{"id":"W2058125883","doi":"10.2337/dc12-1896","title":"Serum Fructosamine and Glycated Albumin and Risk of Mortality and Clinical Outcomes in Hemodialysis Patients","year":2012,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality","keywords":"Fructosamine; Medicine; Internal medicine; Diabetes mellitus; Glycated hemoglobin; Sepsis; Prospective cohort study; Glycation; Albumin; Hemodialysis; Gastroenterology; Type 2 diabetes; 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":[0.0008855871,0.0003404566,0.0003435402,0.0004272283,0.0002276972,0.000485265,0.0002502447,0.0005132645,0.0008547328],"category_scores_gemma":[0.00259786,0.0002103387,0.0003612167,0.0006119909,0.0002015019,0.0003438003,0.0002967197,0.0006024225,0.0001254595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617273,"about_ca_system_score_gemma":0.0002880973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374504,"about_ca_topic_score_gemma":0.002319025,"domain_scores_codex":[0.9996778,0.00011376,0.00003720891,0.00006150072,0.00006564529,0.00004418794],"domain_scores_gemma":[0.9985312,0.0002895309,0.0007636027,0.00006538192,0.0001192295,0.0002309297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002093215,0.00003358153,0.9989787,0.000005403982,0.00008293417,0.00001693579,0.00001187781,0.00003454426,0.00007619132,0.000004710987,0.00003356412,0.0005121606],"study_design_scores_gemma":[0.0000201552,0.0001132929,0.9992048,0.000006937382,0.00004693721,0.0001242407,0.00002590414,0.0003130784,0.00004442989,0.00003166845,0.00006558333,0.000002966181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989802,0.0005334999,0.00006780963,0.00006194202,0.00000668062,0.00000391698,0.0001807957,0.000002483365,0.0001626138],"genre_scores_gemma":[0.9994594,0.0001171325,0.0001013958,0.00002795768,0.00001412523,0.000004995804,0.000192755,7.312597e-7,0.00008140671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002374504,"threshold_uncertainty_score":0.004721403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759521685277157,"score_gpt":0.3065007325722076,"score_spread":0.288905515719436,"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."}}