{"id":"W4307033076","doi":"10.1007/s00467-022-05739-3","title":"IPNA clinical practice recommendations for the diagnosis and management of children with steroid-sensitive nephrotic syndrome","year":2022,"lang":"en","type":"review","venue":"Pediatric Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":259,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Nephrology; Nephrotic syndrome; Clinical Practice; Internal medicine; Intensive care medicine; Pediatrics; Family medicine","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":[0.0007246415,0.0003202443,0.001477812,0.0002126618,0.000179732,0.00001534933,0.0001596357,0.0001559636,0.0001184358],"category_scores_gemma":[0.0002615288,0.0001954514,0.0004220215,0.000490243,0.0001746675,0.00006152604,0.0002399959,0.0004690476,0.000007621828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004214335,"about_ca_system_score_gemma":0.0001865581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000256459,"about_ca_topic_score_gemma":0.000002548896,"domain_scores_codex":[0.9976496,0.0004622764,0.0008454926,0.0005179486,0.0002379433,0.0002867415],"domain_scores_gemma":[0.9933553,0.005148922,0.0008141954,0.0004648831,0.00008943561,0.0001272352],"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":[0.0003216861,0.0005692784,0.001540547,0.01218089,0.004595764,0.0002159549,0.00003853963,8.187259e-7,1.386056e-9,0.0002483255,0.00963064,0.9706575],"study_design_scores_gemma":[0.0009751559,0.001565138,0.0128433,0.0003936499,0.04195249,0.001612691,0.00009868457,0.000002307253,4.810966e-9,0.00001503996,0.9403572,0.0001843487],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000543244,0.9921837,0.0001064893,0.002204636,0.0002085041,0.004326189,0.0003420787,0.00002297708,0.00006217182],"genre_scores_gemma":[0.00006350631,0.9941786,0.001983107,0.001053334,0.0003765804,0.001888185,0.0003426905,0.00005072917,0.00006330412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9704732,"threshold_uncertainty_score":0.7970277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07021077720080164,"score_gpt":0.3863225613652618,"score_spread":0.3161117841644602,"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."}}