{"id":"W2981105658","doi":"10.1002/art.41144","title":"Prediction of Damage Accrual in Systemic Lupus Erythematosus Using the Systemic Lupus International Collaborating Clinics Frailty Index","year":2019,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Toronto Western Hospital; Dalhousie University; University of Toronto; University of Calgary; McGill University; Queen Elizabeth II Health Sciences Centre; Université Laval","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; Eusko Jaurlaritza; University College London; Novo Nordisk; National Institute for Health and Care Research; Canadian Institutes of Health Research; Lupus Research Alliance; Sandwell and West Birmingham Hospitals NHS Trust; National Center for Advancing Translational Sciences; Wellcome Trust; Dalhousie University; Health Sciences Centre Foundation; QEII Foundation; Dalhousie Medical Research Foundation; Johns Hopkins University; Université Laval; Arthritis Society; Gigtforeningen","keywords":"Medicine; Interquartile range; Internal medicine; Systemic lupus erythematosus; Systemic lupus; Cohort; Confidence interval; Rheumatology; Accrual; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002597672,0.0004462358,0.0004007488,0.001124948,0.0002137862,0.0006169545,0.0003751509,0.0004097035,0.001024402],"category_scores_gemma":[0.007709489,0.0002036707,0.0005833388,0.0008160442,0.0001798281,0.0004411417,0.0006537897,0.00068587,0.0002140626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623739,"about_ca_system_score_gemma":0.0002712531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004129812,"about_ca_topic_score_gemma":0.004455775,"domain_scores_codex":[0.9992082,0.0003125464,0.00009253968,0.0001410558,0.0001610205,0.00008462087],"domain_scores_gemma":[0.9958966,0.0009396072,0.00236131,0.0001772041,0.0002680624,0.0003571888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001131371,0.00001537063,0.9977186,0.000005040652,0.00004497039,0.00001828017,0.00001586331,0.0001784569,0.00005907155,0.00000763442,0.0000751789,0.001748511],"study_design_scores_gemma":[0.00001202172,0.0001300549,0.9971034,0.00001131828,0.00003088234,0.0001080936,0.00002248939,0.002425149,0.00004457527,0.0000287548,0.0000795641,0.000003742396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987382,0.0003885586,0.0002680637,0.00006004484,0.000005584662,0.00001066028,0.0002476138,0.000007925522,0.0002734107],"genre_scores_gemma":[0.999454,0.00006406211,0.0001605977,0.000008188366,0.000008082604,0.000005552163,0.0002349437,0.000001022112,0.00006356011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004129812,"threshold_uncertainty_score":0.01373798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195447265034467,"score_gpt":0.3109143820888086,"score_spread":0.2789599094384639,"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."}}