{"id":"W3144197674","doi":"10.4093/dmj.2020.0250","title":"Hyperinsulinemia in Obesity, Inflammation, and Cancer","year":2021,"lang":"en","type":"review","venue":"Diabetes & Metabolism Journal","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":286,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hyperinsulinemia; Medicine; Diabetes mellitus; Insulin; Obesity; Context (archaeology); Type 2 diabetes; Cancer; Hyperinsulinism; Endocrinology; Internal medicine; Inflammation; Type 2 Diabetes Mellitus; Insulin resistance; Bioinformatics; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007309904,0.0006011687,0.002015322,0.0002759321,0.0001303369,0.0002156109,0.0004275392,0.0005712552,0.0002507626],"category_scores_gemma":[0.0002161277,0.0005165221,0.0005045214,0.0003631757,0.0000992117,0.00002018394,0.0002733499,0.0007736627,0.00001283524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005007396,"about_ca_system_score_gemma":0.0006808488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007667002,"about_ca_topic_score_gemma":0.00002191202,"domain_scores_codex":[0.9969728,0.0004572091,0.0009880284,0.0006119882,0.0003142171,0.0006557697],"domain_scores_gemma":[0.998434,0.00003618094,0.0005647388,0.0004359588,0.0002468484,0.0002822446],"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":[0.000002132536,0.00003067653,0.0003086044,0.001312473,0.000285934,0.000009464082,0.00003706129,0.000004976688,0.0001612128,0.00004421419,0.001198117,0.9966052],"study_design_scores_gemma":[0.0005123386,0.00001524702,0.0001890967,0.002368241,0.0007031878,0.00003358915,0.00001782026,0.00000255771,0.0006506291,0.00004527695,0.994912,0.0005499629],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03019888,0.9680185,0.000005762365,0.00001326499,0.00130392,0.0002774388,0.00008616019,0.000007744747,0.00008837052],"genre_scores_gemma":[0.00004454522,0.9946576,0.0002299541,0.000153717,0.004261123,0.0001451053,0.0001833976,0.00008785734,0.0002366705],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9960552,"threshold_uncertainty_score":0.9997286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736672335645167,"score_gpt":0.302350185160554,"score_spread":0.2849834618041023,"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."}}