{"id":"W2749625285","doi":"10.1093/rheumatology/kex315","title":"Optimizing treatment with tumour necrosis factor inhibitors in rheumatoid arthritis—a proof of principle and exploratory trial: is dose tapering practical in good responders?","year":2017,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"James Cook University; Deakin University; Versus Arthritis; Arthritis Research UK; Queen Mary University of London","keywords":"Medicine; Tapering; Rheumatoid arthritis; Proof of concept; Internal medicine; Clinical trial; Necrosis; Randomized controlled trial; Oncology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003754482,0.0002346543,0.0006714966,0.0002465289,0.0001220356,0.0001337391,0.0001053863,0.0001116223,0.00004369331],"category_scores_gemma":[0.0002961955,0.0001909797,0.00006873447,0.0001183917,0.0001993158,0.000595478,0.0001056104,0.0002810633,0.000004722501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334377,"about_ca_system_score_gemma":0.0003630047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000336399,"about_ca_topic_score_gemma":0.0009179753,"domain_scores_codex":[0.9981583,0.0001216288,0.0004742374,0.0004100095,0.000397809,0.0004380323],"domain_scores_gemma":[0.9988664,0.0001439275,0.0002188629,0.0005161495,0.00006218623,0.0001924271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.148341,0.005866991,0.5851033,0.000658652,0.0007041116,0.002835337,0.05315334,0.00005574248,0.08439471,0.0008971469,0.0001113631,0.1178783],"study_design_scores_gemma":[0.4939951,0.0258165,0.1760803,0.01369633,0.00002286163,0.0004867106,0.01133605,0.001631603,0.2563962,0.0003161639,0.01858451,0.001637704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932718,0.003750252,0.00001407957,0.000950309,0.00005732709,0.001489008,0.00001700782,0.00002339207,0.0004267875],"genre_scores_gemma":[0.9861037,0.01246716,0.001054102,0.00002592333,0.00002638683,0.000192735,0.000005335791,0.00004173442,0.00008299605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4090231,"threshold_uncertainty_score":0.7787928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04345708747857786,"score_gpt":0.3232775280067213,"score_spread":0.2798204405281434,"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."}}