{"id":"W2007949339","doi":"10.3899/jrheum.120299","title":"Do Adult Disease Severity Subclassifications Predict Use of Cyclophosphamide in Children with ANCA-associated Vasculitis? An Analysis of ARChiVe Study Treatment Decisions","year":2012,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto; BC Children's Hospital; McGill University; University of British Columbia","funders":"University of Oklahoma Health Sciences Center; Bunning Food Allergy Institute, Ann and Robert H. Lurie Children's Hospital of Chicago; IWK Health Centre; Texas Children's Hospital; McGill University; McGill University Health Centre; Seattle Children's Research Institute; University of Louisville; Childhood Arthritis and Rheumatology Research Alliance; Cincinnati Children's Hospital Medical Center; University of Oklahoma; Dalhousie University","keywords":"Medicine; Cyclophosphamide; Vasculitis; Internal medicine; Systemic vasculitis; Cohort; Anti-neutrophil cytoplasmic antibody; Disease; Pediatrics; Chemotherapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001884031,0.0001705711,0.0003776318,0.0006519806,0.0001738293,0.0005791031,0.0002816877,0.0003203307,0.001149927],"category_scores_gemma":[0.008706922,0.000120334,0.0004876758,0.0008261171,0.0002534706,0.0004673532,0.000348248,0.000423202,0.0001271596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027381,"about_ca_system_score_gemma":0.0003447636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431395,"about_ca_topic_score_gemma":0.001760466,"domain_scores_codex":[0.9984333,0.0005943254,0.0002425107,0.000279316,0.000291925,0.0001585169],"domain_scores_gemma":[0.9913962,0.002610588,0.004785933,0.0003582349,0.0003326685,0.000516244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001900869,0.000006918497,0.9987376,0.0000037073,0.00003385311,0.00001651344,0.00003084446,0.00006016908,0.00003423734,0.00001269843,0.00005206738,0.0008214337],"study_design_scores_gemma":[0.00001780973,0.000169608,0.9988133,0.000009046353,0.00002987608,0.0001577519,0.00009888471,0.0004086652,0.00008721121,0.00002020607,0.0001851938,0.000002617608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992002,0.0001868308,0.00006140624,0.0000294127,0.000002873635,0.000005497235,0.0002291401,0.000001299244,0.0002834496],"genre_scores_gemma":[0.9995028,0.00004913523,0.00006458341,0.00001841247,0.000007303767,0.000006418923,0.0003224348,0.000001742778,0.00002723367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001884031,"threshold_uncertainty_score":0.00996381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975126833630103,"score_gpt":0.2741948054126025,"score_spread":0.2544435370763015,"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."}}