{"id":"W4210882848","doi":"10.3389/fnut.2022.748305","title":"Dietary Transitions and Health Outcomes in Four Populations – Systematic Review","year":2022,"lang":"en","type":"review","venue":"Frontiers in Nutrition","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Finding A Cure for Epilepsy and Seizures","keywords":"Maasai; Obesity; Nutrition transition; Diabetes mellitus; Medicine; Demography; Epidemiological transition; Type 2 diabetes; Disease; Environmental health; Gerontology; Saturated fat; Population; Geography; Endocrinology; Internal medicine; Overweight","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00627566,0.001367823,0.007405666,0.00817322,0.0006819967,0.002658262,0.001611847,0.001712672,0.003495353],"category_scores_gemma":[0.03483652,0.00103455,0.009525981,0.01035656,0.0007948864,0.001916161,0.001705354,0.001271216,0.0002316146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003624364,"about_ca_system_score_gemma":0.0096787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401626,"about_ca_topic_score_gemma":0.03533114,"domain_scores_codex":[0.9930363,0.002208004,0.002847528,0.0007050285,0.0009559754,0.0002471371],"domain_scores_gemma":[0.9792271,0.01416199,0.004694531,0.0003495051,0.001354805,0.0002120764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002201141,0.00001821426,0.002539659,0.9558437,0.02160865,0.0001093519,0.0002176966,0.000108718,0.00008305795,0.0001463016,0.000985429,0.01811916],"study_design_scores_gemma":[0.0003374544,0.0002360674,0.01203604,0.8191906,0.1562516,0.0004271324,0.0004033172,0.0001188884,0.0001559083,0.0003468593,0.01044967,0.00004643989],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002732442,0.9952615,0.0001509953,0.0002145347,0.00008704582,0.0004341428,0.0008373195,0.00001103087,0.0002710232],"genre_scores_gemma":[0.0482959,0.9482682,0.0007589454,0.0007771345,0.00006742444,0.0009882253,0.0006942108,0.00000710273,0.0001428172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01401626,"threshold_uncertainty_score":0.03318924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337733702376813,"score_gpt":0.3851533801796554,"score_spread":0.2513800099419741,"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."}}