{"id":"W2181918203","doi":"10.3899/jrheum.150240","title":"Incidence and Predictors of Biological Antirheumatic Drug Discontinuation Attempts among Patients with Rheumatoid Arthritis in Remission: A CORRONA and NinJa Collaborative Cohort Study","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discontinuation; Medicine; Rheumatoid arthritis; Internal medicine; Rheumatology; Cohort; Cohort study; Physical therapy","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":[0.002011868,0.000400845,0.0006577775,0.0008372252,0.0007931688,0.0007982034,0.0008617382,0.0005550227,0.0008614493],"category_scores_gemma":[0.003644643,0.0004892556,0.0008762314,0.001165961,0.0002961327,0.0004679166,0.0008406918,0.0007820793,0.0001584124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005379897,"about_ca_system_score_gemma":0.0006736035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03162243,"about_ca_topic_score_gemma":0.03488224,"domain_scores_codex":[0.9989011,0.0002711969,0.0001369566,0.0003485327,0.0001789774,0.0001631958],"domain_scores_gemma":[0.9966446,0.0003554189,0.001531683,0.0006322488,0.0003407401,0.0004953377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001311444,0.00001951438,0.9992637,0.000005198416,0.00007918542,0.00002911386,0.00004574172,0.00002520373,0.00005428789,0.000006378192,0.00006977714,0.0002707621],"study_design_scores_gemma":[0.00001757892,0.00004053496,0.9995103,0.000006475741,0.00004255342,0.00007090258,0.00008384001,0.0001260225,0.00001094682,0.000004766613,0.00008245718,0.000003525265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987632,0.0002036024,0.00004495428,0.00003412155,0.000005267392,0.00001163706,0.0007621837,0.000002637644,0.0001723948],"genre_scores_gemma":[0.9987589,0.0001121141,0.00008256487,0.00002297167,0.000009833592,0.00001679683,0.0008919123,0.000002290902,0.0001025346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03162243,"threshold_uncertainty_score":0.06287676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051466222640141,"score_gpt":0.2559675590100269,"score_spread":0.2454528967836255,"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."}}