{"id":"W2299454765","doi":"10.1002/art.39674","title":"A Longitudinal Analysis of Outcomes of Lupus Nephritis in an International Inception Cohort Using a Multistate Model Approach","year":2016,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Hospital; University of Calgary; McGill University Health Centre; Dalhousie University; University of Toronto; Université Laval; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Centre hospitalier universitaire de Québec; Toronto Western Hospital","funders":"National Center for Advancing Translational Sciences; Medical Research Council; National Institutes of Health; National Center for Research Resources; Versus Arthritis; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Sanofi; Lupus Research Alliance; Kyowa Hakko Kirin; Wellcome Trust; University College London; Novo Nordisk; National Institute for Health and Care Research; Arthritis Society; Anthera; Genentech; Sandwell and West Birmingham Hospitals NHS Trust; Eli Lilly and Company; Eusko Jaurlaritza; Johns Hopkins University; Ablynx; University of Calgary; Canadian Institutes of Health Research; Gigtforeningen; GlaxoSmithKline; Pfizer; Bristol-Myers Squibb; AstraZeneca; Université Laval","keywords":"Lupus nephritis; Cohort; Medicine; Econometrics; Internal medicine; Mathematics; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005202464,0.0001649074,0.001215198,0.001202424,0.00002534905,0.00000728428,0.0002048136,0.0001519711,0.0001060502],"category_scores_gemma":[0.0002582553,0.000131297,0.0001908761,0.0005764804,0.0003420773,0.0002630487,0.00009896349,0.0001103165,0.000003972898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549248,"about_ca_system_score_gemma":0.0001384812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116438,"about_ca_topic_score_gemma":0.001339045,"domain_scores_codex":[0.9975973,0.0001623139,0.0009917653,0.000433424,0.0004853063,0.0003299154],"domain_scores_gemma":[0.9986312,0.0001706794,0.0003049216,0.000450681,0.0003351072,0.0001074214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002025389,0.0003094563,0.9882801,0.00009485512,0.0007999888,0.00003785563,0.0008208448,0.0005047766,0.003458993,0.00102767,0.000008029749,0.004454922],"study_design_scores_gemma":[0.005818179,0.0001394762,0.7681125,0.0007812204,0.0002018496,0.006820935,0.000405096,0.217108,0.0002014885,0.000229433,0.000003692732,0.0001780899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836785,0.0002534352,0.01519181,0.00009205297,0.0001182435,0.000390293,0.00007750923,0.00002339908,0.0001748208],"genre_scores_gemma":[0.9913526,0.0009357697,0.007519478,0.000008899498,0.000005235273,0.0000489691,0.00005554118,0.0000214114,0.0000521054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2201675,"threshold_uncertainty_score":0.5354136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083097568283427,"score_gpt":0.3374771425387322,"score_spread":0.296646166855898,"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."}}