{"id":"W1452039456","doi":"10.1177/070674371405901s05","title":"Opening Minds in Canada: Targeting Change","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; University of Calgary; Mental Health Commission of Canada","funders":"","keywords":"Stigma (botany); Mental illness; Psychological intervention; Mental health; Cornerstone; Psychology; Public relations; Best practice; Medical education; Nursing; Psychiatry; Medicine; Political science","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":[0.007420276,0.0005264279,0.0007023581,0.00242936,0.01358073,0.004843304,0.004197033,0.002278631,0.006943733],"category_scores_gemma":[0.01847365,0.0003938877,0.00118177,0.00372228,0.006057714,0.002172853,0.006889922,0.003690538,0.0002370255],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2293474,"about_ca_system_score_gemma":0.4778522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916854,"about_ca_topic_score_gemma":0.9952762,"domain_scores_codex":[0.990961,0.001811013,0.0002404929,0.0006259548,0.002981395,0.003380092],"domain_scores_gemma":[0.9853786,0.001749471,0.0007270969,0.0003570418,0.004852759,0.00693504],"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":[0.0004230913,0.0008601086,0.05799074,0.006883517,0.000228253,0.0009663395,0.03907193,0.001237355,0.001439691,0.1027938,0.1577099,0.6303953],"study_design_scores_gemma":[0.0004121799,0.0005770383,0.3138893,0.008947753,0.0003626609,0.0004417322,0.07650876,0.002025359,0.001876714,0.02353008,0.5711335,0.0002948781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3125001,0.06863193,0.004727348,0.4271683,0.006118488,0.001654244,0.003423379,0.0005378604,0.1752384],"genre_scores_gemma":[0.9060436,0.02266097,0.008428229,0.03826539,0.0003242996,0.0008930849,0.0008705831,0.0001278087,0.02238595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2293474,"threshold_uncertainty_score":0.8938478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616589522114937,"score_gpt":0.3036153483446074,"score_spread":0.267449453123458,"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."}}