{"id":"W3165576202","doi":"10.1002/acr2.11263","title":"Clinical Manifestations and Long‐Term Outcomes of Eosinophilic Granulomatosis With Polyangiitis in North America","year":2021,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; University of Toronto; Mount Sinai Hospital","funders":"National Center for Research Resources; National Center for Advancing Translational Sciences; Vasculitis Clinical Research Consortium; Genentech; InflaRx; Insmed; Rare Diseases Clinical Research Network; Bristol-Myers Squibb; AstraZeneca; CSL Behring; F. Hoffmann-La Roche; Sanofi; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Celgene; Biogen; GlaxoSmithKline; Kiniksa Pharmaceuticals; Pfizer","keywords":"Medicine; Granulomatosis with polyangiitis; Internal medicine; Microscopic polyangiitis; Eosinophilic; Vasculitis; Rheumatology; Cohort; Anti-neutrophil cytoplasmic antibody; Cyclophosphamide; Eosinophilia; Asthma; Pediatrics; Pathology; Chemotherapy; 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":[0.00007045791,0.0001169085,0.0006894211,0.0000986729,0.0000639335,0.00001690764,0.0001124399,0.0001097023,0.0002449852],"category_scores_gemma":[0.00009090714,0.00009098109,0.00007446213,0.0003119421,0.0002813673,0.00009108427,0.0001228219,0.0002033765,0.00002029782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001118238,"about_ca_system_score_gemma":0.000170285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005182982,"about_ca_topic_score_gemma":0.003474603,"domain_scores_codex":[0.998794,0.0001102204,0.0005179229,0.0002854832,0.00009392762,0.0001985145],"domain_scores_gemma":[0.999128,0.0002191177,0.0001327113,0.0003160103,0.0000911449,0.0001130484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003016629,0.0002776487,0.9923981,0.00005291717,0.0002757721,0.0007687116,0.0004838041,0.000001052848,0.000008028974,0.0008838999,0.0001214283,0.004698458],"study_design_scores_gemma":[0.003056902,0.0002025599,0.9920617,0.0001472243,0.0001296476,0.003637239,0.000440871,0.00001047985,0.00001562466,0.00008930811,0.0001085371,0.00009995665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945456,0.0005758536,0.00007460281,0.003612962,0.00007074805,0.0003051013,0.00003990834,0.00001512479,0.0007601166],"genre_scores_gemma":[0.9951661,0.002795395,0.00123989,0.0003704835,0.000002755778,0.00003798647,0.0001907703,0.00001559551,0.0001810848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004598502,"threshold_uncertainty_score":0.3710101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339013481142475,"score_gpt":0.3289004585535923,"score_spread":0.3055103237421675,"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."}}