{"id":"W2947240453","doi":"10.1001/amajethics.2019.499","title":"How Should Organizations Respond to Racism Against Health Care Workers?","year":2019,"lang":"en","type":"article","venue":"The AMA Journal of Ethic","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Okanagan College","funders":"","keywords":"Racism; Scope (computer science); Zero tolerance; Public relations; Health care; Sociology; Political science; Psychology; Nursing; Medicine; Criminology; Gender studies; Law","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003327357,0.0002012676,0.0005253687,0.0002243508,0.001100526,0.00004731644,0.0007384544,0.0003094276,0.0003648365],"category_scores_gemma":[0.001682145,0.0001306259,0.00009460404,0.001182099,0.00005996518,0.000204363,0.0001855841,0.002803974,0.0007258785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006454811,"about_ca_system_score_gemma":0.002302609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009123064,"about_ca_topic_score_gemma":0.000273666,"domain_scores_codex":[0.9954615,0.001922576,0.0009168691,0.000192895,0.0007412098,0.0007649906],"domain_scores_gemma":[0.9948422,0.001426041,0.001006068,0.0006396324,0.001586642,0.000499409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001295177,0.0001241605,0.1271446,0.001474696,0.0002019421,0.00005800274,0.3567562,0.002898284,0.0009275429,0.01019706,0.4812326,0.01768984],"study_design_scores_gemma":[0.002193595,0.001082877,0.03439237,0.005688441,0.00005431515,0.00003839647,0.2404215,0.00002876957,0.00007701197,0.00151631,0.7141176,0.0003888043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7008932,0.003558334,0.0003326282,0.2887234,0.002237446,0.001133989,0.00001462766,0.00004594687,0.003060466],"genre_scores_gemma":[0.9448965,0.0004184012,0.00114953,0.04322764,0.0007887595,0.000008138977,0.000006177277,0.00005528393,0.00944962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2454958,"threshold_uncertainty_score":0.9994966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05984141741765171,"score_gpt":0.4470026308638257,"score_spread":0.387161213446174,"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."}}