{"id":"W4411342405","doi":"10.1016/j.ekir.2025.06.013","title":"Use of 2 Icodextrin Exchanges per Day in Incident Peritoneal Dialysis Patients: Are There Incremental Benefits?","year":2025,"lang":"en","type":"editorial","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Icodextrin; Internal medicine; Intensive care medicine; Peritoneal dialysis","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":[0.01161137,0.003040564,0.006445595,0.002588752,0.001362674,0.004956102,0.003293856,0.01471486,0.00868778],"category_scores_gemma":[0.04324291,0.00131231,0.004039059,0.002295064,0.001468435,0.002901338,0.0006490911,0.02547608,0.00389099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003391229,"about_ca_system_score_gemma":0.004420705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004331284,"about_ca_topic_score_gemma":0.009022914,"domain_scores_codex":[0.9943462,0.001743075,0.00121088,0.000507087,0.001908971,0.0002837433],"domain_scores_gemma":[0.9544942,0.03205757,0.002565323,0.0005630333,0.008082321,0.002237491],"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":[0.0006594777,0.00005816771,0.0001588409,0.002156082,0.0003665813,0.0001361585,0.00001402299,0.00007666818,0.00004648396,0.0003852768,0.9778249,0.01811743],"study_design_scores_gemma":[0.00391275,0.0006698102,0.004499405,0.008178049,0.004161172,0.0004920884,0.0001510922,0.0009254353,0.0002868484,0.002112208,0.9745,0.0001111538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001460072,0.02656559,0.000101994,0.05304038,0.9180924,0.00003831407,0.0002579983,0.0000428599,0.001714576],"genre_scores_gemma":[0.001225538,0.01889766,0.0001540753,0.03591324,0.9409451,0.00005203934,0.00009409512,0.0000205054,0.002697688],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01471486,"threshold_uncertainty_score":0.06140757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400916069374403,"score_gpt":0.2727061343644547,"score_spread":0.2586969736707107,"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."}}