{"id":"W2075621285","doi":"10.3899/jrheum.140946","title":"Trends in Medication Usage in Juvenile Idiopathic Arthritis: Prescribing Trends or Trends in Prescribers?","year":2014,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Medical prescription; Diagnosis code; Population; Medical diagnosis; Rheumatology; Rheumatoid arthritis; Disease; Arthritis; Family medicine; Health care; Internal medicine; Pathology; Pharmacology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002543289,0.0001854385,0.0004177574,0.002121896,0.0002896503,0.001053041,0.0006922912,0.001121872,0.002947303],"category_scores_gemma":[0.01022226,0.0002790771,0.001021927,0.00642314,0.0003559025,0.001922285,0.000442624,0.001146536,0.0004836303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009839803,"about_ca_system_score_gemma":0.000977147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0309391,"about_ca_topic_score_gemma":0.05426113,"domain_scores_codex":[0.9977173,0.0004535147,0.0005550068,0.0005611211,0.0004513747,0.0002617882],"domain_scores_gemma":[0.9863887,0.002828858,0.00809388,0.0004029986,0.001618436,0.0006671149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009821654,0.00002716358,0.9924777,0.0001343646,0.0001653433,0.00002684994,0.0001759562,0.00003541495,0.00003096752,0.0001033727,0.001457133,0.005267548],"study_design_scores_gemma":[0.00000822542,0.00004664985,0.9972253,0.0001439827,0.0000999331,0.0001117898,0.0003495826,0.0004284503,0.00002752827,0.00006736767,0.001483409,0.000007921564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9473411,0.02617606,0.0005877365,0.009786949,0.0002951979,0.00004253507,0.01206307,0.00004460014,0.003662723],"genre_scores_gemma":[0.9870427,0.005937,0.000469975,0.001386323,0.0004767696,0.00003683218,0.004133919,0.0000257359,0.0004907633],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0309391,"threshold_uncertainty_score":0.06151801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0337587873980529,"score_gpt":0.3037677736653342,"score_spread":0.2700089862672813,"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."}}