{"id":"W4408733368","doi":"10.1007/s13340-025-00808-y","title":"Renal function trajectories of Japanese adults with diabetic kidney disease on different diet therapies including energy-restricted and low-carbohydrate diets: a retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"Diabetology International","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Diabetes mellitus; Renal function; Retrospective cohort study; Kidney disease; Cohort; Internal medicine; Disease; Carbohydrate; Cohort study; Physiology; Endocrinology","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":[0.0006171424,0.0005816616,0.0006945851,0.0008242445,0.001215647,0.001029514,0.0005154327,0.0006505117,0.001038193],"category_scores_gemma":[0.001030896,0.0007586813,0.001371551,0.002210616,0.0003413635,0.000874549,0.0007867245,0.001019164,0.000207168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006502114,"about_ca_system_score_gemma":0.0006550243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03159548,"about_ca_topic_score_gemma":0.04071646,"domain_scores_codex":[0.9994918,0.00006475866,0.000064381,0.0002064214,0.00004846038,0.000124111],"domain_scores_gemma":[0.9991979,0.00004810122,0.0002829804,0.0001141855,0.0001265482,0.0002302706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441165,0.00004351317,0.9988318,0.000007402528,0.0001968288,0.00007172194,0.0001563428,0.0000139027,0.0001483123,0.00001431506,0.00005500009,0.0003167506],"study_design_scores_gemma":[0.000007098628,0.00006555463,0.9990467,0.000003397589,0.000130449,0.0001010406,0.0004228628,0.00006062113,0.00002020736,0.00001337654,0.0001227838,0.000005800017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990939,0.000223526,0.00006557786,0.00002576325,0.000008180718,0.000005914115,0.0003825402,0.000002423863,0.000192277],"genre_scores_gemma":[0.9989278,0.0001281321,0.00007977348,0.00004333546,0.000007960313,0.00000984816,0.0005792992,0.000002746591,0.000220969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03159548,"threshold_uncertainty_score":0.06282312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007123616391478464,"score_gpt":0.2471297302098933,"score_spread":0.2400061138184148,"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."}}