{"id":"W4324018418","doi":"10.1002/acr.25112","title":"Persistence of Biologics in the Treatment of Psoriatic Arthritis: Data From a Large <scp>Hospital‐Based</scp> Longitudinal Cohort","year":2023,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo; Toronto Western Hospital; University Health Network","funders":"Krembil Foundation","keywords":"Psoriatic arthritis; Persistence (discontinuity); Medicine; Cohort; Longitudinal data; Longitudinal study; Cohort study; Arthritis; Internal medicine; Demography; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00192052,0.0002732028,0.0004210634,0.0008247348,0.0004915951,0.0006687594,0.000437165,0.0003937101,0.0009132091],"category_scores_gemma":[0.003884024,0.0003451285,0.0006389247,0.001568813,0.0002540624,0.0004181863,0.0005523723,0.0006505995,0.0002170377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000768368,"about_ca_system_score_gemma":0.001297222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04228076,"about_ca_topic_score_gemma":0.04097649,"domain_scores_codex":[0.9990399,0.000250917,0.0001174982,0.0002266773,0.000245319,0.0001195833],"domain_scores_gemma":[0.9945785,0.0006314227,0.002838312,0.000700166,0.0006543198,0.0005972642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001663776,0.00001990773,0.9985728,0.000009828995,0.00008253201,0.00004153141,0.00004205854,0.00004198973,0.0001223142,0.000007238052,0.0001421325,0.0007512576],"study_design_scores_gemma":[0.00002720803,0.0001030482,0.9991027,0.000006849102,0.00005299164,0.0001542345,0.00006583033,0.0002192541,0.00004388974,0.000006947213,0.0002130214,0.000003952405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971866,0.0002244384,0.0001336993,0.00004405392,0.000003145359,0.00001304369,0.002292847,0.000004575667,0.00009753713],"genre_scores_gemma":[0.9958132,0.0002154812,0.0001876661,0.00003603357,0.0000139178,0.00002249249,0.003585565,0.00000346567,0.0001222934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04228076,"threshold_uncertainty_score":0.08406931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373623744328742,"score_gpt":0.3845186011958105,"score_spread":0.2471562267629363,"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."}}