{"id":"W4411885217","doi":"10.3899/jrheum.2025-0314.39","title":"Economic Evaluation of Including Biomarker Testing in the Biologic Therapy Withdrawal Decision-Making Process in Non-Systemic Juvenile Idiopathic Arthritis: The International UCAN CAN-DU and CURE Study","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Biomarker; Rheumatology; Arthritis; Internal medicine; Emergency medicine; Physical therapy; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02502885,0.002292502,0.003065249,0.001413641,0.0005572349,0.00232501,0.001834796,0.00302086,0.005181266],"category_scores_gemma":[0.05717095,0.0009413147,0.005835621,0.001275314,0.001200627,0.001785134,0.002438587,0.002933915,0.0002408986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009444334,"about_ca_system_score_gemma":0.005098519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01390994,"about_ca_topic_score_gemma":0.006034472,"domain_scores_codex":[0.9788316,0.01868243,0.0003554892,0.0005556394,0.000642437,0.000932349],"domain_scores_gemma":[0.9552002,0.03834908,0.002480515,0.00103563,0.001084504,0.001850152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.1598999,0.008816794,0.02782068,0.00302508,0.009373612,0.0004636554,0.0001865889,0.7289919,0.0003307259,0.008349244,0.004159604,0.04858224],"study_design_scores_gemma":[0.03724166,0.02794978,0.0201228,0.001130697,0.0102047,0.0003684647,0.000391005,0.8897362,0.0006176186,0.008299288,0.003703571,0.0002342493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541789,0.01329875,0.01082769,0.005142296,0.000487176,0.003403677,0.003217184,0.0001115612,0.009332733],"genre_scores_gemma":[0.9946189,0.0007811361,0.002383021,0.0003023179,0.00004940577,0.0008048191,0.0006710623,0.00001071148,0.0003786214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02502885,"threshold_uncertainty_score":0.1323668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08182192856546788,"score_gpt":0.4385162879217472,"score_spread":0.3566943593562794,"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."}}