{"id":"W4384521970","doi":"10.1002/art.42645","title":"Association Between Severe Nonadherence to Hydroxychloroquine and Systemic Lupus Erythematosus Flares, Damage, and Mortality in 660 Patients From the <scp>SLICC</scp> Inception Cohort","year":2023,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Calgary; Mount Sinai Hospital; University Health Network; University of Toronto; Dalhousie University; University of Manitoba; Toronto Western Hospital; Université Laval; Queen Elizabeth II Health Sciences Centre","funders":"NIH Clinical Center; LUPUS UK; Versus Arthritis; National Center for Research Resources; National Institutes of Health; Lupus Research Alliance; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Novo Nordisk Fonden; National Center for Advancing Translational Sciences; National Research Foundation of Korea; Eusko Jaurlaritza; National Research Foundation; Wellcome Trust; University College London; Novo Nordisk; National Institute for Health and Care Research; Gigtforeningen; Canadian Institutes of Health Research; Sandwell and West Birmingham Hospitals NHS Trust; Arthritis Research UK; University of Calgary; Arthritis Society; Johns Hopkins University; Manchester Biomedical Research Centre; Université Laval","keywords":"Hydroxychloroquine; Medicine; Cohort; Internal medicine; Coronavirus disease 2019 (COVID-19); 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":[0.0007661144,0.0002451309,0.0007467405,0.0001460827,0.0001484444,0.00004468944,0.0001431227,0.0003028197,0.00001141526],"category_scores_gemma":[0.00135852,0.0002231872,0.00004812235,0.0004539257,0.00009926365,0.0001693197,0.0002343225,0.0003560302,0.0001774079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730593,"about_ca_system_score_gemma":0.0000712781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736247,"about_ca_topic_score_gemma":0.003329414,"domain_scores_codex":[0.9975495,0.0003242775,0.0006184854,0.000585897,0.0004287752,0.0004930706],"domain_scores_gemma":[0.9981182,0.0009042185,0.0002433829,0.0004143462,0.0001246807,0.0001951385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006403883,0.00004141388,0.9931589,0.00005934934,0.0001334215,0.00004415428,0.001350385,0.000003218774,0.0002945277,0.00003577014,0.001603715,0.003268769],"study_design_scores_gemma":[0.002476435,0.00009643321,0.9947141,0.0006856965,0.0000668739,0.0002131736,0.0005996691,0.0001436454,0.0001202757,0.0004661561,0.0003209403,0.00009664636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970284,0.000500621,0.00001593069,0.00049488,0.0003277197,0.001156599,0.0001694132,0.0001300051,0.0001764278],"genre_scores_gemma":[0.9979296,0.001050462,0.00005530588,0.0002096223,0.00003619598,0.000115618,0.0004280212,0.00003155824,0.0001436669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003172122,"threshold_uncertainty_score":0.9101311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165315097512458,"score_gpt":0.2510475222738204,"score_spread":0.2393943712986958,"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."}}