{"id":"W2951919715","doi":"10.1136/annrheumdis-2019-eular.4395","title":"FRI0550 JIA DISEASE ACTIVITY OUTCOMES ACROSS A MULTI-CENTER COHORT: ANALYSIS OF THE PEDIATRIC RHEUMATOLOGY CARE AND OUTCOMES IMPROVEMENT NETWORK (PR-COIN) REGISTRY","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hospital for Sick Children","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Cohort; Disease; Physical therapy; Single Center; Severity of illness; Arthritis; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003347654,0.0003031112,0.00135119,0.0001188134,0.0001966157,0.00003063228,0.000532743,0.00008798733,0.0001133551],"category_scores_gemma":[0.0008047643,0.0001648506,0.001068261,0.0006292862,0.0003395203,0.0001353953,0.0006214087,0.0002022307,0.000008077428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002745579,"about_ca_system_score_gemma":0.0002790585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003117897,"about_ca_topic_score_gemma":0.00004717021,"domain_scores_codex":[0.9974151,0.0002175701,0.0007752987,0.0003750473,0.0007107446,0.0005062145],"domain_scores_gemma":[0.9968188,0.0003594337,0.0007595152,0.001595788,0.0002579325,0.0002084764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002627218,0.0006711055,0.9893904,0.001950245,0.002623723,0.000001650393,0.0005079343,0.0001566237,0.000006106559,0.00004198245,0.0005171959,0.003870256],"study_design_scores_gemma":[0.001987081,0.00008266158,0.9939743,0.0002632055,0.001612613,9.232501e-7,0.0007725831,0.001028746,0.00002359,0.00004657042,0.00004938065,0.0001582903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930731,0.003617109,0.00001138528,0.001397967,0.0001864869,0.001262456,0.000368057,0.00002379158,0.00005964219],"genre_scores_gemma":[0.9976789,0.001301223,0.0000143357,0.0002850977,0.000006720124,0.00006634361,0.00002913736,0.00002573246,0.000592518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004605787,"threshold_uncertainty_score":0.6722411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208541559340375,"score_gpt":0.3319416299542849,"score_spread":0.3110874740202474,"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."}}