{"id":"W4406162395","doi":"10.1007/s00467-024-06648-3","title":"Bridging pediatric and adult IgAN: challenges in applying proteinuria-driven recommendations in the new IPNA guidelines","year":2025,"lang":"en","type":"editorial","venue":"Pediatric Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University; Montreal Children's Hospital; Hospital for Sick Children; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Proteinuria; Nephrology; Bridging (networking); Intensive care medicine; Internal medicine; Pediatrics; Urology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007601522,0.0004751014,0.0009509794,0.001258717,0.0001049359,0.0000491145,0.0003368782,0.0008302826,0.00003353005],"category_scores_gemma":[0.003426081,0.0003731335,0.000163458,0.001017255,0.00005193831,0.0001000519,0.0002033503,0.001450681,0.00001375387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009258663,"about_ca_system_score_gemma":0.001154859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007008249,"about_ca_topic_score_gemma":0.0008113693,"domain_scores_codex":[0.9966514,0.0003443478,0.001066822,0.0008223755,0.0005191598,0.0005958996],"domain_scores_gemma":[0.9973555,0.001289556,0.0003747712,0.0005045233,0.0003198512,0.0001558057],"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":[0.0002051313,0.0001299965,0.004956103,0.001373424,0.00003499149,0.000147066,0.0004719601,0.00001218723,0.000001597648,0.00008529401,0.9537302,0.03885203],"study_design_scores_gemma":[0.004213438,0.0003698779,0.01456082,0.0002517407,0.001295972,0.00003619289,0.0004230083,0.0002529544,5.136492e-7,0.001047403,0.9769608,0.0005872317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03335983,0.3970125,0.0001971503,0.1525545,0.4055619,0.009178869,0.00041933,0.000301101,0.001414845],"genre_scores_gemma":[0.00139976,0.3328715,0.0007067555,0.0009690101,0.6625397,0.0007552239,0.0003867169,0.00004787003,0.0003234429],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2569778,"threshold_uncertainty_score":0.9998721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814266750202161,"score_gpt":0.3180180540504087,"score_spread":0.2898753865483871,"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."}}