{"id":"W4390542590","doi":"10.1016/j.kint.2023.09.001","title":"Executive summary of the KDIGO 2024 Clinical Practice Guideline for the Management of Lupus Nephritis","year":2024,"lang":"en","type":"letter","venue":"Kidney International","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Novo Nordisk; Omeros Corporation; Alexion Pharmaceuticals; Gilead Sciences; GlaxoSmithKline; AstraZeneca","keywords":"Guideline; Lupus nephritis; Medicine; Intensive care medicine; Nephrology; Kidney disease; Disease; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001952248,0.0002619015,0.0005590157,0.0001838227,0.00004581909,0.0000386979,0.001088558,0.0004211706,0.0004455163],"category_scores_gemma":[0.002838136,0.000147256,0.0007453105,0.0002375292,0.0003262099,0.00006842677,0.0006487305,0.001522665,0.00005157754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002332309,"about_ca_system_score_gemma":0.0006799505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000687881,"about_ca_topic_score_gemma":0.000002183644,"domain_scores_codex":[0.9954382,0.0001800069,0.001673376,0.0004850097,0.00194157,0.0002818288],"domain_scores_gemma":[0.9948151,0.002164417,0.0006727775,0.0008687848,0.001388685,0.00009025409],"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":[0.000257751,0.00009120644,0.0005268625,0.002643591,0.005352238,0.0002424449,0.0001510282,9.146569e-7,0.00001075839,0.001181219,0.9883099,0.001232132],"study_design_scores_gemma":[0.001425489,0.00009507118,0.00001796703,0.005580834,0.001186014,0.002638045,0.0004934986,0.0005139136,0.00004501282,0.0004872668,0.9874015,0.0001154281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00001492087,0.001896901,0.0007095147,0.89487,0.01487393,0.002058504,0.001541237,0.00002116393,0.08401385],"genre_scores_gemma":[0.0000889478,0.002369734,0.009336184,0.5467595,0.009575541,0.0004485984,0.000961573,0.0001226108,0.4303373],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3481105,"threshold_uncertainty_score":0.6615307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04285992129527826,"score_gpt":0.3941321390019247,"score_spread":0.3512722177066464,"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."}}