{"id":"W901204595","doi":"10.1007/s10597-015-9910-4","title":"Theoretical and Practical Considerations for Combating Mental Illness Stigma in Health Care","year":2015,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Mental Health Commission of Canada; North York General Hospital; University of Toronto","funders":"Health Canada; Mental Health Commission","keywords":"Stigma (botany); Mental illness; Psychological intervention; Mental health; Health care; Mental healthcare; Social stigma; Intervention (counseling); Set (abstract data type); Nursing; Psychiatry; Medicine; Public health; Psychology; Family medicine; Political science; Computer science; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.03780096,0.002813703,0.001216312,0.00459222,0.01409532,0.01497408,0.007282897,0.01696911,0.01933415],"category_scores_gemma":[0.04051816,0.0015845,0.001406123,0.002224114,0.05102568,0.01490989,0.01161277,0.01629687,0.002032928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01463815,"about_ca_system_score_gemma":0.0347934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005694097,"about_ca_topic_score_gemma":0.01265984,"domain_scores_codex":[0.9601105,0.03356149,0.0008670454,0.0008101681,0.003218572,0.001432353],"domain_scores_gemma":[0.9587919,0.03052903,0.002049566,0.001562711,0.003248068,0.003818707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004723819,0.0003835006,0.0003966534,0.0007559169,0.00001204211,0.0002996211,0.009769032,0.001786647,0.0001205855,0.9664912,0.006996956,0.01294059],"study_design_scores_gemma":[0.0001328627,0.0001269392,0.0004273208,0.001599372,0.00002684484,0.0003725735,0.02141142,0.002710165,0.0001769084,0.9344563,0.03851543,0.00004367316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007864545,0.005292971,0.0578226,0.7959138,0.001541966,0.001308825,0.00008199148,0.0001218022,0.1300515],"genre_scores_gemma":[0.6154004,0.01323968,0.256372,0.0815584,0.003245886,0.01507259,0.0001673996,0.0001318578,0.01481178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03780096,"threshold_uncertainty_score":0.199913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1715242145090054,"score_gpt":0.5052265226681933,"score_spread":0.333702308159188,"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."}}