{"id":"W3049764225","doi":"10.1007/s11126-020-09809-3","title":"Stigma in Healthcare? Exploring the Knowledge, Attitudes, and Behavioural Responses of Healthcare Professionals and Students toward Individuals with Mental Illnesses","year":2020,"lang":"en","type":"review","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Autism Canada","funders":"","keywords":"Mental health; Health care; Perception; Stigma (botany); Psychology; Mental healthcare; Health professionals; Nursing; Medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006728824,0.0006325977,0.001717878,0.0004675153,0.0003628032,0.00007670078,0.0005368597,0.0002329607,0.00003020722],"category_scores_gemma":[0.000006912506,0.0003884537,0.0001237119,0.0008196555,0.0001576801,0.0001858182,0.0001181764,0.0006993306,0.00001802937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291299,"about_ca_system_score_gemma":0.0002804215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184236,"about_ca_topic_score_gemma":0.0009453141,"domain_scores_codex":[0.9953457,0.001458197,0.001248034,0.0008601884,0.0005098463,0.0005781007],"domain_scores_gemma":[0.9979784,0.0005215015,0.0007433181,0.0004102781,0.00005054341,0.000295946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002174556,0.000743141,0.1918954,0.01605206,0.000192921,0.00002671356,0.01307532,9.94371e-10,7.702017e-9,0.0003472659,0.000290709,0.777159],"study_design_scores_gemma":[0.005947554,0.008415533,0.7897363,0.02693365,0.001284937,0.0003816009,0.01541471,2.356481e-7,2.548903e-7,0.0002032836,0.1501811,0.001500822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1711988,0.8209225,3.822665e-7,0.002787244,0.001501516,0.003234925,0.0003007616,0.0000326861,0.00002123156],"genre_scores_gemma":[0.2244279,0.7729312,0.00008963027,0.0001393384,0.0001769128,0.001904896,0.0001132285,0.0000748645,0.0001420696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7756581,"threshold_uncertainty_score":0.9998567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137671010462042,"score_gpt":0.4569657527649702,"score_spread":0.343198651718766,"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."}}