{"id":"W2951769538","doi":"10.1136/annrheumdis-2019-eular.4236","title":"AB0233 ASSESSMENT OF THE RESPONSE TO THERAPY WITH CSDMARDS AND BDMARDS IN PATIENTS WITH RHEUMATOID ARTHRITIS","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Foundation for Research in Rheumatology; Sun Pharma; Arthritis Society; Roche Nederland; Universiteit Utrecht; F. Hoffmann-La Roche; Dutch Arthritis Society; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Physical therapy; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008683446,0.0005238174,0.0008848727,0.0009709145,0.0002811773,0.0004299306,0.0002653816,0.0005946211,0.001372069],"category_scores_gemma":[0.00212196,0.00018552,0.0005375915,0.000800002,0.0001486958,0.0003127398,0.0002185715,0.0006230171,0.0004213822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811931,"about_ca_system_score_gemma":0.0002372454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913278,"about_ca_topic_score_gemma":0.003583342,"domain_scores_codex":[0.9992707,0.0002870163,0.0001061608,0.00007646374,0.0001730325,0.00008654096],"domain_scores_gemma":[0.9989747,0.0003465828,0.0003070688,0.00002794977,0.0001804424,0.0001632462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007409473,0.0004519823,0.9581881,0.0001845804,0.0004111993,0.000667275,0.0001318806,0.0002936022,0.00391767,0.00003435278,0.0006418081,0.02766803],"study_design_scores_gemma":[0.0001956061,0.002415193,0.9940565,0.00003923173,0.0001919589,0.001026482,0.0001395941,0.0005633987,0.0004500466,0.00003990282,0.000867226,0.00001499478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893278,0.004867937,0.000139512,0.0002802567,0.00004324502,0.0000442811,0.0005453116,0.00002081385,0.004730717],"genre_scores_gemma":[0.9976921,0.0007494048,0.0002068285,0.0001924514,0.00005209354,0.00002616487,0.0004296714,0.000003285917,0.0006479592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002913278,"threshold_uncertainty_score":0.005792677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142417805810103,"score_gpt":0.2851460651801122,"score_spread":0.2737218871220112,"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."}}