{"id":"W4407008503","doi":"10.1038/s41572-024-00589-9","title":"Chronic kidney disease","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Kidney disease; Medicine; Kidney; Renal function; Disease; Intensive care medicine; Internal medicine; Metabolic acidosis; Nephrology","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":[0.0006985848,0.001233152,0.002154321,0.001860628,0.0004269095,0.001801518,0.0008088235,0.001194798,0.0333991],"category_scores_gemma":[0.001733681,0.0002914062,0.0006250339,0.001960648,0.0003733369,0.001051434,0.001403236,0.002703462,0.02013114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007845007,"about_ca_system_score_gemma":0.002327334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025264,"about_ca_topic_score_gemma":0.006050165,"domain_scores_codex":[0.9994959,0.00008489456,0.00005638885,0.0000822318,0.0002145047,0.00006612472],"domain_scores_gemma":[0.999289,0.000196515,0.0001048799,0.00003474715,0.0002549594,0.0001198865],"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":[0.00004758719,0.00002569463,0.00008491493,0.005131277,0.00004716871,0.00003556361,0.00001681243,0.0000617589,0.0002748613,0.001863849,0.2252577,0.7671528],"study_design_scores_gemma":[0.00002883091,0.00003147875,0.0004302199,0.003946828,0.00006830666,0.0001716015,0.00001763076,0.00003191717,0.0000414084,0.001122571,0.9941009,0.000008381045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007742195,0.9752226,0.0003940227,0.0017389,0.004944285,0.00004147277,0.0002477517,0.00009807878,0.01723538],"genre_scores_gemma":[0.0009552239,0.9731333,0.0005768615,0.003517169,0.003597219,0.00004418608,0.000616287,0.0000152265,0.01754452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0333991,"threshold_uncertainty_score":0.1117311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130725270276802,"score_gpt":0.3649184439104998,"score_spread":0.3436111912077318,"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."}}