{"id":"W2411490644","doi":"10.1136/annrheumdis-2015-eular.3538","title":"SAT0557 Predictors of Response in Patients with Psoriatic Arthritis Treated with Anti-TNF in a Real-World Setting","year":2015,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep de Rimouski; McMaster University; Research Canada; Université de Montréal; University of Alberta; University of Saskatchewan; Nexus Clinical Research (Canada); Arthritis Research Centre of Canada","funders":"","keywords":"Medicine; Golimumab; Psoriatic arthritis; Internal medicine; Infliximab; Ankylosing spondylitis; Adalimumab; Multivariate analysis; Gastroenterology; Rheumatoid arthritis; Physical therapy; Disease","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":[0.000626418,0.0002367332,0.0004762691,0.0004696046,0.0003446948,0.001001257,0.0002615564,0.0005983405,0.001755484],"category_scores_gemma":[0.002853374,0.0001623144,0.000588434,0.0009272158,0.0002570018,0.000425357,0.0003430751,0.0007540014,0.000261264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997652,"about_ca_system_score_gemma":0.0002909731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002031312,"about_ca_topic_score_gemma":0.002774337,"domain_scores_codex":[0.9991981,0.0003433886,0.0001102846,0.0001056878,0.0001015709,0.0001409452],"domain_scores_gemma":[0.9981817,0.0006343799,0.0007080702,0.00006347248,0.0001430388,0.0002693594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007151341,0.00008705394,0.9972146,0.00002087167,0.0001096289,0.0001054396,0.00003239742,0.00007760021,0.0001778802,0.00002045869,0.0001329269,0.001306023],"study_design_scores_gemma":[0.00003991941,0.0003550215,0.9976815,0.00001385634,0.0001065092,0.0004193861,0.0003688868,0.0006529711,0.00008055941,0.00005228341,0.0002221641,0.000006865479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998708,0.0004311261,0.00003952059,0.0001073917,0.00001682853,0.000003981283,0.0002565392,0.00000232864,0.000434331],"genre_scores_gemma":[0.9995835,0.00007237565,0.00003154045,0.00003614376,0.00001798503,0.00000235789,0.0001827429,9.239901e-7,0.00007239429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002031312,"threshold_uncertainty_score":0.005872667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224273527055283,"score_gpt":0.27777461471776,"score_spread":0.2553472620122317,"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."}}