{"id":"W2410389433","doi":"10.3899/jrheum.160363","title":"Predictors of Loss of Remission and Disease Flares in Patients with Axial Spondyloarthritis Receiving Antitumor Necrosis Factor Treatment: A Retrospective Study","year":2016,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Infliximab; Etanercept; Erythrocyte sedimentation rate; Adalimumab; Interquartile range; Ankylosing spondylitis; Gastroenterology; Retrospective cohort study; Surgery; Disease; Tumor necrosis factor alpha","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":[0.0007593582,0.0002340151,0.0004190225,0.0006582161,0.0003981497,0.0005816768,0.0003256838,0.000513636,0.001070826],"category_scores_gemma":[0.002131013,0.0002810157,0.0004337541,0.0008620683,0.0003020182,0.0005694504,0.0003760637,0.0004672748,0.0002724443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543234,"about_ca_system_score_gemma":0.0002727165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308695,"about_ca_topic_score_gemma":0.001014701,"domain_scores_codex":[0.9993328,0.0001708446,0.0001139379,0.0001584521,0.0001385334,0.00008535868],"domain_scores_gemma":[0.9977878,0.0004380425,0.001161684,0.0001502982,0.0002046205,0.0002574785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009023963,0.00001593856,0.9993373,0.000003259766,0.00002045248,0.00007167814,0.00001447048,0.00001057894,0.00006236414,0.000002607641,0.0000136217,0.0003575881],"study_design_scores_gemma":[0.00001398686,0.0003012693,0.9974636,0.000005608027,0.00003804591,0.001643199,0.0001466593,0.0001439626,0.00006043889,0.000008075513,0.000171539,0.00000355175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992836,0.0003754882,0.00006367152,0.00001287445,0.00000364901,0.000005146262,0.0000998746,0.000001801565,0.0001538942],"genre_scores_gemma":[0.9996119,0.00010499,0.00004433365,0.000011117,0.000009965786,0.000004949341,0.0001705626,8.849568e-7,0.00004133699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001308695,"threshold_uncertainty_score":0.004015923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007254620190385497,"score_gpt":0.2343805830014408,"score_spread":0.2271259628110553,"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."}}