{"id":"W4402650473","doi":"10.3390/nu16183159","title":"Review on the Role of Polyphenols in Preventing and Treating Type 2 Diabetes: Evidence from In Vitro and In Vivo Studies","year":2024,"lang":"en","type":"review","venue":"Nutrients","topic":"Natural Antidiabetic Agents Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Type 2 diabetes; Insulin resistance; Resveratrol; Ellagic acid; Diabetes mellitus; Polyphenol; Pharmacology; Medicine; Insulin; Blood sugar; Antioxidant; Biochemistry; Chemistry; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005850426,0.0009087464,0.001768315,0.0026532,0.000268091,0.001109704,0.0009648583,0.0009145087,0.006598856],"category_scores_gemma":[0.001349832,0.0002661148,0.001276295,0.002825641,0.0002682002,0.001061349,0.0004942112,0.001093611,0.001938739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004052547,"about_ca_system_score_gemma":0.001147146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051684,"about_ca_topic_score_gemma":0.001373013,"domain_scores_codex":[0.9996723,0.0000652738,0.00008093614,0.00005653574,0.0001008679,0.000024152],"domain_scores_gemma":[0.9992409,0.0003964455,0.0001246183,0.00001930667,0.0001809372,0.00003788395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003859846,0.0001488672,0.0002709429,0.1638067,0.0006052998,0.0003434736,0.0001161692,0.0003295349,0.003844568,0.001709491,0.05444011,0.7739989],"study_design_scores_gemma":[0.00005354077,0.0002574657,0.001748736,0.02327811,0.001364139,0.001133575,0.00008076285,0.00007007349,0.0009072513,0.0008619952,0.9702142,0.00003010178],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001476322,0.9984579,0.00007871319,0.0002268682,0.0003125468,0.00001068535,0.00006995083,0.000007047409,0.0006886462],"genre_scores_gemma":[0.0006479431,0.9983992,0.0001364382,0.0002185167,0.0002190845,0.00001114456,0.00007253892,0.000002096796,0.0002929933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006598856,"threshold_uncertainty_score":0.02207541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07256157244931918,"score_gpt":0.3716480583624047,"score_spread":0.2990864859130855,"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."}}