{"id":"W4406844282","doi":"10.1016/j.ekir.2024.11.1151","title":"WCN25-427 THE BENEFITS OF ICODEXTRIN USE FOR CHILDREN RECEIVING CHRONIC PERITONEAL DIALYSIS: DATA FROM THE INTERNATIONAL PEDIATRIC PERITONEAL DIALYSIS NETWORK (IPPN) REGISTRY","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Peritoneal dialysis; Icodextrin; Intensive care medicine; Dialysis; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312183,0.0002965443,0.0006148776,0.001910429,0.0002446623,0.001018276,0.0006013861,0.0003853008,0.001938223],"category_scores_gemma":[0.004217752,0.0002607688,0.0008840903,0.005522926,0.0001672062,0.0006029112,0.0007119817,0.0007497339,0.000413419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093439,"about_ca_system_score_gemma":0.002418926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03790547,"about_ca_topic_score_gemma":0.06786904,"domain_scores_codex":[0.9983495,0.0003367066,0.0003102957,0.0002032219,0.0005403236,0.0002600068],"domain_scores_gemma":[0.9930233,0.00107234,0.004034652,0.000358915,0.0007712559,0.0007395355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003857348,0.00003565281,0.9886377,0.00009661788,0.000304681,0.00007167095,0.00004351518,0.0002961443,0.00009654586,0.0001957489,0.006855764,0.002980309],"study_design_scores_gemma":[0.00004036452,0.00003358094,0.9960853,0.00005146194,0.00009284012,0.00007007137,0.00007003817,0.0001222204,0.00007639056,0.00003024166,0.003322235,0.000005299174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7294112,0.001704643,0.0003312509,0.0005483804,0.00007700804,0.0001107989,0.2599768,0.00004037571,0.00779957],"genre_scores_gemma":[0.8125757,0.001889198,0.0005722542,0.0004068589,0.0001166293,0.0003306226,0.1818897,0.00004423672,0.002174765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03790547,"threshold_uncertainty_score":0.07536972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389211714618418,"score_gpt":0.2867348567356227,"score_spread":0.2628427395894385,"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."}}