{"id":"W3086771273","doi":"10.34067/kid.0004502020","title":"The Characteristics, Dynamics, and the Risk of Death in COVID-19 Positive Dialysis Patients in London, UK","year":2020,"lang":"en","type":"article","venue":"Kidney360","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Dialysis; Internal medicine; Hemodialysis; Coronavirus disease 2019 (COVID-19); Case fatality rate; Disease; Proportional hazards model; Epidemiology; Infectious disease (medical specialty)","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":[0.0003420343,0.0001494879,0.0002800531,0.0005381336,0.0003081485,0.0008004557,0.0002869868,0.0003318318,0.001789542],"category_scores_gemma":[0.002106223,0.0001769141,0.0002622196,0.0008705379,0.0003936185,0.0004801389,0.0008409919,0.0004177791,0.0002243868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008603,"about_ca_system_score_gemma":0.0005754664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02727258,"about_ca_topic_score_gemma":0.03064541,"domain_scores_codex":[0.9995801,0.0001201974,0.00007721061,0.00006899433,0.00004987831,0.0001036218],"domain_scores_gemma":[0.9978903,0.0002846378,0.001238622,0.00007142734,0.0001919683,0.0003231207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006787195,0.000005538536,0.9987271,0.00001098533,0.00001018763,0.0002153439,0.0001812185,0.00005084295,0.00006868419,0.00001913411,0.000137528,0.000505445],"study_design_scores_gemma":[0.000007730099,0.00005390526,0.9985085,0.00001568758,0.000006438446,0.0004062608,0.0005434475,0.0001253522,0.00002340313,0.00002879925,0.0002750457,0.00000532347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987336,0.000203176,0.0000388361,0.0001418543,0.000004158275,0.000005045466,0.0005305227,0.000001649884,0.0003412785],"genre_scores_gemma":[0.9993368,0.0001037284,0.00002213283,0.00003797676,0.000005531652,0.000006911565,0.0003209848,8.756109e-7,0.0001650745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02727258,"threshold_uncertainty_score":0.05422765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198025782624565,"score_gpt":0.3455694545461235,"score_spread":0.325766876283667,"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."}}