{"id":"W2808632434","doi":"10.1136/annrheumdis-2018-eular.2131","title":"SAT0196 Time to discontinuation of biologic therapy by mechanism of action in rheumatoid arthritis: results from the ontario best practice research initiative (OBRI) cohort","year":2018,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Adalimumab; Golimumab; Discontinuation; Abatacept; Rheumatoid arthritis; Etanercept; Tofacitinib; Infliximab; Internal medicine; Adverse effect; Tocilizumab; TNF inhibitor; Cohort; Physical therapy; Rituximab; Tumor necrosis factor alpha","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001116681,0.0004050199,0.0008515372,0.0009259273,0.0008529794,0.001114465,0.001171756,0.0007766152,0.003158471],"category_scores_gemma":[0.004932962,0.000536589,0.001675477,0.003101185,0.0003825504,0.000544624,0.0006442168,0.001038973,0.0002932037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002761526,"about_ca_system_score_gemma":0.003528455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4278671,"about_ca_topic_score_gemma":0.4749292,"domain_scores_codex":[0.9984857,0.0001768052,0.0001542542,0.0004250568,0.0004550446,0.0003030952],"domain_scores_gemma":[0.9962076,0.0004340347,0.001940301,0.0004073713,0.0005720653,0.0004386976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001177387,0.00002952766,0.9922476,0.00009608775,0.0009398187,0.00007431462,0.0001528523,0.00008516663,0.0002362061,0.00009400082,0.001746769,0.003120398],"study_design_scores_gemma":[0.00007277679,0.00005478162,0.9982381,0.00003426273,0.0003162196,0.00007810073,0.0001061624,0.00009610385,0.00002612858,0.00004148737,0.0009261186,0.000009748473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959103,0.006069366,0.0002413864,0.0005793485,0.00008626613,0.0000423624,0.0298727,0.00002293091,0.003982648],"genre_scores_gemma":[0.9888799,0.001125564,0.0001621505,0.0001938723,0.00005115915,0.00003560833,0.00806487,0.00001530108,0.001471516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4278671,"threshold_uncertainty_score":0.8507532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009521946266544,"score_gpt":0.3785237141540789,"score_spread":0.2775715195274245,"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."}}