{"id":"W3191888330","doi":"10.1111/hdi.12976","title":"End‐stage kidney disease patients from ethnic minorities and mortality in coronavirus disease 2019","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Dialysis; Hemodialysis; Hazard ratio; Internal medicine; Kidney disease; Case fatality rate; Proportional hazards model; Comorbidity; Mortality rate; End stage renal disease; Epidemiology; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007378922,0.0002009884,0.0003309478,0.0006189396,0.0007247094,0.000844,0.0003340769,0.0004242945,0.002058745],"category_scores_gemma":[0.001702688,0.0001694146,0.0004770854,0.0009844786,0.0002428262,0.000610496,0.001015526,0.0006474979,0.0002824781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004826528,"about_ca_system_score_gemma":0.0005153642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283371,"about_ca_topic_score_gemma":0.01694385,"domain_scores_codex":[0.9995102,0.0001211006,0.0000648549,0.00008250374,0.0000983166,0.000123106],"domain_scores_gemma":[0.9989705,0.00006066369,0.0005654179,0.00003095722,0.0001013519,0.0002711622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003129378,0.00001559362,0.9990878,0.000007705217,0.00001794411,0.00004015626,0.00008584031,0.000009048554,0.00006805867,0.000009970217,0.00009593875,0.0005305337],"study_design_scores_gemma":[0.000002152527,0.00002012343,0.9993969,0.00001339553,0.000007035078,0.0001120623,0.000242014,0.00003977954,0.00001687155,0.00001431177,0.0001334612,0.000001964088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998053,0.0003376839,0.00003476171,0.0001990252,0.00001391758,0.00001070579,0.0006980713,0.000001873669,0.0006509949],"genre_scores_gemma":[0.99902,0.0001307738,0.00002975362,0.00007366295,0.00002144655,0.00001059335,0.0005993127,8.357143e-7,0.000113563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01283371,"threshold_uncertainty_score":0.025518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07800606862885581,"score_gpt":0.4315721116150485,"score_spread":0.3535660429861928,"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."}}