{"id":"W2994155775","doi":"10.3899/jrheum.190535","title":"Reasons for Biologic and Targeted Synthetic Disease-modifying Antirheumatic Drug Cessation and Persistence of Second-line Treatment in a Rheumatoid Arthritis Dataset","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Rheumatology; Rituximab; Internal medicine; Antirheumatic drugs; Second line; Retrospective cohort study; Antirheumatic Agents; First line; Physical therapy; Surgery; Lymphoma","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":[0.005467691,0.0003862202,0.001379891,0.001011736,0.0004294788,0.001073588,0.00133159,0.000837451,0.002743946],"category_scores_gemma":[0.02251592,0.000411257,0.001924758,0.00200777,0.000269483,0.0005810063,0.001011785,0.001219939,0.000855292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008055515,"about_ca_system_score_gemma":0.001250157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0179063,"about_ca_topic_score_gemma":0.01850045,"domain_scores_codex":[0.9940634,0.001788218,0.001222564,0.001587898,0.00083004,0.0005078919],"domain_scores_gemma":[0.974116,0.007005562,0.01352426,0.002431556,0.002001356,0.0009212305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001888557,0.000109591,0.9743766,0.0008842648,0.001539949,0.0001788872,0.0001797267,0.001002627,0.0004314162,0.0001828479,0.01371051,0.005514933],"study_design_scores_gemma":[0.0002541526,0.0002538527,0.9858747,0.0002450311,0.0005723721,0.0007831256,0.0001539457,0.003588935,0.0002658087,0.0001677848,0.007805856,0.00003453867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7874827,0.002974632,0.0009327876,0.00101066,0.00006574081,0.0001323028,0.2051413,0.0001012349,0.002158702],"genre_scores_gemma":[0.8356847,0.0005087318,0.00150274,0.0006146917,0.00006023632,0.0003064859,0.1603353,0.00003456172,0.0009524545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0179063,"threshold_uncertainty_score":0.03560418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352099452757814,"score_gpt":0.279605846157931,"score_spread":0.2560848516303528,"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."}}