{"id":"W4409851269","doi":"10.1093/rheumatology/keaf226","title":"What is the economic burden of delayed axial spondyloarthritis diagnosis in the UK?","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"UCB Pharma; Celltrion; AbbVie; Versus Arthritis; Gilead Sciences; Pfizer; National Institute for Health and Care Excellence; Bristol-Myers Squibb; Eli Lilly and Company; Biogen","keywords":"Axial spondyloarthritis; Medicine; Cohort; Indirect costs; Productivity; Economic cost; Total cost; Spondyloarthropathy; Demography; Arthritis; Business","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":[0.002099007,0.0004157583,0.0007771075,0.0005885774,0.0002779017,0.002426058,0.0008742551,0.001629015,0.003991655],"category_scores_gemma":[0.01465598,0.0005205986,0.000781279,0.0007571472,0.0008010681,0.001754481,0.0008954172,0.001040908,0.00026505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0057782,"about_ca_system_score_gemma":0.002409914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05076872,"about_ca_topic_score_gemma":0.02177943,"domain_scores_codex":[0.9986057,0.0008727861,0.00007340279,0.0001319988,0.0001458154,0.000170287],"domain_scores_gemma":[0.9959824,0.00273074,0.0006732867,0.00006240263,0.0003215622,0.0002296071],"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":[0.001464742,0.0001320212,0.09483118,0.001223929,0.0007098585,0.002813415,0.0004043942,0.8177544,0.0004774433,0.0401652,0.00793062,0.03209289],"study_design_scores_gemma":[0.0005606126,0.0008164718,0.06945173,0.001950317,0.0008183318,0.003292544,0.001672227,0.8532868,0.000419276,0.0523524,0.01520115,0.0001780697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.885474,0.0188897,0.03172625,0.02629451,0.0005501324,0.0002645867,0.00627184,0.00005542401,0.03047354],"genre_scores_gemma":[0.9932635,0.002826866,0.001452667,0.0003946698,0.00003857963,0.00004134536,0.0004009495,0.000008099056,0.001573251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05076872,"threshold_uncertainty_score":0.1009464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116775194527253,"score_gpt":0.2682376003488816,"score_spread":0.2565600808961563,"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."}}