{"id":"W3014584329","doi":"10.3899/jrheum.191064","title":"Advanced Chronic Kidney Disease in Lupus Nephritis: Is Dialysis Inevitable?","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Renal function; Lupus nephritis; Kidney disease; Internal medicine; Dialysis; Proportional hazards model; Cohort; Prednisone; Hemodialysis; End stage renal disease; Disease; Urology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001452893,0.00009429612,0.000301685,0.0001932823,0.000402482,0.000464039,0.000231928,0.0005504395,0.001393657],"category_scores_gemma":[0.008719578,0.0000731809,0.0001112202,0.0004200726,0.0007937086,0.0009377389,0.0003004636,0.0005898924,0.0001480902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865996,"about_ca_system_score_gemma":0.0004782029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005360298,"about_ca_topic_score_gemma":0.0009760565,"domain_scores_codex":[0.9993143,0.0002641614,0.00007981646,0.00008518802,0.0001765342,0.00007996945],"domain_scores_gemma":[0.9953347,0.001500989,0.002420513,0.0001103245,0.0002416656,0.0003918006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003572329,0.00005225777,0.9668087,0.0001746277,0.00004268614,0.001166255,0.0002343622,0.00006187521,0.0003716016,0.0003397399,0.0006999258,0.02969074],"study_design_scores_gemma":[0.00003875658,0.0003970369,0.9774844,0.0003610077,0.0001099345,0.0143744,0.001235729,0.0005270812,0.000278183,0.002027318,0.003151555,0.00001462719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866766,0.006831552,0.0005344228,0.004634053,0.00007220703,0.000009098027,0.00006187997,0.000008081988,0.001172076],"genre_scores_gemma":[0.997605,0.001609858,0.0001289004,0.0003257221,0.0001996646,0.000001803267,0.0000222451,0.000001197273,0.0001056607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001452893,"threshold_uncertainty_score":0.007683754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670869072904262,"score_gpt":0.2842332921211038,"score_spread":0.2675246013920612,"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."}}