{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189231,0.0001184776,0.0002542645,0.0001062959,0.00006647385,0.000008165273,0.0001403748,0.00006126773,0.00001769795],"category_scores_gemma":[0.00005657676,0.0001380187,0.00001838065,0.0001542235,0.0001538457,0.000007033783,0.0002288664,0.00009606565,1.834321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871292,"about_ca_system_score_gemma":0.0002388233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003419787,"about_ca_topic_score_gemma":0.0009853598,"domain_scores_codex":[0.9988971,0.00007349677,0.0002170626,0.0003290039,0.0001589548,0.0003243416],"domain_scores_gemma":[0.9997072,0.00001513148,0.00007207938,0.0001067007,0.00005020522,0.00004865765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001568963,0.0000978177,0.7472385,0.0001275389,0.0002333251,0.000036876,0.0008304071,0.01671443,0.004559692,0.00545269,0.1626572,0.06048261],"study_design_scores_gemma":[0.001799235,0.0002845531,0.0117657,0.00001322499,0.00001174938,0.00004487548,0.0008434323,0.0001884133,0.002727694,0.0008907395,0.9812123,0.0002181357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967361,0.1012848,0.00009924803,0.0002507597,0.0008430067,0.0001433396,0.0005534715,0.000004231284,0.00008511762],"genre_scores_gemma":[0.9809495,0.0162948,0.001593155,0.0004693834,0.0002337376,0.0001084436,0.0002277853,0.00001167577,0.0001115497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8185551,"threshold_uncertainty_score":0.562824,"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."}}