{"id":"W4410513247","doi":"10.3899/jrheum.2025-0390.pv141","title":"REAL-WORLD APPLICATION OF THE SLE RISK PROBABILITY INDEX TO TRIAGE ANA POSITIVE PATIENTS: A PRAGMATIC RETROSPECTIVE SINGLE-CENTER STUDY","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Medicine; Triage; Single Center; Retrospective cohort study; Index (typography); Center (category theory); Emergency medicine; Medical emergency; Internal medicine","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":[0.01122747,0.0009556841,0.001407097,0.001662955,0.001433196,0.002178584,0.001335764,0.001523891,0.002669231],"category_scores_gemma":[0.02710747,0.001150944,0.001096017,0.001914334,0.001655451,0.002120503,0.001846397,0.001308076,0.0008712776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003031761,"about_ca_system_score_gemma":0.002764306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00622517,"about_ca_topic_score_gemma":0.006437013,"domain_scores_codex":[0.987867,0.007445334,0.001255113,0.00168652,0.001226777,0.0005192842],"domain_scores_gemma":[0.9796703,0.007488689,0.005572394,0.002162874,0.00291832,0.002187382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005298898,0.007142323,0.9704347,0.0005553396,0.000633583,0.001060994,0.002438042,0.0004979593,0.0005757808,0.0003072002,0.001363005,0.009692191],"study_design_scores_gemma":[0.005402386,0.04818783,0.9168607,0.0005524727,0.001022622,0.002747805,0.01079342,0.008841904,0.0004815785,0.0006947155,0.004066224,0.000348399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950026,0.0003782888,0.001273585,0.0001609177,0.00002816529,0.002068848,0.0005981431,0.00001007509,0.0004794229],"genre_scores_gemma":[0.9926955,0.0003175022,0.003155104,0.000444806,0.0001043563,0.002316082,0.0008288179,0.00001632493,0.000121616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01122747,"threshold_uncertainty_score":0.05937719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093930424410729,"score_gpt":0.393241307363822,"score_spread":0.3523020031197147,"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."}}