{"id":"W3158119765","doi":"10.1177/08404704211005688","title":"Healthcare leadership ethics: Time for some formal training","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Ethics in medical practice","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Health care; Context (archaeology); Ethical leadership; Engineering ethics; Military medical ethics; Argument (complex analysis); Nursing ethics; Applied ethics; Public relations; Information ethics; Psychology; Sociology; Political science; Medicine; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08691526,0.0009120227,0.001705349,0.001332233,0.01730934,0.01889103,0.003745618,0.02193724,0.03036649],"category_scores_gemma":[0.1363696,0.001094415,0.001900103,0.0008093555,0.02227183,0.01894956,0.02183969,0.04587005,0.01068905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0137685,"about_ca_system_score_gemma":0.1435916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009117936,"about_ca_topic_score_gemma":0.02072146,"domain_scores_codex":[0.9317392,0.03676965,0.002763661,0.002701816,0.01364923,0.01237642],"domain_scores_gemma":[0.6113657,0.1561357,0.01039754,0.01293676,0.04235897,0.1668053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007877187,0.0009966173,0.001957729,0.0009751358,0.00004193953,0.001417834,0.02234763,0.0003678898,0.001411374,0.07660487,0.7440866,0.1497137],"study_design_scores_gemma":[0.000150409,0.0002815004,0.005074911,0.004189768,0.00001692375,0.001634345,0.04555497,0.0004677356,0.0003185514,0.0810774,0.8610812,0.0001523316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002298036,0.003142018,0.002955277,0.9707608,0.007676889,0.00009794573,0.00001199698,0.0001800138,0.01287709],"genre_scores_gemma":[0.1801051,0.009284055,0.0367781,0.7121144,0.01849579,0.001165516,0.0002145265,0.0004700443,0.04137259],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08691526,"threshold_uncertainty_score":0.4596573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3839718435441019,"score_gpt":0.5148624752794095,"score_spread":0.1308906317353077,"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."}}