{"id":"W2959439664","doi":"10.3899/jrheum.190268","title":"Outcome Monitoring and Clinical Decision Support in Polyarticular Juvenile Idiopathic Arthritis","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Children's Hospital of Philadelphia; Intermountain Healthcare","keywords":"Medicine; Internal medicine; Interquartile range; Rheumatoid arthritis; Arthritis; Rheumatology; Adalimumab; Disease; Medical prescription; Juvenile rheumatoid arthritis; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003450006,0.00008510979,0.0007796152,0.0001569629,0.00003685149,0.000008517379,0.0001401286,0.000122486,0.000127227],"category_scores_gemma":[0.0006571252,0.0000536472,0.0001061284,0.0001062938,0.0001076964,0.0001039352,0.00008053334,0.0006931652,0.00009322281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003002461,"about_ca_system_score_gemma":0.0001924688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004947204,"about_ca_topic_score_gemma":0.00001183203,"domain_scores_codex":[0.9978343,0.0002288465,0.001355766,0.00008739994,0.0002671892,0.0002265543],"domain_scores_gemma":[0.9989396,0.0003508492,0.0003020145,0.0002225989,0.00009443975,0.00009049368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004350918,0.00006018442,0.9764205,0.00003389508,0.00003293049,0.00008926013,0.0002674088,0.000004051562,0.000392666,0.00003691746,0.00009357728,0.02213357],"study_design_scores_gemma":[0.006012612,0.001361378,0.9756372,0.000758403,0.00003737451,0.01258059,0.001177092,0.0001659729,0.0002043699,0.0003656665,0.001605576,0.00009374134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931315,0.00510794,0.00006887222,0.001050551,0.0004091965,0.0001330171,1.774656e-7,0.000005150051,0.00009366054],"genre_scores_gemma":[0.992618,0.00710588,0.0001235098,0.00005155012,0.00001194791,7.286779e-7,1.576302e-7,0.00001111554,0.00007716167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02203983,"threshold_uncertainty_score":0.3011496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612291843306059,"score_gpt":0.3496944648388743,"score_spread":0.3235715464058137,"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."}}