{"id":"W2004395449","doi":"10.1111/j.1365-2850.2009.01399.x","title":"Stigma, negative attitudes and discrimination towards mental illness within the nursing profession: a review of the literature","year":2009,"lang":"en","type":"review","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":405,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Health Sciences Centre; Douglas College","funders":"","keywords":"Mental illness; Stigma (botany); Schulze method; Psychiatry; Nursing; Mental health; Medicine; Social stigma; Psychology; Family medicine; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001295179,0.0004545331,0.001485931,0.000226665,0.001143693,0.00005553826,0.0003369559,0.0002047139,0.00002339015],"category_scores_gemma":[0.00001723377,0.0002171379,0.0003523714,0.0006986911,0.00027877,0.0002312307,0.00003587213,0.0009538615,7.465804e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005707857,"about_ca_system_score_gemma":0.0004362373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002863632,"about_ca_topic_score_gemma":0.000005997388,"domain_scores_codex":[0.9958317,0.001180488,0.001729912,0.0003316164,0.0005587007,0.0003675914],"domain_scores_gemma":[0.995693,0.0001092483,0.003618271,0.0002624177,0.00009131523,0.0002256977],"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":[0.0000998282,0.0005122588,0.00003320204,0.04876125,0.00007680617,0.000002434813,0.0131559,9.106517e-9,4.704493e-8,0.0005563039,0.006864238,0.9299377],"study_design_scores_gemma":[0.001519041,0.001172396,0.002360195,0.9393896,0.001035498,0.002048752,0.007930076,0.000001230337,8.836967e-7,0.0007672951,0.04343773,0.0003372849],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005814022,0.9782219,0.000005870461,0.01187316,0.006018415,0.002650915,0.00006883181,0.0000063372,0.0005731529],"genre_scores_gemma":[0.0020637,0.9958354,0.0004327733,0.0008458978,0.000509344,0.00002357751,0.00003646496,0.00003055113,0.0002223265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9296004,"threshold_uncertainty_score":0.8854626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082236869266613,"score_gpt":0.4616357051984876,"score_spread":0.4208133365058215,"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."}}