{"id":"W3161989193","doi":"10.1097/jom.0000000000002246","title":"Workplace Discrimination and Short Sleep Among Healthcare Workers","year":2021,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Institute for Occupational Safety and Health; National Heart, Lung, and Blood Institute","keywords":"Health care; Odds; Association (psychology); Sleep (system call); Odds ratio; Psychology; Occupational safety and health; Nursing; Medicine; Logistic regression; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071421,0.0001386296,0.0002023861,0.0004365765,0.0005588726,0.0004598097,0.0002324646,0.0003346373,0.001696504],"category_scores_gemma":[0.004584375,0.0001079308,0.0002622843,0.0002821511,0.0003365385,0.0002906099,0.0007000083,0.0004580176,0.00008627903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471187,"about_ca_system_score_gemma":0.0004951039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004999276,"about_ca_topic_score_gemma":0.008177418,"domain_scores_codex":[0.9993976,0.0002277767,0.00005833349,0.00006231767,0.0001462423,0.0001075361],"domain_scores_gemma":[0.996484,0.0007540237,0.001912406,0.00008918693,0.0002016369,0.0005587759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001049671,0.000152771,0.9940111,0.00004587963,0.00004324774,0.00003671186,0.0007139992,0.00002591359,0.0001767921,0.00002880887,0.00006387299,0.004595793],"study_design_scores_gemma":[0.000003461453,0.000152073,0.9983574,0.00003391246,0.00001252112,0.00004593763,0.001181832,0.00005024912,0.00004177048,0.00003540319,0.00008255151,0.000002919588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991719,0.000323693,0.00003054954,0.00009352038,0.000005777616,0.000004785069,0.000035676,7.426891e-7,0.000333347],"genre_scores_gemma":[0.9997512,0.00008320983,0.00003403311,0.0000222703,0.000005007395,0.000003687148,0.00002274813,3.484261e-7,0.00007760389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004999276,"threshold_uncertainty_score":0.009940386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0493792281645369,"score_gpt":0.3722752909758917,"score_spread":0.3228960628113548,"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."}}