{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004893318,0.000793512,0.00114565,0.002217884,0.0004115341,0.001088819,0.0007232605,0.001108458,0.004101857],"category_scores_gemma":[0.0005699329,0.0002457626,0.0004267415,0.002769617,0.00052982,0.0011486,0.0008162483,0.00210304,0.002366287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007205382,"about_ca_system_score_gemma":0.001442496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225836,"about_ca_topic_score_gemma":0.002382223,"domain_scores_codex":[0.9998287,0.00003518472,0.00002326604,0.00002517398,0.00006641075,0.00002128924],"domain_scores_gemma":[0.9997529,0.0000952468,0.0000348848,0.000008945855,0.00007123153,0.00003666125],"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":[0.0001060025,0.00008786151,0.0002979687,0.01880463,0.0001005916,0.0003416929,0.0001025421,0.0002835934,0.001588079,0.005887556,0.06235382,0.9100457],"study_design_scores_gemma":[0.00001022166,0.00006425514,0.0007520477,0.00325627,0.00006723774,0.001338423,0.00005952907,0.00004049747,0.0002189611,0.002863074,0.9913157,0.00001374227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005373168,0.9985999,0.00004999486,0.0002526046,0.0003629392,0.000002332384,0.000008270787,0.000005006244,0.0006651829],"genre_scores_gemma":[0.0003492186,0.9987036,0.00006919717,0.0001498625,0.0002115463,0.000002928706,0.00001684835,8.113827e-7,0.0004958975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004101857,"threshold_uncertainty_score":0.013722,"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."}}