{"id":"W2322363031","doi":"10.3899/jrheum.151063","title":"The Birmingham Vasculitis Activity Score as a Measure of Disease Activity in Patients with Giant Cell Arteritis","year":2016,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Mount Sinai Hospital","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Giant cell arteritis; Vasculitis; Claudication; Internal medicine; Arteritis; Severity of illness; Disease; Physical therapy; Surgery; Vascular disease; Arterial disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004396205,0.0001243164,0.0004084894,0.00009584579,0.00011917,0.000006365294,0.0001650873,0.00008034314,0.00005834477],"category_scores_gemma":[0.0001800753,0.00004829283,0.0001520227,0.0001444449,0.0003339551,0.0001204551,0.00003254231,0.0003306322,0.000008519266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005815771,"about_ca_system_score_gemma":0.0002868212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001415366,"about_ca_topic_score_gemma":0.00009905171,"domain_scores_codex":[0.9986743,0.0003185341,0.000323101,0.00009695705,0.0003541177,0.0002329323],"domain_scores_gemma":[0.9985057,0.000338254,0.0004427604,0.0003093418,0.0002533751,0.0001505903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009005634,0.001268122,0.9321933,0.0001448507,0.0006841514,0.000118984,0.000722951,0.000008028831,0.003293233,0.0003619403,0.000668367,0.05153047],"study_design_scores_gemma":[0.00748824,0.001240983,0.987141,0.00129591,0.0002560876,0.001021942,0.00008756523,0.000007466251,0.0007302876,0.0004388754,0.0001975449,0.00009417062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940111,0.0004076045,0.0002349504,0.004814754,0.0001515639,0.0002298222,0.00001624924,0.000005825424,0.0001280963],"genre_scores_gemma":[0.9983465,0.001520989,0.00001707363,0.0000244452,0.000006957729,0.000004205023,5.766215e-7,0.0000138093,0.00006543062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05494766,"threshold_uncertainty_score":0.1969324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006734620831244678,"score_gpt":0.2126310859613957,"score_spread":0.205896465130151,"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."}}