{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009538518,0.00111187,0.007200072,0.001566535,0.0001340726,0.00002525742,0.0002322036,0.001109665,0.0002443767],"category_scores_gemma":[0.001023961,0.0008695299,0.001403633,0.00143563,0.0007814938,0.0001522387,0.0001677659,0.001964194,0.0000931187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006819315,"about_ca_system_score_gemma":0.001913776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003170993,"about_ca_topic_score_gemma":0.0000256023,"domain_scores_codex":[0.9932024,0.0008339621,0.002434509,0.0018023,0.0006732125,0.001053552],"domain_scores_gemma":[0.9960127,0.0003320933,0.001768433,0.001245188,0.0001357236,0.0005058756],"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":[0.0004027727,0.007195931,0.3326727,0.1673877,0.01151936,0.02905096,0.0008912247,0.00001184236,0.000005140307,0.001135708,0.0136125,0.4361143],"study_design_scores_gemma":[0.01645168,0.000371006,0.06417973,0.2752123,0.01180087,0.03293442,0.000153752,0.0001818105,6.949257e-7,0.0006683308,0.5952058,0.002839526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05416189,0.9392982,0.000009239814,0.0003245773,0.002304716,0.002990557,0.0001323405,0.0001597031,0.0006188438],"genre_scores_gemma":[0.03163934,0.9635984,0.00001635513,0.00002044345,0.00004967062,0.0004646878,0.003944507,0.0001217471,0.0001447889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5815933,"threshold_uncertainty_score":0.9993755,"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."}}