{"id":"W4379015307","doi":"10.3899/jrheum.2023-0040","title":"Seasonal Influence on Development of Antineutrophil Cytoplasmic Antibody–Associated Vasculitis: A Retrospective Cohort Study Conducted at Multiple Institutions in Japan (J-CANVAS)","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Chugai Pharmaceutical; Tokyo Medical and Dental University; Hokkaido University; Astellas Pharma; Gilead Sciences; Shimane University; Eisai; Sanofi; Kanazawa University; Celgene; Eli Lilly and Company","keywords":"Medicine; Anti-neutrophil cytoplasmic antibody; Vasculitis; Cohort; Retrospective cohort study; Antibody; Cohort study; Immunology; Internal medicine; Disease","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":[0.0009465147,0.0004398138,0.0005900586,0.0009474547,0.0008403843,0.0007654618,0.0004133459,0.0004729852,0.001173634],"category_scores_gemma":[0.001310563,0.0007801027,0.0007148451,0.001481939,0.0003875496,0.0008540888,0.0008719113,0.0004282025,0.0002225052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178908,"about_ca_system_score_gemma":0.0006525957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006935824,"about_ca_topic_score_gemma":0.009409118,"domain_scores_codex":[0.999159,0.0001482677,0.0001274599,0.0003061461,0.0001071826,0.0001519506],"domain_scores_gemma":[0.9985158,0.0001389998,0.0006337679,0.0001690725,0.0001571053,0.0003852843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005450958,0.0000168661,0.9991601,0.000005801062,0.00004283017,0.0001131497,0.00008657487,0.00001233338,0.0001556509,0.000004401766,0.00003306198,0.000314755],"study_design_scores_gemma":[0.000008599928,0.00009274195,0.9989027,0.000003931046,0.00005030856,0.0003971971,0.0002784596,0.00009524097,0.00003388859,0.000005692603,0.0001267786,0.0000045027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999532,0.0001349116,0.00006642815,0.000009855452,0.000004849023,0.00001124951,0.0001273201,0.000001804246,0.0001115317],"genre_scores_gemma":[0.9995056,0.00009213392,0.00006505767,0.00002549934,0.00001205842,0.00001546414,0.0002249368,0.000002558211,0.00005661523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006935824,"threshold_uncertainty_score":0.01379091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974404898944456,"score_gpt":0.2881450559941083,"score_spread":0.2684010070046637,"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."}}