{"id":"W4297989537","doi":"10.1016/s2213-8587(22)00252-2","title":"Lifetime risk, life expectancy, and years of life lost to type 2 diabetes in 23 high-income jurisdictions: a multinational, population-based study","year":2022,"lang":"en","type":"article","venue":"The Lancet Diabetes & Endocrinology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"Centers for Disease Control and Prevention; National Institutes of Health; National Health and Medical Research Council; University of Tokyo; National Health Insurance Service; Ministry of Health, Labour and Welfare; Monash University; Diabetes Australia; Steno Diabetes Center Copenhagen","keywords":"Life expectancy; Demography; Type 2 diabetes; Medicine; Population; Jurisdiction; Years of potential life lost; Cohort; Public health; Gerontology; Incidence (geometry); Diabetes mellitus; Environmental health; Political science; Sociology","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":[0.001115184,0.0006334013,0.0005938771,0.001122433,0.001245234,0.001256721,0.0009839531,0.0009229317,0.0007824289],"category_scores_gemma":[0.00220045,0.0005389765,0.0006785199,0.003009459,0.0007155696,0.0009129142,0.001078683,0.0009491867,0.0002104482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135216,"about_ca_system_score_gemma":0.0006414531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09661474,"about_ca_topic_score_gemma":0.09840903,"domain_scores_codex":[0.9991666,0.0003628425,0.00006839935,0.0001710433,0.0001024777,0.0001287785],"domain_scores_gemma":[0.9981049,0.0002883837,0.0007368546,0.0001657819,0.0002273322,0.0004766412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007651908,0.0000640936,0.9988569,0.000004423475,0.0000946274,0.0000528948,0.0002674392,0.00003888459,0.00005687787,0.000008941061,0.0001249956,0.0003534025],"study_design_scores_gemma":[0.00001045199,0.00005974035,0.9983726,0.000006054242,0.00006642252,0.00008541584,0.00113109,0.000156686,0.00001496628,0.00001220582,0.0000784757,0.000005912067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990423,0.0001154089,0.00003582762,0.00004112831,0.000003028012,0.000006552094,0.0005832585,0.000001628045,0.0001709072],"genre_scores_gemma":[0.9989868,0.0001285205,0.00006295766,0.00004617719,0.000008200165,0.00002000202,0.0006333972,0.000002400234,0.0001116009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09661474,"threshold_uncertainty_score":0.1921048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433698811498881,"score_gpt":0.2605917478292352,"score_spread":0.2462547597142464,"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."}}