{"id":"W2261198537","doi":"10.3899/jrheum.150479","title":"Clinical and Economic Burden of Antineutrophil Cytoplasmic Antibody–associated Vasculitis in the United States","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Microscopic polyangiitis; Granulomatosis with polyangiitis; Vasculitis; Medical diagnosis; Anti-neutrophil cytoplasmic antibody; Internal medicine; Diagnosis code; Health care; Surgery; Disease; Pathology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001894694,0.00008912169,0.0005430783,0.0001792801,0.00004051329,0.000006582738,0.0001702023,0.0001307448,0.00002155318],"category_scores_gemma":[0.0002937377,0.0000457026,0.0001214874,0.0001536823,0.0003736758,0.00004464207,0.00003099813,0.000498766,0.000007707808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002312868,"about_ca_system_score_gemma":0.0001720879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221584,"about_ca_topic_score_gemma":0.00006738267,"domain_scores_codex":[0.9982379,0.0005965714,0.0008129209,0.00006856052,0.0001274165,0.0001566276],"domain_scores_gemma":[0.9985254,0.0006047015,0.0004648005,0.0001677234,0.0001549896,0.00008233651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004013781,0.0002138991,0.9837592,0.00003774507,0.0009389489,0.0001099535,0.005641297,0.001387841,0.00008186186,0.001843332,0.005191085,0.0003935156],"study_design_scores_gemma":[0.03661143,0.004070488,0.8295017,0.001439536,0.0017698,0.07642426,0.02046614,0.009904361,0.00005830559,0.01101115,0.008377396,0.0003653989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896319,0.0009526332,0.00001904333,0.008946226,0.0002120432,0.0001031318,0.000008833475,0.000004695427,0.0001214896],"genre_scores_gemma":[0.9856584,0.01410549,0.00003359492,0.0001379154,0.00001804831,5.193256e-7,0.00002033866,0.000008401476,0.00001731228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1542574,"threshold_uncertainty_score":0.2166918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380186810941287,"score_gpt":0.3119325731380944,"score_spread":0.2881307050286815,"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."}}