{"id":"W4283689307","doi":"10.1136/annrheumdis-2022-eular.1827","title":"POS0740 IMPACT OF TIME TO REMISSION, FLARES AND EXPOSURE TO IMMUNOSUPPRESSIVES ON THE DEVELOPMENT OF ADVANCED CHRONIC KIDNEY DISEASE (STAGE IV OR WORSE) IN LUPUS NEPHRITIS","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Arthritis Society; University of Toronto; University Health Network","funders":"AstraZeneca","keywords":"Medicine; Lupus nephritis; Proteinuria; Kidney disease; Internal medicine; Renal function; Stage (stratigraphy); Gastroenterology; Systemic lupus erythematosus; Creatinine; Urology; Disease; Kidney","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":[0.000946226,0.0003183417,0.0006610041,0.0003125243,0.0003630428,0.001188827,0.0003187337,0.000829385,0.008580698],"category_scores_gemma":[0.002723567,0.0001562834,0.00116824,0.0005167269,0.0002917937,0.0008777688,0.0004246061,0.001151116,0.001080594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574931,"about_ca_system_score_gemma":0.0005552389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019632,"about_ca_topic_score_gemma":0.001417359,"domain_scores_codex":[0.9993539,0.0002132731,0.00006545377,0.00009637464,0.0000944995,0.0001764901],"domain_scores_gemma":[0.9974578,0.0008906731,0.0005320557,0.0001239267,0.0001571174,0.0008383774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.066099,0.001709266,0.8787534,0.000241286,0.001683931,0.0004893116,0.0001188952,0.0007087457,0.004277242,0.0003274715,0.002221192,0.04337021],"study_design_scores_gemma":[0.0004552979,0.00816559,0.9870777,0.00004657664,0.0005284257,0.0004501066,0.0001351819,0.0007266754,0.0003554525,0.0002634103,0.00176999,0.00002556165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941208,0.001272973,0.00007018044,0.0002210579,0.0001247513,0.000009235446,0.0008394975,0.00001689366,0.003324631],"genre_scores_gemma":[0.9977313,0.0001801668,0.0000586254,0.0001433087,0.00009773103,0.000008891619,0.0007083834,0.000006650643,0.001065014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008580698,"threshold_uncertainty_score":0.02870524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891609082794944,"score_gpt":0.331617165953362,"score_spread":0.3027010751254126,"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."}}