{"id":"W4386594957","doi":"10.1016/s2213-8587(23)00223-1","title":"Life expectancy associated with different ages at diagnosis of type 2 diabetes in high-income countries: 23 million person-years of observation","year":2023,"lang":"en","type":"article","venue":"The Lancet Diabetes & Endocrinology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norwegian Institute of Public Health; Faculty of Medicine and Health, University of Sydney; Economic and Social Research Council; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Biogen; Agency for Healthcare Research and Quality; National Institutes of Health; National Health and Medical Research Council; Dementias Platform UK; AstraZeneca; Baker Heart and Diabetes Institute; Hjartavernd; Wellcome Trust; Universität Innsbruck; Terveyden ja hyvinvoinnin laitos; Medizinische Universität Innsbruck; Lunds Universitet; Faculty of Health and Medical Sciences, University of Western Australia; Oulun Yliopisto; Hirosaki University; Göteborgs Universitet; Sahlgrenska Universitetssjukhuset; Netherlands Heart Institute; Universitair Medisch Centrum Groningen; Österreichische Forschungsförderungsgesellschaft; Novo Nordisk; Gentofte Hospital; Rijksinstituut voor Volksgezondheid en Milieu; Massachusetts Medical Society; Yonsei University; Det Sundhedsvidenskabelige Fakultet, Københavns Universitet; Universiteit Utrecht; Rijksuniversiteit Groningen; St. George's, University of London; Institut National de la Santé et de la Recherche Médicale; Fondation Leducq; Istituto Superiore di Sanità; School of Medicine, Duke University; University of Oxford; Medical Research Council; Grifols; Servier; Uppsala Universitet; Amarin Corporation; Tel Aviv University; Novo Nordisk UK Research Foundation; London School of Hygiene and Tropical Medicine; Wake Forest School of Medicine; Department of Health and Social Care; Amsterdam University Medical Centers; Northwell Health; Esperion Therapeutics; Health Services Research and Development; University of Toronto; Kowa Company; Harvard University; Deutsches Krebsforschungszentrum; Queen Mary University of London; Vanderbilt University Medical Center; National Institute for Health and Care Research; Centers for Disease Control and Prevention; Sanofi; Leids Universitair Medisch Centrum; University of Vermont; NIHR Cambridge Biomedical Research Centre; Massachusetts General Hospital; University College London; Diabetes UK; University of Southampton; National Heart, Lung, and Blood Institute; Universiteit Leiden; University of Glasgow; Abbott Laboratories; University of South Carolina; Fiona Stanley Hospital; Háskóli Íslands; British Heart Foundation; University of Pittsburgh; Portland State University; Universitetet i Tromsø; School of Medicine, Boston University; Helsingin Yliopisto; Pfizer; Yale University; University of Bristol; Trakya Üniversitesi; State of Connecticut Department of Public Health; Västra Götalandsregionen; Eli Lilly and Company; University of Tsukuba; Itä-Suomen Yliopisto; Brigham and Women's Hospital; University of California, San Diego; Amgen; Kanazawa Medical University; Mylan; Regeneron Pharmaceuticals; American Heart Association; Universität Heidelberg; Sahlgrenska Akademin; Wake Forest University","keywords":"Medicine; Life expectancy; Gerontology; Demography; Diabetes mellitus; Type 2 diabetes; Environmental health; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003006516,0.000586663,0.0009791394,0.001562361,0.0003225893,0.0009276575,0.0006464676,0.0006314023,0.001449343],"category_scores_gemma":[0.009018409,0.0004214124,0.002229521,0.003361882,0.0003343121,0.00104228,0.001576587,0.001131526,0.0003727571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006840123,"about_ca_system_score_gemma":0.0004319979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008451727,"about_ca_topic_score_gemma":0.00480332,"domain_scores_codex":[0.9978843,0.0009128696,0.0002224167,0.000472265,0.0002508695,0.0002571927],"domain_scores_gemma":[0.9950175,0.001396677,0.002430103,0.000414882,0.0004090081,0.0003319705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002215131,0.00002176827,0.9926485,0.0001532492,0.001106257,0.0000898012,0.0001570536,0.0006748476,0.00004629178,0.000102651,0.001858779,0.002919192],"study_design_scores_gemma":[0.00002381341,0.00004634219,0.9968922,0.0001038424,0.0003447554,0.0002258726,0.0002231168,0.000528075,0.00006258985,0.0001819563,0.001348851,0.00001878141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354742,0.008307155,0.001964268,0.0004424609,0.0001107123,0.0000468535,0.0521166,0.00009930273,0.00143855],"genre_scores_gemma":[0.9788505,0.001860217,0.0005558187,0.0001356909,0.00004959924,0.0001299438,0.01822268,0.00001367637,0.0001819019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008451727,"threshold_uncertainty_score":0.01680505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964283499742488,"score_gpt":0.249355137602192,"score_spread":0.2197123026047671,"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."}}