{"id":"W4411958505","doi":"10.1093/ndt/gfaf118","title":"Kidney function and mortality in childhood nephrotic syndrome","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; Women's College Hospital; University of Toronto","funders":"Vertex Pharmaceuticals; Sanofi","keywords":"Medicine; Nephrotic syndrome; Renal function; Kidney disease; Kidney; Internal medicine; Pediatrics","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":[0.007714952,0.0007476559,0.00373426,0.004362506,0.0002115495,0.0013491,0.0008436924,0.001003612,0.001174927],"category_scores_gemma":[0.01739305,0.0004560626,0.006917723,0.004793565,0.0005195135,0.0007404425,0.00071879,0.001081795,0.00008369956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030669,"about_ca_system_score_gemma":0.001589487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004294942,"about_ca_topic_score_gemma":0.005780213,"domain_scores_codex":[0.9945826,0.00277494,0.001194068,0.0005055625,0.0007865675,0.0001563203],"domain_scores_gemma":[0.9807599,0.01160668,0.006168202,0.0002664992,0.0009862937,0.0002123372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.002174731,0.0001020821,0.2541301,0.4228845,0.2293873,0.0003472955,0.0004204726,0.001632622,0.0002976189,0.0008233616,0.004126179,0.08367369],"study_design_scores_gemma":[0.001294846,0.001486604,0.4525489,0.1850185,0.3385614,0.002115493,0.0005025673,0.001377875,0.0005535559,0.002462184,0.01393401,0.0001440863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01243878,0.9862162,0.0001218511,0.0004442628,0.00009497018,0.00002613766,0.0004259982,0.000004713192,0.000227153],"genre_scores_gemma":[0.3502899,0.6461907,0.001037848,0.0008839073,0.0005408506,0.0001975654,0.0007663001,0.000006485041,0.00008643177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007714952,"threshold_uncertainty_score":0.04080111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006564052403452327,"score_gpt":0.2470111456259549,"score_spread":0.2404470932225026,"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."}}