{"id":"W3091245174","doi":"10.1016/j.kint.2020.05.032","title":"Survival improvements for Europeans with ESKD","year":2020,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Dialysis; Renal replacement therapy; Relative survival; Kidney disease; Population; Relative risk; Internal medicine; Excess mortality; Nephrology; Kidney transplantation; Absolute risk reduction; End stage renal disease; Kidney; Mortality rate; Disease; Demography; Intensive care medicine; Epidemiology; Confidence interval; Cancer registry; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174061,0.0001776774,0.0003619696,0.0004585484,0.0003873225,0.001019934,0.0002339187,0.0005283605,0.003939911],"category_scores_gemma":[0.002737603,0.00004463674,0.0008608945,0.001241346,0.0002078859,0.0009566411,0.0007731012,0.0006889382,0.0003499463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000658883,"about_ca_system_score_gemma":0.000875215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0079545,"about_ca_topic_score_gemma":0.009046827,"domain_scores_codex":[0.9994946,0.0001061397,0.00004889447,0.00008832206,0.00005362346,0.0002085296],"domain_scores_gemma":[0.9988543,0.0001108339,0.0004195434,0.00005180376,0.0002349131,0.0003286092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002821358,0.0002449545,0.8595624,0.0003787412,0.001186605,0.0006322363,0.0008056337,0.001072156,0.0009263417,0.003528309,0.01813924,0.110702],"study_design_scores_gemma":[0.00008039673,0.0002918341,0.9753245,0.0001945403,0.0004318725,0.0007692869,0.001217395,0.0002878791,0.0002115307,0.0008692108,0.02030279,0.00001872953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666295,0.009904284,0.000531186,0.006442267,0.0004524712,0.000007177732,0.005082109,0.00003535943,0.01091558],"genre_scores_gemma":[0.9897954,0.002582081,0.0002102719,0.001411098,0.0002501922,0.000007837943,0.003973697,0.00001374587,0.001755731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0079545,"threshold_uncertainty_score":0.01581639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394880598324812,"score_gpt":0.2709735391784442,"score_spread":0.2470247331951961,"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."}}