{"id":"W4407058763","doi":"10.1002/ncp.11271","title":"Homemade formulas for nutrition support in chronic kidney disease: A narrative review of the opportunity for education, research, and innovation","year":2025,"lang":"en","type":"review","venue":"Nutrition in Clinical Practice","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Medicine; Narrative review; Narrative; Intensive care medicine; Kidney disease; Gerontology; Internal medicine; Linguistics","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":[0.001202094,0.0006703259,0.001293861,0.002942092,0.0002988888,0.00148061,0.0006946026,0.001101148,0.004894083],"category_scores_gemma":[0.004514659,0.0002244264,0.001364027,0.002749793,0.0003491609,0.001225918,0.0007005064,0.001110628,0.0005890325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006354495,"about_ca_system_score_gemma":0.002200478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631299,"about_ca_topic_score_gemma":0.003495947,"domain_scores_codex":[0.9993426,0.0001889784,0.0001739653,0.00007391845,0.0001853881,0.00003518834],"domain_scores_gemma":[0.997525,0.001931768,0.000275333,0.00002789532,0.0002049829,0.00003499648],"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":[0.0001215775,0.00005755755,0.0003129662,0.2793622,0.0005014854,0.0002065704,0.0002996952,0.00018504,0.0004423756,0.004179944,0.01859828,0.6957323],"study_design_scores_gemma":[0.00004535965,0.0001549365,0.001974314,0.2501236,0.002091891,0.001858084,0.0003455539,0.0001287389,0.0003125996,0.002187392,0.7407441,0.00003338514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001120183,0.9990875,0.00004424667,0.0002141165,0.0000805169,0.0000081177,0.00002530486,0.000002313189,0.0004259334],"genre_scores_gemma":[0.0009093525,0.9985529,0.0001505746,0.0001754588,0.00005566795,0.00001192046,0.00002287202,0.000001046325,0.000120199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004894083,"threshold_uncertainty_score":0.01637232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2443049274202275,"score_gpt":0.5726062679450554,"score_spread":0.3283013405248279,"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."}}