{"id":"W1999357664","doi":"10.7870/cjcmh-2009-0020","title":"The Development of a Recovery-Oriented Mental Health System in Canada: What the Experience of Commonwealth Countries Tells Us","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Mental health; Commonwealth; Restructuring; Commission; Workforce; Mental illness; Public relations; Psychology; Nursing; Political science; Economic growth; Medicine; Psychiatry; Economics; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004004519,0.0003918254,0.0005110666,0.0009663394,0.03532498,0.009871864,0.0021926,0.003094615,0.003579937],"category_scores_gemma":[0.01059463,0.0003955215,0.0004534884,0.003144115,0.0175716,0.003954397,0.006316737,0.005783944,0.0002298286],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1566096,"about_ca_system_score_gemma":0.3227035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967032,"about_ca_topic_score_gemma":0.998102,"domain_scores_codex":[0.9914063,0.001465926,0.0002033227,0.0003616401,0.002200845,0.004362036],"domain_scores_gemma":[0.9874914,0.001863699,0.0008199314,0.0003105289,0.004024317,0.00549017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001991554,0.0002593757,0.08417245,0.001757152,0.0001277952,0.005811389,0.4371684,0.002328489,0.001452873,0.195844,0.1062988,0.1645802],"study_design_scores_gemma":[0.00004605121,0.0001256406,0.07395683,0.001468716,0.00006937999,0.0009653654,0.5187464,0.0008441909,0.0006771598,0.007849725,0.3949308,0.0003197008],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4936559,0.01782505,0.001780747,0.349171,0.0009340034,0.0001432888,0.0004733084,0.0001089062,0.1359078],"genre_scores_gemma":[0.9661773,0.008826412,0.001160821,0.01418612,0.00005994286,0.00003336256,0.0001233842,0.00004190161,0.009390848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8433905,"threshold_uncertainty_score":0.9782134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107589184115131,"score_gpt":0.372940132851756,"score_spread":0.2621812144402429,"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."}}