{"id":"W2769178871","doi":"10.1002/acr.23480","title":"Economic Evaluation of Lupus Nephritis in the Systemic Lupus International Collaborating Clinics Inception Cohort Using a Multistate Model Approach","year":2017,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Dalhousie University; University of Toronto; Université Laval; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Toronto Western Hospital; University of Calgary","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Center for Advancing Translational Sciences; Medical Research Council; School of Medicine, Emory University; National Center for Research Resources; Versus Arthritis; Eli Lilly and Company; Eusko Jaurlaritza; National Institutes of Health; Euskal Herriko Unibertsitatea; GlaxoSmithKline; Arthritis Research UK; Gentofte Hospital; National Institute for Health and Care Research; Arthritis Society; Hanyang University; University College London; Wellcome Trust; University of South Carolina; University of Calgary; Celgene; Pfizer; York University; Bristol-Myers Squibb; AstraZeneca; Rigshospitalet; Amgen; Bristol-Myers Squibb Foundation; Emory University; Canadian Institutes of Health Research; University of California, Los Angeles; Gigtforeningen","keywords":"Lupus nephritis; Systemic lupus erythematosus; Cohort; Medicine; Systemic lupus; Nephritis; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006898358,0.001000862,0.001346874,0.001515555,0.0005295282,0.001976928,0.001252083,0.0009318033,0.002242252],"category_scores_gemma":[0.009997955,0.0007193108,0.002537045,0.001106168,0.0004285703,0.0008109377,0.001100643,0.001061485,0.0001148109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004897702,"about_ca_system_score_gemma":0.003022202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05192234,"about_ca_topic_score_gemma":0.03427619,"domain_scores_codex":[0.9979213,0.001456608,0.00007335928,0.0002059799,0.0001225151,0.0002201989],"domain_scores_gemma":[0.9946718,0.003581547,0.0007389265,0.0002046619,0.0003162468,0.0004869016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002615856,0.0005808536,0.2306621,0.0001462355,0.002206564,0.0004893753,0.00008899005,0.7523016,0.000164068,0.003403386,0.001330172,0.006010818],"study_design_scores_gemma":[0.0001999604,0.0004438786,0.02641563,0.00005056624,0.0003613732,0.0001217433,0.0001038671,0.9707716,0.0000600209,0.001107386,0.0003381975,0.00002578271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895601,0.0006143808,0.006080711,0.0007411486,0.00003225863,0.0001575343,0.001435565,0.00002538677,0.001352893],"genre_scores_gemma":[0.9968151,0.0001936023,0.001463002,0.00004740204,0.00001109334,0.00009948984,0.0009486124,0.000005772828,0.0004159357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05192234,"threshold_uncertainty_score":0.1032403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357158180031899,"score_gpt":0.4491291627111106,"score_spread":0.3134133447079206,"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."}}