{"id":"W2972677927","doi":"10.1186/s12969-019-0358-x","title":"Reduction in the utilization of prednisone or methotrexate in Canadian claims data following initiation of etanercept in pediatric patients with juvenile idiopathic arthritis","year":2019,"lang":"en","type":"article","venue":"Pediatric Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Pfizer","keywords":"Medicine; Etanercept; Internal medicine; Methotrexate; Prednisone; Arthritis; Dosing; Medical prescription; Adalimumab; Pediatrics; Rheumatoid arthritis; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001767276,0.0001355233,0.0007270995,0.001224697,0.00002640207,0.000006009232,0.0002702635,0.0001932108,0.0000708674],"category_scores_gemma":[0.000651911,0.0001027768,0.00003494946,0.00182436,0.00003498956,0.0003015028,0.00005433572,0.0003386369,0.00001011237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155667,"about_ca_system_score_gemma":0.001582899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03412243,"about_ca_topic_score_gemma":0.07352577,"domain_scores_codex":[0.9973881,0.0004368983,0.00110812,0.0003233996,0.0003663844,0.0003770469],"domain_scores_gemma":[0.9987883,0.0001505792,0.0003773686,0.0005299117,0.0001001402,0.00005368883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000259189,0.0001900032,0.9947791,0.0004146906,0.000007496698,0.00002075002,0.001744276,0.00008007516,0.00001153624,0.00004037292,0.00004941033,0.002403176],"study_design_scores_gemma":[0.004919949,0.0003735757,0.9922531,0.0001402977,0.0000387535,0.00002338471,0.0009184877,0.001117593,0.00001363729,0.00004657701,0.00004141281,0.0001132785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963349,0.002166251,0.00001915169,0.0001582248,0.0001252023,0.0009525013,0.00001624928,0.000007391985,0.0002201784],"genre_scores_gemma":[0.9960948,0.003448392,0.00008788566,0.00001279241,0.00001342264,0.00003424658,0.0002769361,0.00001850433,0.00001308119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03940334,"threshold_uncertainty_score":0.9723094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266020013793904,"score_gpt":0.3006385231184505,"score_spread":0.2679783229805115,"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."}}