{"id":"W3139706587","doi":"10.1155/2021/5534851","title":"Update in the Management of ANCA-Associated Vasculitis: Recent Developments and Future Perspectives","year":2021,"lang":"en","type":"review","venue":"International Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Microscopic polyangiitis; ANCA-Associated Vasculitis; Granulomatosis with polyangiitis; Medicine; Limiting; Vasculitis; Intensive care medicine; Pathology; Disease; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004047802,0.0001667918,0.001111211,0.0003394375,0.00002536302,0.0000185202,0.000277113,0.0002107231,0.0001836819],"category_scores_gemma":[0.00004891501,0.0001042128,0.0003385524,0.0002285068,0.00006956163,0.0000490214,0.00006884184,0.0005346545,0.000003652051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905543,"about_ca_system_score_gemma":0.000255066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000728549,"about_ca_topic_score_gemma":0.000005937571,"domain_scores_codex":[0.998135,0.0002246714,0.0009354756,0.0001556344,0.0004217571,0.0001274277],"domain_scores_gemma":[0.9984494,0.00008137793,0.0007702668,0.0001120364,0.0005431405,0.00004374882],"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":[0.0000195306,0.0003951627,0.0004229116,0.001371139,0.0119604,0.001616924,0.0012252,3.599105e-7,4.297861e-8,0.0190935,0.001141122,0.9627537],"study_design_scores_gemma":[0.00200136,0.00005309649,0.002931508,0.0242352,0.001055355,0.01596468,0.002753422,4.601656e-7,1.40597e-7,0.0002397345,0.9506559,0.0001090806],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001538218,0.9943016,0.00001155291,0.002553861,0.0008227972,0.0001884973,0.00002263017,0.000002946167,0.0005578921],"genre_scores_gemma":[0.0009622462,0.9983068,0.0004737608,0.00005201148,0.00004479397,0.00001073327,0.0001053859,0.00001266639,0.00003160066],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9626446,"threshold_uncertainty_score":0.4249673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929844352860639,"score_gpt":0.3276971729976658,"score_spread":0.3083987294690594,"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."}}