{"id":"W4289519763","doi":"10.2174/1573401318666220802103404","title":"An Evidence-Based Review of Diabetes Care: History, Types, Relationshipto Cancer and Heart Disease, Co-Morbid Factors, and PreventiveMeasures","year":2022,"lang":"en","type":"article","venue":"Current Nutrition & Food Science","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Overweight; Insulin resistance; Obesity; Cancer; Disease; Population; Impaired glucose tolerance; Internal medicine; Family history; Gestational diabetes; Endocrinology; Pregnancy; Environmental health","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":[0.00423249,0.001277963,0.005581569,0.008808611,0.0006508252,0.002603403,0.001924777,0.001865367,0.008278246],"category_scores_gemma":[0.0184526,0.0008622819,0.004742408,0.0108778,0.0004757886,0.001982003,0.001142513,0.002008526,0.0006139589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003199693,"about_ca_system_score_gemma":0.007224322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007510222,"about_ca_topic_score_gemma":0.02045345,"domain_scores_codex":[0.9969021,0.0009421288,0.0010835,0.0002407507,0.0007099492,0.0001216338],"domain_scores_gemma":[0.9851324,0.01012676,0.002464973,0.0001375768,0.00184508,0.0002932897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003559875,0.00006729387,0.001279903,0.7232908,0.004155803,0.000107929,0.000112943,0.0001729766,0.0001137474,0.0006528662,0.01304344,0.2566463],"study_design_scores_gemma":[0.0003001225,0.0002510766,0.007281362,0.863198,0.0223113,0.0005786017,0.0001859165,0.0001226878,0.00009078957,0.0006831545,0.1049547,0.00004223771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001191789,0.999132,0.00002781085,0.0002784574,0.0001330367,0.00002966316,0.00008726808,0.00000241745,0.0001902863],"genre_scores_gemma":[0.001487365,0.9978509,0.0001395894,0.0002792031,0.00008504437,0.000030022,0.00007857117,9.99239e-7,0.0000483136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008808611,"threshold_uncertainty_score":0.02769351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06172055677378616,"score_gpt":0.3266824595803676,"score_spread":0.2649619028065815,"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."}}