{"id":"W3158909549","doi":"10.1097/rhu.0000000000001744","title":"An Initiative to Improve Timely Glucocorticoid Tapering in Vasculitis","year":2021,"lang":"en","type":"article","venue":"JCR Journal of Clinical Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Vancouver General Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Tapering; Vasculitis; Prednisone; Internal medicine; Intervention (counseling); Surgery; 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":[0.0008586217,0.0001299536,0.001170523,0.000178986,0.00003375701,0.00001765024,0.0001263105,0.0003125946,0.000642446],"category_scores_gemma":[0.003403505,0.0001067916,0.0004448072,0.0002916434,0.00008350911,0.0001488047,0.00004815446,0.001057991,0.0001315676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004646578,"about_ca_system_score_gemma":0.0008182238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001420669,"about_ca_topic_score_gemma":0.00002667953,"domain_scores_codex":[0.9968733,0.0003535613,0.001979041,0.0002627895,0.0002410838,0.0002902033],"domain_scores_gemma":[0.9976043,0.0007296044,0.0004236438,0.0002935221,0.0005008989,0.0004480822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001544538,0.004086337,0.8039671,0.0002818959,0.002332889,0.01623619,0.002440154,0.0005150757,0.00658938,0.008245967,0.002349357,0.1514111],"study_design_scores_gemma":[0.01964898,0.0052346,0.936992,0.001523143,0.0004235753,0.01725571,0.001968951,0.0009092816,0.001769077,0.002823839,0.01104111,0.0004096844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901893,0.0006483977,0.0007802393,0.005588045,0.001236578,0.000151861,0.000005978755,0.00001180011,0.001387774],"genre_scores_gemma":[0.9938208,0.001355669,0.002963464,0.001619377,0.0001191801,0.000005161024,0.000008393791,0.00001962555,0.00008834813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1510014,"threshold_uncertainty_score":0.7034334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856660341373643,"score_gpt":0.3926564137378931,"score_spread":0.3540898103241567,"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."}}