{"id":"W3021746826","doi":"10.1007/s00467-020-04519-1","title":"IPNA clinical practice recommendations for the diagnosis and management of children with steroid-resistant nephrotic syndrome","year":2020,"lang":"en","type":"review","venue":"Pediatric Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":376,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Medical Research Council; Assistance publique-Hôpitaux de Paris; Pfizer; Fudan University; King Saud University; Hacettepe Üniversitesi; Kidney Research UK; Medizinischen Hochschule Hannover; Amgen; University of Sydney; Children's Healthcare of Atlanta; University of Minnesota; Emory University","keywords":"Medicine; Nephrology; Nephrotic syndrome; Internal medicine; Etiology; Pediatrics; Prednisone; Intensive care medicine; Focal segmental glomerulosclerosis; Congenital nephrotic syndrome; Proteinuria; Transplantation; Disease; Kidney","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":[0.0004744559,0.0003473481,0.001696577,0.0001497438,0.0001119114,0.00002181361,0.0002010144,0.0001994912,0.00004164922],"category_scores_gemma":[0.0002723907,0.0001995674,0.0004335286,0.000479876,0.0001678955,0.00006051959,0.000171311,0.0003818223,0.00001404077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002876019,"about_ca_system_score_gemma":0.0002057784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001751235,"about_ca_topic_score_gemma":0.000002988187,"domain_scores_codex":[0.9976806,0.0002902819,0.0009936584,0.0005332492,0.0002189882,0.0002831955],"domain_scores_gemma":[0.9955272,0.002907668,0.0008130723,0.0004552908,0.0001056004,0.0001911469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005334273,0.0004626912,0.00171717,0.02591146,0.004777693,0.0002234942,0.00002441407,2.969294e-7,5.38004e-9,0.000343749,0.01486101,0.9511446],"study_design_scores_gemma":[0.001034912,0.001626141,0.01270549,0.0008157215,0.04458965,0.0005859162,0.00003315248,0.000002446139,5.595233e-9,0.00001872079,0.9384055,0.0001823362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002501818,0.989295,0.0001534487,0.005808192,0.0001406623,0.004004193,0.0002864533,0.0000269398,0.00003491039],"genre_scores_gemma":[0.00007663751,0.9933479,0.003512955,0.00106565,0.0005010979,0.001232396,0.0001754102,0.00005244557,0.00003544783],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9509622,"threshold_uncertainty_score":0.8138124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06038801178858321,"score_gpt":0.3810198585818462,"score_spread":0.320631846793263,"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."}}