{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01104273,0.0004615735,0.0005612072,0.001159584,0.0006372678,0.00193426,0.0007687517,0.0005772493,0.001522697],"category_scores_gemma":[0.04809152,0.0001804995,0.0003901993,0.001157154,0.0006532823,0.00126048,0.001758468,0.001196566,0.0002238759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245649,"about_ca_system_score_gemma":0.002897683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002253936,"about_ca_topic_score_gemma":0.002602204,"domain_scores_codex":[0.9840463,0.01094155,0.001552763,0.001007735,0.001972476,0.0004790558],"domain_scores_gemma":[0.9550137,0.02174709,0.01697764,0.0008072006,0.002810376,0.002643974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001787279,0.001822928,0.4960907,0.001466033,0.0003514531,0.0006433545,0.001774077,0.005221339,0.0006996242,0.001343582,0.008545632,0.480254],"study_design_scores_gemma":[0.00170306,0.005223675,0.8764641,0.003856951,0.0007106779,0.003502739,0.003261181,0.06468374,0.004158598,0.0125307,0.02370003,0.000204469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191796,0.02624549,0.02122514,0.02105976,0.0004029652,0.0005326918,0.0007492218,0.0003478866,0.01025718],"genre_scores_gemma":[0.9870231,0.002068609,0.009329589,0.0006628527,0.0002736462,0.0001573826,0.0002723418,0.0000123563,0.0001999981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01104273,"threshold_uncertainty_score":0.05840021,"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."}}