{"id":"W4410513104","doi":"10.3899/jrheum.2025-0390.pv159","title":"PERFORMANCE OF VALIDATED CARDIOVASCULAR RISK SCORES IN A GLOBAL (UK/US) COHORT OF YOUNG PEOPLE WITH CHILDHOOD-ONSET SYSTEMIC LUPUS ERYTHEMATOSUS STRATIFIED BASED ON CROSS-VALIDATED METABOLOMIC SIGNATURES","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Cohort study; Systemic disease; Connective tissue disease; Internal medicine; Pediatrics; Physical therapy; Disease; Autoimmune disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002484779,0.0006175039,0.000704683,0.001027102,0.0003879152,0.0009753555,0.0003339616,0.0008038381,0.0009848928],"category_scores_gemma":[0.004841406,0.0002597601,0.0007838734,0.0009688779,0.0003415133,0.0004821994,0.001135519,0.0004583559,0.0004047879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115904,"about_ca_system_score_gemma":0.0002420576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003806537,"about_ca_topic_score_gemma":0.00501934,"domain_scores_codex":[0.9987809,0.0004765362,0.0001199631,0.0003086306,0.0001708482,0.0001430753],"domain_scores_gemma":[0.9969252,0.0006035931,0.00118265,0.0003639235,0.0005076914,0.0004169428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001120852,0.00002884807,0.9962761,0.00002011549,0.0001918715,0.00004096909,0.00009835221,0.0001059717,0.0003639554,0.00001414392,0.0001475086,0.00159121],"study_design_scores_gemma":[0.00003987614,0.0004653682,0.9987074,0.000007721117,0.00007608996,0.0001403937,0.00008628859,0.0002122495,0.0001142776,0.00001668412,0.0001270954,0.000006389431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982577,0.0002346251,0.0001304541,0.00002324302,0.000008212996,0.00001610791,0.001007775,0.000006916254,0.0003149533],"genre_scores_gemma":[0.9975075,0.00009156513,0.0002152866,0.00003326307,0.000009967289,0.00002229449,0.001983337,0.000003543918,0.0001333095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003806537,"threshold_uncertainty_score":0.01314098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006818848563757184,"score_gpt":0.2611274003878135,"score_spread":0.2543085518240563,"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."}}