{"id":"W2902152707","doi":"10.3899/jrheum.180028","title":"Cost-effective Tapering Algorithm in Patients with Rheumatoid Arthritis: Combination of Multibiomarker Disease Activity Score and Autoantibody Status","year":2018,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tapering; Medicine; Rheumatoid arthritis; Internal medicine; Autoantibody; Surgery; Antibody; Immunology","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":[0.002524345,0.0004500712,0.0008926776,0.0003850093,0.0001775505,0.000455546,0.0003595986,0.0004095979,0.000546283],"category_scores_gemma":[0.005627161,0.0002413511,0.0007201915,0.0003101034,0.0001697058,0.0003044786,0.000271377,0.0003879912,0.00007451123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004078321,"about_ca_system_score_gemma":0.00061147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006981938,"about_ca_topic_score_gemma":0.00094817,"domain_scores_codex":[0.9978226,0.001340769,0.0002225705,0.0002030573,0.0003110682,0.00009994661],"domain_scores_gemma":[0.9966766,0.001409616,0.001269282,0.0001905717,0.0001606476,0.000293377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.04768327,0.002433273,0.8281729,0.0002537996,0.00147451,0.0001335614,0.00009799835,0.01411518,0.002262649,0.0001494324,0.0004703095,0.1027531],"study_design_scores_gemma":[0.00828035,0.04088267,0.8848376,0.00009372844,0.002330686,0.000993029,0.0001390902,0.05936028,0.001911334,0.0003388727,0.0007834273,0.00004893667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977884,0.0009815152,0.0007797254,0.0001079412,0.00001032601,0.00008034032,0.00005068958,0.00001030077,0.0001907423],"genre_scores_gemma":[0.9981272,0.0001011433,0.001566933,0.00004090586,0.00001395711,0.00002782154,0.00008867049,0.000001330704,0.00003212216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002524345,"threshold_uncertainty_score":0.01335019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009933949023874619,"score_gpt":0.2707909384087966,"score_spread":0.260856989384922,"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."}}