{"id":"W2997578733","doi":"10.1007/s11926-019-0872-3","title":"Anti-neutrophil Cytoplasmic Antibodies (ANCA) as Disease Activity Biomarkers in a “Personalized Medicine Approach” in ANCA-Associated Vasculitis","year":2019,"lang":"en","type":"review","venue":"Current Rheumatology Reports","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Rheumatology; Vasculitis; Anti-neutrophil cytoplasmic antibody; Immunology; Antibody; ANCA-Associated Vasculitis; Granulomatosis with polyangiitis; Internal medicine; Autoantibody; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001085783,0.0007953634,0.002060513,0.002407704,0.0001740781,0.001209465,0.0009296479,0.00109448,0.002263129],"category_scores_gemma":[0.00142082,0.0002827502,0.0008318705,0.002074418,0.0003751538,0.001184194,0.0007079597,0.00180266,0.0009071053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004426923,"about_ca_system_score_gemma":0.001079933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009970081,"about_ca_topic_score_gemma":0.002042566,"domain_scores_codex":[0.9996642,0.00007354713,0.00007364665,0.00004948327,0.0001118439,0.00002724513],"domain_scores_gemma":[0.9993283,0.0004167876,0.00009926923,0.00001248875,0.0001114063,0.00003187943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001581093,0.00007785638,0.0003399962,0.04044919,0.0003741211,0.0002327184,0.00005281327,0.0003436446,0.00104397,0.002462012,0.02219304,0.9322724],"study_design_scores_gemma":[0.0001434873,0.0002408028,0.003109649,0.0252174,0.001568723,0.002209163,0.0001100876,0.0003280706,0.0005192601,0.003484489,0.963016,0.00005283588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005658275,0.9993735,0.00006715537,0.0001440833,0.0001507925,0.000002572433,0.00001021224,0.000002546851,0.0001925641],"genre_scores_gemma":[0.0004223043,0.9988906,0.000148695,0.0001954069,0.0001928835,0.000003219965,0.0000199865,6.15817e-7,0.0001264012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002407704,"threshold_uncertainty_score":0.007570922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04704308539954889,"score_gpt":0.3461688574907135,"score_spread":0.2991257720911646,"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."}}