{"id":"W4285403851","doi":"10.1016/j.hrthm.2022.06.001","title":"Racial and ethnic disparities in arrhythmia care: A call for action","year":2022,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; U.S. Department of Veterans Affairs","keywords":"Ethnic group; Medicine; Socioeconomic status; Health equity; Call to action; Asian americans; Racial group; Gerontology; Population; Environmental health; Pathology; Public health","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":[],"consensus_categories":[],"category_scores_codex":[0.0001301745,0.0001121488,0.0002748046,0.0001106514,0.0001743506,0.00001188027,0.00001025315,0.00004871244,0.00004669585],"category_scores_gemma":[0.0000333779,0.0001118801,0.0001079659,0.0001437115,0.00003305503,0.00005647548,0.00005654569,0.0001905971,0.000004779281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244771,"about_ca_system_score_gemma":0.00008821753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003730154,"about_ca_topic_score_gemma":0.0003693867,"domain_scores_codex":[0.9991167,0.00004210922,0.0001572054,0.0002427636,0.0001951033,0.0002461785],"domain_scores_gemma":[0.9996354,0.00006567322,0.00002778944,0.0001495455,0.00003459063,0.00008699304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01111175,0.0007801132,0.2091782,0.002559953,0.000728937,0.005052608,0.0281077,0.0006075912,0.001755131,0.004868297,0.03189094,0.7033588],"study_design_scores_gemma":[0.01053409,0.001668683,0.4966951,0.00009086559,0.0002195391,0.01002664,0.002181879,0.0004886155,0.0006484219,0.0005162776,0.4764837,0.0004461706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922259,0.003358742,0.00003547353,0.002665077,0.0004865288,0.0007818903,0.00008506838,0.00004310161,0.0003181876],"genre_scores_gemma":[0.9970724,0.0001070032,0.0003760501,0.0004668922,0.0005210181,0.0005923568,0.00008979902,0.00002283473,0.0007516478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7029126,"threshold_uncertainty_score":0.4562338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574596733845999,"score_gpt":0.3362263420551785,"score_spread":0.3004803747167185,"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."}}