{"id":"W3188692450","doi":"10.3899/jrheum.201551","title":"Persistence to Biologic Therapy Among Patients With Ankylosing Spondylitis: An Observational Study Using the OPAL Dataset","year":2021,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"","keywords":"Medicine; Golimumab; Etanercept; Ankylosing spondylitis; Adalimumab; Persistence (discontinuity); Internal medicine; Cohort; Retrospective cohort study; Cohort study; Physical therapy; Disease; Rheumatoid arthritis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003725692,0.0003290024,0.0008213182,0.001724186,0.0005242872,0.001171815,0.001147488,0.0006124259,0.001012767],"category_scores_gemma":[0.01346534,0.0004919636,0.001164407,0.004034625,0.0004124785,0.0009761406,0.001690029,0.001007454,0.000300453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118594,"about_ca_system_score_gemma":0.001627914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0338695,"about_ca_topic_score_gemma":0.02638367,"domain_scores_codex":[0.9955795,0.001392231,0.0008900975,0.001004659,0.0007667883,0.0003666166],"domain_scores_gemma":[0.9843289,0.002481887,0.009280612,0.001969562,0.00125496,0.0006840455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003798716,0.00005632753,0.9962966,0.0001398638,0.0004416271,0.00008700333,0.0002242263,0.0001491044,0.00009817074,0.00004418425,0.0008615064,0.00122151],"study_design_scores_gemma":[0.00007479096,0.0001495291,0.9961641,0.00007187673,0.0001882723,0.0003078398,0.0003091028,0.0008985676,0.00006576773,0.00003717,0.001718066,0.0000148597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772393,0.0006067213,0.0003753142,0.0001784345,0.00001135493,0.0001196555,0.02100222,0.00001292974,0.0004542053],"genre_scores_gemma":[0.9782533,0.0003615071,0.000802743,0.0001491405,0.00002812794,0.0002553049,0.01993792,0.0000114312,0.0002005829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0338695,"threshold_uncertainty_score":0.06734473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321864896166784,"score_gpt":0.3353610248693229,"score_spread":0.2031745352526445,"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."}}