{"id":"W3195925410","doi":"10.1016/j.ecl.2021.05.013","title":"An Update on the Epidemiology of Type 2 Diabetes","year":2021,"lang":"en","type":"review","venue":"Endocrinology and Metabolism Clinics of North America","topic":"Birth, Development, and Health","field":"Medicine","cited_by":478,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Medicine; Type 2 diabetes; Pandemic; Epidemiology; Public health; Urbanization; Epidemiological transition; Environmental health; Disease; Gerontology; Global health; Sedentary lifestyle; Economic growth; Development economics; Diabetes mellitus; Coronavirus disease 2019 (COVID-19); Obesity; Population; Infectious disease (medical specialty); Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001623966,0.001471342,0.003141596,0.005362836,0.0002930192,0.001847663,0.001416242,0.001637605,0.006636993],"category_scores_gemma":[0.00354092,0.0004583188,0.001595891,0.006324216,0.0004509739,0.00212038,0.00104843,0.002619138,0.002259504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113681,"about_ca_system_score_gemma":0.003059756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006315914,"about_ca_topic_score_gemma":0.0145496,"domain_scores_codex":[0.9992993,0.0001694899,0.0001663447,0.0000891537,0.0002262993,0.00004936822],"domain_scores_gemma":[0.997476,0.001418815,0.0003657199,0.00004258958,0.0005443642,0.0001524134],"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":[0.0001023924,0.00006955437,0.0009598133,0.02786878,0.0003834304,0.000205819,0.00005910912,0.0001660107,0.0002227668,0.001483088,0.1913088,0.7771705],"study_design_scores_gemma":[0.00005922268,0.00008458797,0.004700757,0.02592822,0.0009917878,0.001349045,0.0001015556,0.00008401363,0.00005743674,0.001286855,0.9653086,0.00004790381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000309643,0.9979797,0.00005337715,0.0005923511,0.0009350506,0.000002762846,0.00007312412,0.000006628298,0.0003260163],"genre_scores_gemma":[0.0001575217,0.9976246,0.0001307085,0.0006200718,0.001132851,0.000004009486,0.00009405165,0.000001224619,0.0002350279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006636993,"threshold_uncertainty_score":0.02220303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09161922713141162,"score_gpt":0.4071633190672121,"score_spread":0.3155440919358005,"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."}}