{"id":"W4401526086","doi":"10.1093/rheumatology/keae436","title":"Short- and long-term outcomes of patients with pure membranous lupus nephritis compared with patients with proliferative disease","year":2024,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Department of Medicine, Georgetown University; University of Toronto; University Health Network Foundation; University Health Network","keywords":"Medicine; Lupus nephritis; Hazard ratio; Internal medicine; Proteinuria; Renal function; Proportional hazards model; Creatinine; Gastroenterology; Kidney disease; Disease; Kidney; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001370854,0.0002813567,0.000432773,0.0007533679,0.0003574365,0.0007520331,0.0003228376,0.0004893207,0.001396477],"category_scores_gemma":[0.00393067,0.0001717459,0.0006127091,0.0006746774,0.0003311384,0.0009941917,0.0007204922,0.0006111113,0.0001939162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561606,"about_ca_system_score_gemma":0.0003157282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009418866,"about_ca_topic_score_gemma":0.001183012,"domain_scores_codex":[0.9993105,0.000170669,0.00009764089,0.0001573627,0.0001192528,0.0001445007],"domain_scores_gemma":[0.9962048,0.000675266,0.001899631,0.0001199882,0.0001987501,0.000901503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004447489,0.00003213232,0.9981923,0.00001467766,0.00008184284,0.00008482977,0.00004126946,0.00006368379,0.00007916368,0.0000130611,0.0000353971,0.000916995],"study_design_scores_gemma":[0.00002569341,0.0004723509,0.998281,0.00001137238,0.00006729263,0.0005241588,0.0001716561,0.0002747744,0.00003592954,0.00004839743,0.00008100925,0.000006438108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993684,0.0002497969,0.00003617405,0.0000291883,0.000005016407,0.000003306479,0.0001282966,0.000001358721,0.0001785077],"genre_scores_gemma":[0.9996556,0.00004813041,0.0000198583,0.00001218865,0.00001539823,0.000003833543,0.0001938894,5.503017e-7,0.00005047224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001396477,"threshold_uncertainty_score":0.007249832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575687504720246,"score_gpt":0.2748663819348546,"score_spread":0.2591095068876521,"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."}}