{"id":"W3017359843","doi":"10.3899/jrheum.191094","title":"Risk of Renal Failure Within 10 or 20 Years of Systemic Lupus Erythematosus Diagnosis","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Medicine; Lupus nephritis; Internal medicine; Systemic lupus erythematosus; Dialysis; Cohort; Rheumatology; Population; Proteinuria; Incidence (geometry); Disease; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00102968,0.0002571138,0.0003693364,0.0007023786,0.0003379007,0.000587356,0.0003217394,0.0004409338,0.003732662],"category_scores_gemma":[0.003036894,0.0001312638,0.0004900874,0.0006216274,0.0001810193,0.0003448591,0.0005269962,0.0006182413,0.0002883105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217901,"about_ca_system_score_gemma":0.0003788511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003650072,"about_ca_topic_score_gemma":0.003991332,"domain_scores_codex":[0.999301,0.0001762123,0.00006346976,0.0001855243,0.0001256208,0.0001481797],"domain_scores_gemma":[0.9973345,0.0004227597,0.001399922,0.0001274934,0.0001481224,0.0005671741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000883055,0.00001263272,0.9983287,0.00001197722,0.00006579948,0.00009456565,0.000009205505,0.00006972833,0.00007030049,0.00001528311,0.0001664736,0.001066972],"study_design_scores_gemma":[0.000007947359,0.00006863828,0.9985585,0.00001437619,0.00003434538,0.0007060929,0.00002857525,0.0002580401,0.00003430594,0.00003090983,0.0002546863,0.000003620584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947713,0.001674825,0.0002399934,0.0001757786,0.00003400878,0.00001619644,0.001741168,0.0000209252,0.001325664],"genre_scores_gemma":[0.9985819,0.0001894397,0.00008315151,0.00004878906,0.00003774746,0.000006220267,0.0007473741,0.000001771088,0.0003036412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003732662,"threshold_uncertainty_score":0.01248693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387271387144958,"score_gpt":0.2793754192825256,"score_spread":0.2555027054110761,"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."}}