{"id":"W4387654151","doi":"10.3899/jrheum.2023-0495","title":"Occurrence and Prediction of Flare After Tapering of Tumor Necrosis Factor Inhibitors in Patients With Axial Spondyloarthritis","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gigtforeningen","keywords":"Medicine; BASDAI; Ankylosing spondylitis; Flare; Discontinuation; Internal medicine; Magnetic resonance imaging; Tapering; Axial spondyloarthritis; Surgery; Disease; Radiology","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":[0.0006725598,0.0003301933,0.0003824286,0.0005851294,0.0004203483,0.0005420499,0.000273484,0.0005688743,0.0009541156],"category_scores_gemma":[0.002311037,0.0001941272,0.0004397352,0.0005617338,0.0001470649,0.0004495138,0.0002511128,0.0005133198,0.00018529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508441,"about_ca_system_score_gemma":0.0001852314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810979,"about_ca_topic_score_gemma":0.002517434,"domain_scores_codex":[0.9993735,0.0001736651,0.0001029214,0.000105086,0.0001357299,0.0001091091],"domain_scores_gemma":[0.9981463,0.0003293444,0.001107385,0.00005102438,0.0001418608,0.0002241045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003037046,0.00003397126,0.9981856,0.000008369971,0.00002768284,0.00006832444,0.00001584041,0.00003227338,0.000128999,0.000002693464,0.00003530859,0.001157206],"study_design_scores_gemma":[0.00002434032,0.000297736,0.9985653,0.000008636212,0.00003295032,0.0005563932,0.00006074003,0.0002698649,0.00006805039,0.000006942774,0.0001059682,0.000003175531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989234,0.0005549515,0.00006110815,0.00003282784,0.000005778504,0.000009511573,0.0001575255,0.000003088179,0.0002516893],"genre_scores_gemma":[0.9994796,0.00009435962,0.00006038232,0.00002267585,0.00001367498,0.000006010589,0.0002196345,5.397564e-7,0.0001031836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001810979,"threshold_uncertainty_score":0.003600836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008228194593011124,"score_gpt":0.2196215383018743,"score_spread":0.2113933437088631,"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."}}