{"id":"W4293240725","doi":"10.1136/ard-2022-222487","title":"Remission and low disease activity (LDA) prevent damage accrual in patients with systemic lupus erythematosus: results from the Systemic Lupus International Collaborating Clinics (SLICC) inception cohort","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McGill University; Sinai Health System; Dalhousie University; University Health Network; University of Toronto; Université Laval; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Toronto Western Hospital","funders":"National Center for Chronic Disease Prevention and Health Promotion; Centers for Disease Control and Prevention; National Institutes of Health; National Center for Research Resources; LUPUS UK; Versus Arthritis; Novo Nordisk Fonden; National Center for Advancing Translational Sciences; National Research Foundation of Korea; Eli Lilly and Company; Eusko Jaurlaritza; Amgen; National Research Foundation; Wellcome Trust; University College London; Novo Nordisk; National Institute for Health and Care Research; Arthritis Society; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Sanofi; Lupus Research Alliance; Sandwell and West Birmingham Hospitals NHS Trust; Universidad Científica del Sur; University of Calgary; Gigtforeningen; Arthritis Research UK; GlaxoSmithKline; Johns Hopkins University; Pfizer; Bristol-Myers Squibb; AstraZeneca; Université Laval","keywords":"Medicine; Systemic lupus; Systemic lupus erythematosus; Cohort; Disease; Systemic disease; Accrual; Internal medicine; Immunology","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":[0.001879986,0.0006533319,0.0007696801,0.0007464393,0.0008835728,0.001946403,0.001034048,0.0009208386,0.002490084],"category_scores_gemma":[0.004408654,0.0007139063,0.001483792,0.001200526,0.000393334,0.001142394,0.001455162,0.001904356,0.0004015723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005894416,"about_ca_system_score_gemma":0.0008308751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01487965,"about_ca_topic_score_gemma":0.01306051,"domain_scores_codex":[0.999037,0.0003002316,0.00007908972,0.0002342768,0.0001270129,0.0002224199],"domain_scores_gemma":[0.9970878,0.0004090084,0.001107451,0.0004815691,0.0002267577,0.0006874257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002009314,0.0001370199,0.9952067,0.00001366301,0.0003062153,0.00005065519,0.0001091985,0.00005050517,0.0001520938,0.00005120275,0.0003343678,0.001579121],"study_design_scores_gemma":[0.0001865205,0.0003265289,0.9981647,0.00001318478,0.0003807693,0.0001300621,0.0002346404,0.0001679092,0.0000534307,0.00006309849,0.0002697945,0.000009324324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978326,0.0003124023,0.00005557053,0.0001045995,0.00001951928,0.00001320744,0.001153943,0.000005972651,0.0005022606],"genre_scores_gemma":[0.9977451,0.0001567407,0.00007112997,0.00007085429,0.00003683382,0.00001449032,0.001393546,0.000007805185,0.0005034785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01487965,"threshold_uncertainty_score":0.02958608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274600473766285,"score_gpt":0.3034482329627575,"score_spread":0.2807022282250947,"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."}}