{"id":"W3128959271","doi":"10.3899/jrheum.201330","title":"ANCA-associated Vasculitis Management in the United States: Data From the Rheumatology Informatics System for Effectiveness (RISE) Registry","year":2021,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Rheumatology Research Foundation","keywords":"Medicine; Rheumatology; Internal medicine; Rituximab; Medical prescription; Granulomatosis with polyangiitis; Demographics; Azathioprine; Vasculitis; Cyclophosphamide; Referral; Family medicine; Disease; Chemotherapy; Demography","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":[0.003481824,0.0002621561,0.0007032909,0.002555213,0.0004078047,0.000982627,0.0006909121,0.0003765916,0.001710685],"category_scores_gemma":[0.01146971,0.0002648712,0.0004971782,0.004522866,0.0002870478,0.0009343375,0.001081277,0.000611208,0.0005464908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008059592,"about_ca_system_score_gemma":0.001577587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143192,"about_ca_topic_score_gemma":0.01586198,"domain_scores_codex":[0.9920533,0.002162617,0.002406204,0.0009460014,0.001915301,0.0005166943],"domain_scores_gemma":[0.9774965,0.003593636,0.01422587,0.001081234,0.002673958,0.0009288008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001904452,0.00008870413,0.980287,0.000251172,0.0001646433,0.0001151718,0.0001590703,0.0002204615,0.0001289851,0.0001232007,0.01032932,0.007941883],"study_design_scores_gemma":[0.00009584907,0.0001302363,0.9918664,0.0002709064,0.0001507361,0.0005779169,0.0003269438,0.0005883022,0.0002277643,0.00004815551,0.005703174,0.00001359487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939366,0.003671902,0.0008371971,0.0009939203,0.00004654358,0.0003514499,0.09232467,0.0001747482,0.007663041],"genre_scores_gemma":[0.92747,0.002138703,0.00176041,0.0009389789,0.0001542462,0.0004464814,0.06651642,0.00004625183,0.000528438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143192,"threshold_uncertainty_score":0.02273071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388431893916059,"score_gpt":0.2820618071385026,"score_spread":0.258177488199342,"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."}}