{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001384958,0.001474808,0.0022859,0.002052368,0.0004039058,0.002271331,0.001302022,0.002082946,0.00504344],"category_scores_gemma":[0.001897438,0.0002873454,0.0004986754,0.003555013,0.001105875,0.002748273,0.001472607,0.00391373,0.002648405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347724,"about_ca_system_score_gemma":0.002111265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190268,"about_ca_topic_score_gemma":0.004101103,"domain_scores_codex":[0.9996765,0.0000753033,0.00003680438,0.00004534937,0.0001287399,0.00003737819],"domain_scores_gemma":[0.9990972,0.0004410782,0.00008436332,0.00002382301,0.000202649,0.0001509751],"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":[0.0002061004,0.00006586248,0.0002864594,0.01000665,0.00009861759,0.0002140074,0.00005827934,0.0004297481,0.0006951188,0.009921606,0.1642269,0.8137905],"study_design_scores_gemma":[0.00002930751,0.00004249076,0.0006595461,0.003343523,0.00007861864,0.0004786846,0.00008114026,0.00007990973,0.00007089737,0.004715654,0.9904021,0.00001815553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000207383,0.998087,0.00005423364,0.0008993037,0.0005283423,0.00000108113,0.00001092866,0.000005630208,0.000392661],"genre_scores_gemma":[0.0001653968,0.9982275,0.00007991944,0.0005359644,0.0007398223,0.000002277783,0.00001511462,0.000001020599,0.0002329361],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00504344,"threshold_uncertainty_score":0.01687199,"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."}}