{"id":"W2269463322","doi":"10.3899/jrheum.150744","title":"Effectiveness and Feasibility Associated with Switching to a Second or Third TNF Inhibitor in Patients with Psoriatic Arthritis: A Cohort Study from Southern Sweden","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Reumatikerförbundet; Lunds Universitet; Oak Foundation","keywords":"Medicine; Psoriatic arthritis; Internal medicine; Rheumatism; Rheumatology; Psoriasis; TNF inhibitor; Rheumatoid arthritis; Proportional hazards model; Cohort; Etanercept; Surgery; 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":[0.0009274367,0.0004613402,0.0005716498,0.001135436,0.0007848727,0.00113791,0.0004379014,0.0006678543,0.001530116],"category_scores_gemma":[0.002281958,0.0004808926,0.001168947,0.001090362,0.0004220158,0.0004853293,0.0007027351,0.0006423282,0.0003850482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926324,"about_ca_system_score_gemma":0.0005767447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110621,"about_ca_topic_score_gemma":0.008784588,"domain_scores_codex":[0.9989583,0.0003065009,0.0001214574,0.0002635601,0.0001888115,0.0001611998],"domain_scores_gemma":[0.997995,0.0003001825,0.0009149163,0.0002023073,0.0002043336,0.0003831931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000158516,0.00003276429,0.9989942,0.000004542874,0.00006525926,0.0001148625,0.000123218,0.00001969028,0.0001074123,0.000003270097,0.00002779013,0.0003485129],"study_design_scores_gemma":[0.00001657607,0.0001901521,0.9986229,0.000006059688,0.00005354977,0.0004977083,0.000347348,0.0001172992,0.00003289872,0.000008950447,0.0001015379,0.000005083816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997531,0.00007250965,0.00001527148,0.00000816013,0.000002268001,0.00000299125,0.00007044961,0.000001055634,0.00007421616],"genre_scores_gemma":[0.9995497,0.00007600836,0.0000250693,0.00001338542,0.000006785653,0.00000623534,0.00021379,0.000001911256,0.0001070287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110621,"threshold_uncertainty_score":0.02208316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524040132703255,"score_gpt":0.2631919829532772,"score_spread":0.2479515816262447,"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."}}