{"id":"W3068188279","doi":"10.1136/annrheumdis-2020-217344","title":"EULAR definition of difficult-to-treat rheumatoid arthritis","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":539,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"European League Against Rheumatism; Radboud Universiteit","keywords":"Medicine; Rheumatoid arthritis; Intensive care medicine; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06616381,0.002569334,0.002265694,0.006314262,0.002446618,0.004486105,0.006254422,0.009044377,0.003249554],"category_scores_gemma":[0.05316349,0.0007098081,0.003778643,0.003388764,0.006267267,0.002702067,0.00910059,0.006577353,0.002777144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005218519,"about_ca_system_score_gemma":0.01994089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00599579,"about_ca_topic_score_gemma":0.00362605,"domain_scores_codex":[0.9018054,0.05159063,0.02519589,0.002635357,0.01361186,0.005160827],"domain_scores_gemma":[0.9265978,0.02163499,0.01826964,0.002509189,0.02747498,0.003513393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001168304,0.0006705422,0.02460612,0.01926262,0.0004971465,0.001879411,0.008204376,0.003219465,0.003558417,0.1884461,0.5732628,0.1752247],"study_design_scores_gemma":[0.0005299284,0.0008045356,0.01925356,0.02147421,0.0003981073,0.004647247,0.002497969,0.001487842,0.0009094934,0.03390728,0.9138141,0.0002757551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02944466,0.2582735,0.1396259,0.2743216,0.03119316,0.02086555,0.01249921,0.0007390324,0.2330372],"genre_scores_gemma":[0.2759906,0.07858001,0.3534869,0.1650567,0.01909736,0.05896538,0.02538279,0.0004107869,0.02302956],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06616381,"threshold_uncertainty_score":0.3499119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05324374262193562,"score_gpt":0.2927900079434731,"score_spread":0.2395462653215375,"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."}}