{"id":"W4407353443","doi":"10.1590/2175-8239-jbn-2024-po03en","title":"Protein restriction in CKD: an outdated strategy in the modern era","year":2025,"lang":"en","type":"review","venue":"Brazilian Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Malnutrition; Intensive care medicine; Kidney disease; Pharmacotherapy; Medicine; Disease; Quality of life (healthcare); Internal medicine; Nursing","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":[0.001095126,0.0002844751,0.001615655,0.001298208,0.0000293781,0.00003978843,0.0004134261,0.0003069002,0.00006144143],"category_scores_gemma":[0.0001057955,0.0001640332,0.0004455238,0.0008989623,0.00006202055,0.0001039256,0.00004304477,0.001097754,0.00000907204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314058,"about_ca_system_score_gemma":0.0008105091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003490988,"about_ca_topic_score_gemma":0.0001315299,"domain_scores_codex":[0.9967402,0.001118359,0.001274305,0.0002672567,0.0003120983,0.000287783],"domain_scores_gemma":[0.9987076,0.00009189564,0.0006177463,0.0003816038,0.00009099627,0.0001101476],"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":[0.0002891076,0.0007668512,0.00002787555,0.004708519,0.000316856,0.002200427,0.00009466724,0.0001041662,0.000008604758,0.0003804557,0.002944683,0.9881578],"study_design_scores_gemma":[0.001995399,0.001428355,0.00450086,0.0132555,0.002124503,0.0002930951,0.0001146673,0.0001416006,2.348146e-7,0.001792032,0.9741138,0.000239951],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002470667,0.99242,0.00005689708,0.001118373,0.0001395285,0.001442088,0.00001043537,0.000007943567,0.002334053],"genre_scores_gemma":[0.002161803,0.9960476,0.00006651807,0.0008042629,0.0003475017,0.00005484097,0.00007164181,0.00002127243,0.0004246086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9879178,"threshold_uncertainty_score":0.6689081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585213289190339,"score_gpt":0.3436097187060116,"score_spread":0.3077575858141082,"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."}}