{"id":"W2897014939","doi":"10.1136/annrheumdis-2018-eular.5848","title":"OP0106 Who is not reaching remission in early ra and why? predictors for persistent disease activity in the first year differ in men and women and are related to lifestyle and treatment","year":2018,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; Western University; Université de Sherbrooke; University of Manitoba; Southlake Regional Health Center; University of Toronto; McGill University","funders":"Sanofi Genzyme; National Institutes of Health; Northeast Ohio Medical University; Amgen; Pfizer; Eli Lilly and Company; Università Cattolica del Sacro Cuore","keywords":"Medicine; Logistic regression; Cohort; Internal medicine; Disease; Odds; Physical therapy; Guideline; Odds ratio; Pediatrics; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081907,0.0002629326,0.0008759993,0.0005332649,0.0007071553,0.001625868,0.0005298399,0.001356617,0.003622453],"category_scores_gemma":[0.004874134,0.0002883328,0.0009778725,0.001330838,0.0003928972,0.001236963,0.0003814506,0.002158052,0.0006699124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002303,"about_ca_system_score_gemma":0.0006810215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006691488,"about_ca_topic_score_gemma":0.007617849,"domain_scores_codex":[0.9991636,0.0001698322,0.0001031281,0.0001252744,0.0001753242,0.0002628494],"domain_scores_gemma":[0.9971825,0.0007992068,0.001119209,0.0001088329,0.0002295588,0.0005608019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004554198,0.00008364374,0.9889085,0.00005325767,0.0001062069,0.0002263362,0.0001193347,0.00003942615,0.0001079595,0.00007513481,0.0008822756,0.008942592],"study_design_scores_gemma":[0.00004327803,0.0001586796,0.9955899,0.0001116271,0.000202612,0.001034855,0.0006700581,0.0001975125,0.0000750135,0.0002736177,0.001624255,0.00001858098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821591,0.006784427,0.0001877022,0.00351114,0.0002789257,0.00002572466,0.001212387,0.00001794537,0.005822699],"genre_scores_gemma":[0.9956102,0.001503552,0.0001278125,0.0007383503,0.0002349418,0.00001107621,0.0006510923,0.0000122248,0.00111062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006691488,"threshold_uncertainty_score":0.01330507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385216314938538,"score_gpt":0.3043184261963338,"score_spread":0.2704662630469484,"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."}}