{"id":"W3112727118","doi":"10.1177/0840470420973051","title":"Authentic and ethical leadership during a crisis","year":2020,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Ethics in medical practice","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Health Sciences Centre","funders":"","keywords":"Disappointment; Distrust; Ethical leadership; Assertion; Public relations; Humility; Psychology; Health care; Cynicism; Social psychology; Political science; Law; Psychotherapist","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002584989,0.0001883898,0.0002897478,0.00009046225,0.001714696,0.00002100747,0.0002622496,0.0006086502,0.0004625198],"category_scores_gemma":[0.00189046,0.0001813097,0.0000522055,0.0003070213,0.0001367272,0.00009102151,0.0006338081,0.007387843,0.0006827738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213923,"about_ca_system_score_gemma":0.00007643631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202244,"about_ca_topic_score_gemma":0.0001744407,"domain_scores_codex":[0.9949772,0.002184839,0.0006105903,0.0005605756,0.0006741881,0.0009925506],"domain_scores_gemma":[0.9974127,0.001281327,0.0001928474,0.0003588157,0.00009521847,0.0006591041],"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":[0.0003984841,0.00005175915,0.02697788,0.02977845,0.0001580252,0.0002849395,0.0325147,0.000001579985,0.00002023453,0.758002,0.1452797,0.006532236],"study_design_scores_gemma":[0.004169404,0.0004385287,0.0355302,0.001741161,0.0002369337,0.00001005023,0.5999534,0.0008093892,0.00001687266,0.0657984,0.2904455,0.0008501195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01138596,0.0005788463,0.001173812,0.9720096,0.0005682796,0.001122653,0.000005818919,0.0003184037,0.01283664],"genre_scores_gemma":[0.752938,0.0004025809,0.0009406395,0.244503,0.0002290819,0.0001094398,0.000005572635,0.00003491113,0.0008367877],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.741552,"threshold_uncertainty_score":0.9995849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2096595882088376,"score_gpt":0.4709564988902102,"score_spread":0.2612969106813726,"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."}}