{"id":"W2970266639","doi":"10.3899/jrheum.190093","title":"Evaluation of Potential Serum Biomarkers of Disease Activity in Diverse Forms of Vasculitis","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Center for Research Resources; Vasculitis Clinical Research Consortium; Rare Diseases Clinical Research Network","keywords":"Medicine; Granulomatosis with polyangiitis; Giant cell arteritis; Erythrocyte sedimentation rate; Vasculitis; Immunology; Gastroenterology; Biomarker; Internal medicine; Microscopic polyangiitis; Disease; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389332,0.0006535866,0.0005653062,0.0009226688,0.0001812832,0.0006227624,0.000190729,0.0003610739,0.0004564899],"category_scores_gemma":[0.002637442,0.0001343923,0.0002861488,0.0007337334,0.0001799616,0.0003259118,0.0002680373,0.0004262769,0.0001251531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763832,"about_ca_system_score_gemma":0.0001714363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003372641,"about_ca_topic_score_gemma":0.0003774603,"domain_scores_codex":[0.9992829,0.000269741,0.00009365636,0.0001451934,0.0001351503,0.00007335548],"domain_scores_gemma":[0.9982932,0.000444645,0.0008008237,0.00005834654,0.0001964336,0.0002065115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001263281,0.0001120234,0.9819404,0.0000581391,0.0001757285,0.0001322332,0.00005889504,0.0002850911,0.006001754,0.00001557046,0.00005793133,0.009898905],"study_design_scores_gemma":[0.00004883746,0.001572281,0.9930032,0.00002288828,0.0001457307,0.0008561988,0.00008150633,0.001266169,0.002658765,0.00003786935,0.0002981517,0.000008375359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978715,0.00136745,0.0003517944,0.00002354905,0.000006074638,0.000014737,0.0001537659,0.000009842514,0.0002012911],"genre_scores_gemma":[0.9991054,0.0001254392,0.0004959677,0.00001518608,0.00001434732,0.00001425917,0.0001704037,0.000001210335,0.00005771744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001389332,"threshold_uncertainty_score":0.007347643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382264663899372,"score_gpt":0.2717261938175335,"score_spread":0.2579035471785398,"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."}}