{"id":"W4285797505","doi":"10.3389/fendo.2022.879890","title":"Global, Regional and National Burden of Cancers Attributable to High Fasting Plasma Glucose in 204 Countries and Territories, 1990-2019","year":2022,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; McGill University","funders":"Shahid Beheshti University of Medical Sciences; Cancer Research UK; Institute for Health Metrics and Evaluation","keywords":"Medicine; Attributable risk; Burden of disease; Cancer; Demography; Disease burden; Environmental health; Population; Internal medicine","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":[0.0004332423,0.0002311249,0.0002171917,0.0008562837,0.0002157373,0.0005110316,0.0002506734,0.000275307,0.001951571],"category_scores_gemma":[0.0009716015,0.0001036571,0.000939264,0.00193949,0.0001795516,0.000351858,0.0004940138,0.0003868509,0.0004638386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371464,"about_ca_system_score_gemma":0.001739299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1482376,"about_ca_topic_score_gemma":0.1755567,"domain_scores_codex":[0.9996829,0.00006280968,0.00003969332,0.00004640947,0.00007983059,0.00008837831],"domain_scores_gemma":[0.9995166,0.0000302702,0.0002044789,0.00001522649,0.000163904,0.00006953542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001475375,0.00001951143,0.9711447,0.0004594938,0.0006725455,0.0002272784,0.000151251,0.001073401,0.0003585776,0.0002456207,0.01139199,0.01410826],"study_design_scores_gemma":[0.000009529556,0.00003085981,0.9916363,0.0001134261,0.0001692176,0.000359209,0.000255489,0.0002510739,0.00008928611,0.00005193549,0.007026454,0.000007356991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7936532,0.03260556,0.0009687742,0.004152215,0.0002289068,0.0000815748,0.1546412,0.0001373747,0.0135312],"genre_scores_gemma":[0.9431124,0.01010981,0.0008343703,0.0004607007,0.00009872804,0.00007430979,0.04357,0.0000121309,0.001727603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1482376,"threshold_uncertainty_score":0.2947495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007804628456965694,"score_gpt":0.2344213973919237,"score_spread":0.226616768934958,"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."}}