{"id":"W2983353734","doi":"10.1053/j.ackd.2019.08.015","title":"The Kidney Biopsy in Systemic Lupus Erythematosus: A View of the Past and a Vision of the Future","year":2019,"lang":"en","type":"review","venue":"Advances in Chronic Kidney Disease","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals; GlaxoSmithKline","keywords":"Medicine; Lupus nephritis; Biopsy; Renal biopsy; Kidney; Intensive care medicine; Systemic lupus erythematosus; Kidney disease; Disease; Pathology; Dermatology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002736865,0.0009583977,0.00283504,0.003082764,0.0004923325,0.002439258,0.001507666,0.002871067,0.002867617],"category_scores_gemma":[0.003610926,0.000315587,0.00085971,0.003642498,0.001618594,0.004193245,0.001408624,0.004807229,0.001124845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442523,"about_ca_system_score_gemma":0.003085221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800513,"about_ca_topic_score_gemma":0.004912631,"domain_scores_codex":[0.9989886,0.000292589,0.0001475463,0.0001270321,0.0003645204,0.0000796953],"domain_scores_gemma":[0.9968184,0.001803009,0.0002901281,0.00006891219,0.0008273846,0.0001920447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001804312,0.00006344672,0.0004130438,0.02347561,0.0001647927,0.0002732243,0.00009883787,0.0003445506,0.0007034244,0.008685693,0.07147025,0.8941266],"study_design_scores_gemma":[0.00004343163,0.0001201858,0.001321444,0.01777591,0.0002770159,0.001963624,0.0002618343,0.0002375765,0.0001676843,0.009238036,0.9685388,0.00005443859],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001749482,0.9985934,0.00005117343,0.0008179024,0.0003411064,6.969701e-7,0.00000441551,0.00000257989,0.0001712106],"genre_scores_gemma":[0.0003199757,0.9978486,0.0001596761,0.0007199669,0.0008157863,0.000001745657,0.000008229212,0.000001083812,0.0001247785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003082764,"threshold_uncertainty_score":0.01447409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471308229996576,"score_gpt":0.3449557639691417,"score_spread":0.330242681669176,"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."}}