{"id":"W4410512957","doi":"10.3899/jrheum.2025-0390.pv248","title":"REAL-WORLD OUTCOMES OF ANIFROLUMAB IN SYSTEMIC LUPUS ERYTHEMATOSUS PATIENTS AT THE TORONTO LUPUS PROGRAM","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":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lupus erythematosus; Systemic lupus erythematosus; Systemic disease; Dermatology; Connective tissue disease; Immunology; Immunopathology; Internal medicine; Autoimmune disease; Antibody; Disease","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":[0.0006394918,0.0002108923,0.0003236722,0.0005763766,0.0008964592,0.0009936843,0.000371013,0.0002850452,0.001701996],"category_scores_gemma":[0.002515827,0.0001336482,0.0002894044,0.001320563,0.0003526199,0.0003622478,0.0005260492,0.0004293368,0.0002367675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003826573,"about_ca_system_score_gemma":0.00230197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1510161,"about_ca_topic_score_gemma":0.203289,"domain_scores_codex":[0.9991257,0.0001948789,0.00008014734,0.0001384365,0.0002395016,0.0002213142],"domain_scores_gemma":[0.9952721,0.0003917902,0.00236635,0.0001137054,0.0006452835,0.001210704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003412385,0.00004611109,0.9957024,0.0000411992,0.00004488213,0.0001295126,0.0002515642,0.0000706857,0.0001106053,0.00001642969,0.0005345586,0.002710689],"study_design_scores_gemma":[0.00001678253,0.0002032547,0.9988549,0.00001387536,0.00003286246,0.0001511571,0.0002704735,0.0001098135,0.0000388576,0.000006733097,0.0002957018,0.000005769204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973956,0.0003422525,0.00002500404,0.0001068807,0.000003921186,0.00002040611,0.001357589,0.000003114218,0.0007452418],"genre_scores_gemma":[0.9987116,0.0001631869,0.00002950164,0.00003316206,0.00001206614,0.000009702203,0.0008771215,0.000001231977,0.0001625085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8489839,"threshold_uncertainty_score":0.3002742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472193154915019,"score_gpt":0.3173868677179889,"score_spread":0.3026649361688387,"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."}}