{"id":"W3087448180","doi":"10.3899/jrheum.200437","title":"Biologic Switching Among Nonsystemic Juvenile Idiopathic Arthritis Patients: A Cohort Study in the Childhood Arthritis and Rheumatology Research Alliance Registry","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Etanercept; Rheumatology; Internal medicine; Arthritis; Cohort; Canakinumab; Anakinra; Cohort study; Physical therapy; Disease; Pediatrics; Rheumatoid arthritis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002551174,0.0003888645,0.0006637884,0.001295094,0.001119082,0.001498247,0.0008465681,0.0005552327,0.001635984],"category_scores_gemma":[0.005509501,0.0006545646,0.0007946152,0.00295208,0.000425861,0.001176486,0.000922882,0.001252705,0.0004110509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008686839,"about_ca_system_score_gemma":0.001481952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02381533,"about_ca_topic_score_gemma":0.02317252,"domain_scores_codex":[0.9968641,0.000777084,0.0004210197,0.000838428,0.0006679535,0.0004312611],"domain_scores_gemma":[0.992381,0.0008249781,0.004520932,0.0008805118,0.000630965,0.0007615479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006477166,0.00003824999,0.9990816,0.000007007004,0.00004208499,0.00008392018,0.0001122652,0.00001570996,0.00004867202,0.00001231813,0.0001493043,0.0003439831],"study_design_scores_gemma":[0.00002125877,0.00008999302,0.9984138,0.00001335324,0.00004086356,0.0005067863,0.0004245844,0.0001593827,0.00004318996,0.00001026907,0.0002692531,0.00000733848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978483,0.0001810488,0.00007832849,0.00005258926,0.000007859505,0.00002983301,0.00146611,0.000005999188,0.0003300339],"genre_scores_gemma":[0.9979138,0.0001762505,0.0001362084,0.00005236046,0.00001485098,0.00003612187,0.001541231,0.000006943857,0.0001221534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02381533,"threshold_uncertainty_score":0.04735345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255941260958705,"score_gpt":0.2968378969253683,"score_spread":0.2712437708294978,"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."}}