{"id":"W4307751560","doi":"10.1093/ndt/gfac302","title":"Social determinants of health and the transition from advanced chronic kidney disease to kidney failure","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Queen's University; McMaster University; University of Calgary; Ottawa Hospital; University of Ottawa","funders":"Institute of Nutrition, Metabolism and Diabetes; Canadian Institutes of Health Research","keywords":"Medicine; Dialysis; Kidney disease; Odds ratio; Kidney transplantation; Transplantation; Internal medicine; Odds; Retrospective cohort study; Intensive care medicine; Logistic regression","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006073733,0.0001744387,0.0001847463,0.0006124629,0.000582576,0.0006631188,0.0003043462,0.000311266,0.001500977],"category_scores_gemma":[0.002295337,0.0001375594,0.0004207388,0.000782045,0.0004796402,0.0002839478,0.0006134611,0.0005541991,0.0001009043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196167,"about_ca_system_score_gemma":0.001473779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08189587,"about_ca_topic_score_gemma":0.09532831,"domain_scores_codex":[0.9995566,0.0001131342,0.00004026866,0.0000525889,0.00008345213,0.0001539709],"domain_scores_gemma":[0.9976817,0.0003206354,0.001065602,0.00008633687,0.0001988226,0.0006468124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001588047,0.00001145229,0.9995599,0.000005240935,0.00001424472,0.00001203045,0.0000333826,0.00002249828,0.00001333777,0.00001162535,0.00003904661,0.0002612524],"study_design_scores_gemma":[9.911342e-7,0.0000138445,0.9997401,0.000005154189,0.00000687371,0.00002414346,0.00007371212,0.00005943168,0.000006174665,0.00001510459,0.00005310875,0.000001248834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986787,0.0002612188,0.0000345386,0.0001971512,0.000005144937,0.000009726805,0.0003773116,0.000001839492,0.0004344255],"genre_scores_gemma":[0.9997137,0.00007171144,0.00002142856,0.00001529973,0.000004803886,0.000003432066,0.000127164,3.177018e-7,0.00004209125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08189587,"threshold_uncertainty_score":0.1628384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008845930029938517,"score_gpt":0.2669261516151036,"score_spread":0.2580802215851651,"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."}}