{"id":"W2144787908","doi":"10.1093/ndt/gfs052","title":"Chronic kidney disease and life expectancy","year":2012,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Canadian Diabetes Association","keywords":"Life expectancy; Medicine; Kidney disease; Disease; Renal function; Population; Expectancy theory; Gerontology; Intensive care medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00010903,0.0001664972,0.0002837541,0.0001442119,0.00009210401,0.00001115193,0.0000395512,0.0001044011,0.0006535565],"category_scores_gemma":[0.00009433313,0.000152167,0.0001204113,0.0001536012,0.0001100755,0.000223699,0.000007719394,0.0001070837,0.00009103846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005746216,"about_ca_system_score_gemma":0.0003556224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001257901,"about_ca_topic_score_gemma":0.00000568485,"domain_scores_codex":[0.9989018,0.00006938448,0.0002259057,0.0002460678,0.0001629782,0.0003938063],"domain_scores_gemma":[0.9982936,0.00007867778,0.00005393124,0.0002089597,0.00003159592,0.001333286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001640808,0.0005083167,0.950371,0.001197637,0.0009247461,0.00007141668,0.002235428,0.00001061939,0.02939115,0.001663764,0.006228967,0.005756165],"study_design_scores_gemma":[0.005817397,0.0001776767,0.9764622,0.00007946021,0.005026513,0.00002723361,0.00005023821,0.0002914935,0.001677871,0.0001812017,0.009925709,0.0002830477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853689,0.00971349,0.0004436838,0.002902899,0.0001447966,0.0002895374,0.00007112651,0.0001196309,0.00094593],"genre_scores_gemma":[0.9899256,0.001842973,0.0001097794,0.006181661,0.001008366,0.00007866768,0.0007626188,0.00002046448,0.00006984033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02771328,"threshold_uncertainty_score":0.7155985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035444404726403,"score_gpt":0.2519609056967971,"score_spread":0.2416064616495331,"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."}}