{"id":"W2611496545","doi":"10.2147/oarrr.s132080","title":"Variations in the clinical practice of physicians managing Takayasu arteritis: a nationwide survey","year":2017,"lang":"en","type":"article","venue":"Open Access Rheumatology Research and Reviews","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Alberta; University of Ottawa; South Health Campus; University of Toronto; St Joseph's Health Care; BC Children's Hospital; Alberta Children's Hospital; University of Calgary; Centre Hospitalier Universitaire de Sherbrooke","funders":"Hospital for Sick Children; Memorial University of Newfoundland; University of Toronto; Dalhousie University; Canadian Rheumatology Association; University of Alberta; McGill University Health Centre; Queen's University; McMaster University; McGill University","keywords":"Medicine; Rheumatology; Azathioprine; Vasculitis; Arteritis; Methotrexate; Takayasu arteritis; Internal medicine; Takayasu's arteritis; Disease; Magnetic resonance imaging; Pediatrics; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001801968,0.0001193136,0.0002076783,0.001198778,0.0007297227,0.0007220526,0.0006676313,0.0006489989,0.001328072],"category_scores_gemma":[0.007635667,0.0002392387,0.0002550251,0.002953583,0.0005136188,0.0005380597,0.0006871429,0.0004193328,0.0001929595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002611723,"about_ca_system_score_gemma":0.003393417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2897881,"about_ca_topic_score_gemma":0.3176898,"domain_scores_codex":[0.99705,0.0006586638,0.000467208,0.0003832523,0.0009768681,0.0004639205],"domain_scores_gemma":[0.9898038,0.001737901,0.005163644,0.0002414205,0.00150806,0.001545198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001491152,0.00001504723,0.9974858,0.0000289162,0.00001447212,0.0000438506,0.0005592597,0.00002523728,0.00005765564,0.00001144044,0.0003772888,0.001366112],"study_design_scores_gemma":[0.000002087417,0.00001383486,0.9985429,0.00002231329,0.000004048987,0.00008996767,0.0009421552,0.00007241927,0.00001045422,0.000002873181,0.0002936328,0.000003351639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961246,0.0005960882,0.00005857264,0.0008104615,0.00001079086,0.00002335745,0.001252008,0.000006060633,0.001118058],"genre_scores_gemma":[0.998948,0.0003397534,0.00008564204,0.0001525678,0.000007382717,0.00001373282,0.0003817712,0.000001532857,0.00006969605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2897881,"threshold_uncertainty_score":0.5762026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3311978502739099,"score_gpt":0.5819365129163429,"score_spread":0.2507386626424329,"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."}}