{"id":"W3116793219","doi":"10.1016/j.kint.2020.12.010","title":"Supplemented ERA-EDTA Registry data evaluated the frequency of dialysis, kidney transplantation, and comprehensive conservative management for patients with kidney failure in Europe","year":2021,"lang":"en","type":"article","venue":"Kidney International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Renal Association-European Dialysis and Transplant Association; European Commission","keywords":"Medicine; Renal replacement therapy; Dialysis; Kidney transplantation; Transplantation; Peritoneal dialysis; Incidence (geometry); Kidney disease; Population; Hemodialysis; Kidney; Nephrology; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003474922,0.0002031515,0.0005230872,0.002797687,0.0002546762,0.00116915,0.0005003049,0.0003363332,0.002181284],"category_scores_gemma":[0.009745819,0.0002099892,0.0007499147,0.004628459,0.000180662,0.0007566325,0.000881208,0.0003940265,0.0004135715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004759484,"about_ca_system_score_gemma":0.001010004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006815467,"about_ca_topic_score_gemma":0.006172211,"domain_scores_codex":[0.9968199,0.0009809934,0.001036442,0.000478078,0.0004051669,0.0002793984],"domain_scores_gemma":[0.9893242,0.002423723,0.005878479,0.0005826969,0.001398827,0.0003921906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006349366,0.00002091517,0.9927739,0.00009169588,0.0001503608,0.00004587246,0.00009973809,0.0001722061,0.00004097512,0.0001392861,0.001499023,0.004902496],"study_design_scores_gemma":[0.00001829553,0.00003476825,0.9938267,0.0001265581,0.0001134969,0.0004094063,0.0003036145,0.0003357739,0.0001391441,0.00008166858,0.004601933,0.00000856676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652717,0.002353154,0.001067477,0.000373859,0.00004311267,0.00005906036,0.02532526,0.0000461636,0.005460125],"genre_scores_gemma":[0.9809042,0.001091537,0.001255907,0.0002784973,0.00006129454,0.00009942978,0.01573805,0.000021308,0.0005498745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006815467,"threshold_uncertainty_score":0.01837736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785265733150332,"score_gpt":0.3050119831573047,"score_spread":0.2771593258258014,"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."}}