{"id":"W4415245495","doi":"10.1016/j.ard.2025.09.007","title":"EULAR recommendations for the management of systemic lupus erythematosus with kidney involvement: 2025 update","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"European League Against Rheumatism","keywords":"Kidney; Lupus erythematosus; MEDLINE; Kidney disease; Lupus nephritis; Disease management","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":[0.07733798,0.001970954,0.003408371,0.01086386,0.001404683,0.00557933,0.007345517,0.009302548,0.005481208],"category_scores_gemma":[0.09855823,0.001300747,0.006558819,0.005230779,0.001627863,0.003804552,0.005534482,0.006511937,0.00517721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00774162,"about_ca_system_score_gemma":0.03135384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137673,"about_ca_topic_score_gemma":0.01063423,"domain_scores_codex":[0.9083008,0.04376739,0.02759019,0.001367028,0.01618302,0.002791623],"domain_scores_gemma":[0.8985606,0.03126876,0.01361385,0.002233023,0.05123189,0.003091865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004315119,0.0004016018,0.004231911,0.02968009,0.0005932964,0.0005159542,0.001416692,0.002394634,0.0007885306,0.01056963,0.4837417,0.4652345],"study_design_scores_gemma":[0.0004475756,0.0002603688,0.006016275,0.1146751,0.001105737,0.0009340863,0.001130249,0.0009497838,0.0006009342,0.005890049,0.8678355,0.0001544345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007611249,0.4550098,0.04257401,0.3873932,0.02418504,0.007422132,0.01115608,0.001401569,0.06324702],"genre_scores_gemma":[0.05711418,0.3392849,0.3671945,0.1547728,0.00764711,0.01666624,0.03550157,0.0007076518,0.02111109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07733798,"threshold_uncertainty_score":0.4090072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633658227898679,"score_gpt":0.3404078358008371,"score_spread":0.2940712535218503,"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."}}