828,0.003484597,0.01521003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001798943,0.0007552953,0.00325589,0.0133728,0.0001266564,0.0004815053,0.01801691,0.000522698,0.0003128214,0.2443554,0.1384617,0.5801584],"study_design_scores_gemma":[0.0002506321,0.000422729,0.007876118,0.02192282,0.0001250135,0.0004870943,0.02479898,0.0005575863,0.0003304156,0.07365984,0.8694447,0.0001241101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04598552,0.1353726,0.01496769,0.5479813,0.01594225,0.002194704,0.0006971365,0.001292268,0.2355666],"genre_scores_gemma":[0.6473379,0.1027184,0.03784856,0.1524949,0.009174218,0.002281099,0.0007964179,0.000589131,0.04675935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0463364,"threshold_uncertainty_score":0.1550108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08874689764124394,"score_gpt":0.4224882769448267,"score_spread":0.3337413793035827,"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."}}