{"id":"W3099784733","doi":"10.55563/clinexprheumatol/ve38dj","title":"Efficacy of leflunomide in the treatment of vasculitis","year":2021,"lang":"en","type":"article","venue":"Clinical and Experimental Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; McMaster University","funders":"National Center for Research Resources; University of Toronto; Vasculitis Clinical Research Consortium; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Rare Diseases Clinical Research Network","keywords":"Medicine; Granulomatosis with polyangiitis; Leflunomide; Microscopic polyangiitis; Vasculitis; Internal medicine; Giant cell arteritis; Tolerability; Eosinophilic; Discontinuation; Population; Gastroenterology; Adverse effect; Dermatology; Pathology; Disease; Rheumatoid arthritis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000814217,0.00006692419,0.0004460838,0.00002420921,0.00002154533,0.000001851833,0.00003213837,0.0001036488,0.0001583532],"category_scores_gemma":[0.00006071736,0.00004065738,0.0001971449,0.0000727189,0.0003460277,0.00001161714,0.00001435847,0.00007156628,0.000005840115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007934964,"about_ca_system_score_gemma":0.00004873462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008097524,"about_ca_topic_score_gemma":0.000007932709,"domain_scores_codex":[0.9990811,0.0001134344,0.0004982486,0.0001524817,0.0000591969,0.00009555538],"domain_scores_gemma":[0.9993433,0.000352558,0.00005766788,0.0001783343,0.00002112076,0.00004701624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147515,0.02444498,0.8734636,0.0001600442,0.001332996,0.0007360596,0.01151524,0.000004889622,0.008256012,0.03928386,0.0009093388,0.03874545],"study_design_scores_gemma":[0.03997305,0.005919396,0.8636373,0.000388364,0.0002746103,0.003033182,0.008765926,0.00006543386,0.06735597,0.0008995812,0.009480503,0.0002067385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880669,0.009726838,0.00000245142,0.0009047475,0.0001176128,0.0001311985,0.000004377745,0.000004231819,0.001041609],"genre_scores_gemma":[0.9943206,0.005352175,0.0001348107,0.00008396297,0.00001021486,0.0000133329,0.00002274521,0.000003940349,0.00005819436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05909996,"threshold_uncertainty_score":0.1733857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639933709340978,"score_gpt":0.3677043689935336,"score_spread":0.3313050319001239,"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."}}