{"id":"W4404507875","doi":"10.1017/s0963180124000410","title":"An Educational Framework for Healthcare Ethics Consultation to Approach Structural Stigma in Mental Health and Substance Use Health","year":2024,"lang":"en","type":"article","venue":"Cambridge Quarterly of Healthcare Ethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Health care; Reflexivity; Bioethics; Stigma (botany); Mental health; Psychology; Engineering ethics; Dehumanization; Compassion; Context (archaeology); Medical education; Medicine; Sociology; Political science; Psychotherapist; 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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02198229,0.0004951771,0.001026013,0.0005345792,0.003081381,0.0001058649,0.0004553651,0.001941515,0.00001066774],"category_scores_gemma":[0.0138643,0.0005148436,0.00009952438,0.001032407,0.0006061494,0.0008191646,0.00004459105,0.02053617,0.00001387225],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617031,"about_ca_system_score_gemma":0.02153677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02014212,"about_ca_topic_score_gemma":0.02030115,"domain_scores_codex":[0.980356,0.01261294,0.002527927,0.001384004,0.001597987,0.001521182],"domain_scores_gemma":[0.9497559,0.04518151,0.0008582636,0.0008120308,0.001613143,0.001779177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000337845,0.00008396549,0.002941613,0.01879644,0.00002282304,0.000001748019,0.3529131,0.000006594588,0.000009787599,0.6097768,0.002447548,0.01266172],"study_design_scores_gemma":[0.00380711,0.0158387,0.04722822,0.03231011,0.00004835481,0.0001304913,0.6248583,0.009687713,0.00001039437,0.2455965,0.01835197,0.002132098],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1687671,0.01163658,0.0355773,0.7716933,0.004213629,0.005992738,0.001883006,0.0002088825,0.00002742613],"genre_scores_gemma":[0.8410851,0.001629062,0.09486831,0.05947856,0.0007921062,0.0005895008,0.001301279,0.0001362226,0.0001198841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7122148,"threshold_uncertainty_score":0.9997303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1816475209403481,"score_gpt":0.5447355408726473,"score_spread":0.3630880199322992,"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."}}