{"id":"W4213453648","doi":"10.1136/annrheumdis-2021-221640","title":"Persistence and effectiveness of the IL-12/23 pathway inhibitor ustekinumab or tumour necrosis factor inhibitor treatment in patients with psoriatic arthritis: 1-year results from the real-world PsABio Study","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Janssen Biotech","keywords":"Ustekinumab; Medicine; Psoriatic arthritis; Interleukin 23; Psoriasis; TNF inhibitor; Arthritis; Tumor necrosis factor alpha; Internal medicine; Dermatology; Etanercept; Interleukin; Adalimumab; Cytokine","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":[0.005662799,0.0004152639,0.0009761769,0.0006048284,0.0003630884,0.001089475,0.0005384771,0.0007846929,0.001144708],"category_scores_gemma":[0.006452292,0.0003572507,0.001771097,0.0009657507,0.0004336096,0.001067898,0.0007981316,0.001049137,0.0003562396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006066244,"about_ca_system_score_gemma":0.0005273975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437295,"about_ca_topic_score_gemma":0.00153208,"domain_scores_codex":[0.9968323,0.001310292,0.0004230454,0.0005634011,0.0006551837,0.0002157178],"domain_scores_gemma":[0.9887251,0.001679772,0.00750409,0.000730812,0.000635693,0.0007245538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02032709,0.0008716648,0.9620387,0.0002712709,0.003309797,0.00009704145,0.0001851451,0.000517545,0.0005164995,0.00003583743,0.0003896616,0.01143974],"study_design_scores_gemma":[0.001355188,0.0054863,0.9895475,0.00004792006,0.001242542,0.0003031445,0.0001050655,0.0008987768,0.0002559992,0.00004390114,0.0006829384,0.00003068634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966044,0.001842369,0.0001553179,0.00005955174,0.000009593608,0.00003974943,0.001043839,0.000006481037,0.0002386001],"genre_scores_gemma":[0.9977563,0.0003553481,0.0001312937,0.00006289097,0.00003323883,0.00003115978,0.001497087,0.000003645125,0.0001290788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005662799,"threshold_uncertainty_score":0.02994812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018420786535639,"score_gpt":0.2624180464231692,"score_spread":0.2322338385578128,"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."}}