{"id":"W4220916590","doi":"10.1136/annrheumdis-2022-222168","title":"Longitudinal analysis of ANA in 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":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Toronto; Dalhousie University; University of Manitoba; Toronto Western Hospital; Université Laval; Queen Elizabeth II Health Sciences Centre; University of Calgary","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Canadian Institutes of Health Research; Novo Nordisk Fonden; LUPUS UK; National Institute for Health and Care Research; Sandwell and West Birmingham Hospitals NHS Trust; National Center for Advancing Translational Sciences; Wellcome Trust; Arthritis Society; Gigtforeningen; Sanofi; AstraZeneca; Eli Lilly and Company; GlaxoSmithKline; Amgen; Canada Research Chairs; Lupus Foundation of America","keywords":"Medicine; Systemic lupus; Cohort; Systemic lupus erythematosus; Family medicine; Physical therapy; Internal medicine; 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":[0.001350517,0.0004277001,0.0003662617,0.0009354362,0.0008285128,0.001084569,0.000689766,0.0007182402,0.001380462],"category_scores_gemma":[0.003039768,0.000535646,0.000739116,0.001129561,0.0002700622,0.000641901,0.0006210192,0.001629055,0.0002792352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006373582,"about_ca_system_score_gemma":0.001149047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04651798,"about_ca_topic_score_gemma":0.03450276,"domain_scores_codex":[0.999067,0.0002078371,0.00005147048,0.0002925642,0.0001187835,0.0002624312],"domain_scores_gemma":[0.9963149,0.0003247705,0.001100333,0.0006669841,0.0007531219,0.0008399574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003800189,0.00005370238,0.9979041,0.000003731457,0.0001291892,0.00005410576,0.0000671801,0.00003943872,0.0003599853,0.00004971506,0.0003635572,0.0005952089],"study_design_scores_gemma":[0.00001774487,0.0001014086,0.9988478,0.000006303202,0.0001032874,0.0001097382,0.0002040918,0.0002693208,0.00007026008,0.00004138819,0.000221942,0.000006613672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976495,0.0002373579,0.0001165274,0.0001016029,0.00002562703,0.000005307875,0.001391335,0.000008898084,0.0004638788],"genre_scores_gemma":[0.9985815,0.0001030128,0.0000757339,0.0000404091,0.00002179276,0.000008257174,0.0008225959,0.000006075906,0.0003406879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04651798,"threshold_uncertainty_score":0.09249443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05755325868198033,"score_gpt":0.3757392628367153,"score_spread":0.318186004154735,"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."}}