{"id":"W2474580431","doi":"10.1080/13548506.2016.1191655","title":"Knowing so much, yet knowing so little: a scoping review of interventions that address the stigma of mental illness in the Canadian context","year":2016,"lang":"en","type":"review","venue":"Psychology Health & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychological intervention; Mental illness; Stigma (botany); Mental health; Ethnic group; Context (archaeology); Psychology; Public health; Medicine; Psychiatry; Gerontology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006537603,0.0006550619,0.003727352,0.0007138081,0.0009134373,0.00001507008,0.001477225,0.0004320568,0.002984902],"category_scores_gemma":[0.0002647647,0.0003318739,0.0005873257,0.0009192824,0.001257607,0.00008976436,0.00008371509,0.001071631,0.0000953186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005112432,"about_ca_system_score_gemma":0.001154177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06228689,"about_ca_topic_score_gemma":0.1300876,"domain_scores_codex":[0.9902826,0.003899706,0.003313195,0.0008299699,0.0005085836,0.001165924],"domain_scores_gemma":[0.9939157,0.001850571,0.002312002,0.001434842,0.0001024362,0.000384459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002142987,0.0001879711,0.0000834901,0.1474461,0.000173391,0.00002669711,0.004574107,1.824724e-9,3.303948e-8,0.0009154875,0.01687823,0.829693],"study_design_scores_gemma":[0.001132929,0.0002902203,0.0002053343,0.5682269,0.0002429363,0.0001256805,0.001014061,5.531459e-8,8.292719e-8,0.00003525335,0.428561,0.0001654936],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004665171,0.9570104,0.00001174582,0.02469365,0.004675161,0.008233589,0.0002574881,0.00001992054,0.005051343],"genre_scores_gemma":[0.002976966,0.9803883,0.000008488783,0.01393388,0.00036125,0.00154469,0.0003469343,0.00006862457,0.0003708911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8295275,"threshold_uncertainty_score":0.9999133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2315949016070401,"score_gpt":0.5563246360744042,"score_spread":0.3247297344673641,"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."}}