{"id":"W4400978809","doi":"10.1016/j.cell.2024.06.029","title":"Diabetes mellitus—Progress and opportunities in the evolving epidemic","year":2024,"lang":"en","type":"review","venue":"Cell","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":241,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"JDRF; National Heart, Lung, and Blood Institute; Genentech; Regeneron Pharmaceuticals; National Institutes of Health; Novo Nordisk; Banting and Best Diabetes Centre, University of Toronto; Wellcome Trust; Juvenile Diabetes Research Foundation United States of America; Gilead Sciences; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; Pfizer; NIHR Imperial Biomedical Research Centre; Glenn Foundation for Medical Research; Amgen; Howard Hughes Medical Institute; Astellas Pharma; American Federation for Aging Research; U.S. Department of Veterans Affairs; Agency for Healthcare Research and Quality; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi; Canadian Institutes of Health Research; American Heart Association","keywords":"Biology; Diabetes mellitus; Virology; Endocrinology","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":[0.0004195542,0.0002591333,0.0004737428,0.00006048381,0.00003787833,0.00008993245,0.0002575188,0.000269719,0.000007913634],"category_scores_gemma":[0.00002772051,0.0001657286,0.000203223,0.00008384509,0.00009745533,0.00000218489,0.0001316874,0.0002276068,0.00001473299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001039679,"about_ca_system_score_gemma":0.00008302319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002807259,"about_ca_topic_score_gemma":0.00000366621,"domain_scores_codex":[0.9988851,0.0001622392,0.0002644154,0.0003221572,0.00007811364,0.0002879807],"domain_scores_gemma":[0.999546,0.00005271798,0.000102945,0.0002442945,0.00001485552,0.00003916691],"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":[4.492314e-7,0.00004308942,0.00005690349,0.01040076,0.0001157977,0.00001139894,0.00007137362,1.377299e-7,0.00001311659,0.00005470555,0.02000701,0.9692252],"study_design_scores_gemma":[0.0000539108,0.00003377679,0.000002218894,0.001632057,0.0002980759,0.000001025148,0.0001277395,0.000005516044,0.00001229074,0.00008907859,0.9975377,0.000206641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005544511,0.9960917,3.212713e-7,0.00008543768,0.0001293955,0.0002375655,0.00004140932,0.000008641814,0.002851066],"genre_scores_gemma":[0.0009181821,0.9974697,0.00001050951,0.0001886624,0.0001219658,0.00008659847,0.0003074722,0.00003829076,0.0008585737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9775307,"threshold_uncertainty_score":0.6758214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326045450257845,"score_gpt":0.2893291669958345,"score_spread":0.256068712493256,"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."}}