{"id":"W4220935597","doi":"10.1136/rmdopen-2021-002160","title":"Comparative study of granulomatosis with polyangiitis subsets according to ANCA status: data from the French Vasculitis Study Group Registry","year":2022,"lang":"en","type":"article","venue":"RMD Open","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Proteinase 3; Internal medicine; Granulomatosis with polyangiitis; Microscopic polyangiitis; Anti-neutrophil cytoplasmic antibody; Rheumatology; Gastroenterology; Vasculitis; Cohort; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004389272,0.0002079766,0.0006649355,0.00007814402,0.0006735635,0.0001154847,0.001365722,0.00003184008,0.0008114841],"category_scores_gemma":[0.00003730196,0.0001403802,0.00005974707,0.0007514451,0.00005883412,0.0002408752,0.001974554,0.0004227869,0.00002330105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008940925,"about_ca_system_score_gemma":0.0001473288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05896906,"about_ca_topic_score_gemma":0.0133936,"domain_scores_codex":[0.9975164,0.0004082783,0.0004135406,0.0006536002,0.0006922714,0.0003159167],"domain_scores_gemma":[0.9973756,0.0001962852,0.0001808581,0.001988719,0.00008624366,0.0001722842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004393758,0.005911587,0.9006071,0.00001860485,0.003744647,0.0003668347,0.05250949,0.00009927319,0.0001262277,0.00004837491,0.035003,0.001125455],"study_design_scores_gemma":[0.007671408,0.002601361,0.7331328,0.00009756922,0.000775727,0.00003931035,0.252295,0.00004833745,0.00001362611,0.00002564119,0.003112889,0.0001863589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905423,0.0004944479,0.00004045839,0.0006817155,0.0001388721,0.004309481,0.002267864,0.00003614009,0.00148871],"genre_scores_gemma":[0.997318,0.00002863816,0.0002621227,0.0002138038,0.00006314964,0.0005270584,0.00135837,0.00002917793,0.0001996606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1997855,"threshold_uncertainty_score":0.9472973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0695543712016344,"score_gpt":0.3399542305831438,"score_spread":0.2703998593815094,"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."}}