{"id":"W3093895650","doi":"10.3390/nu12113232","title":"Diet Quality, Saturated Fat and Metabolic Syndrome","year":2020,"lang":"en","type":"review","venue":"Nutrients","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Metabolic syndrome; Environmental health; Medicine; Saturated fat; Disease; Obesity; Food science; Endocrinology; Biology; Internal medicine; Cholesterol","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":[0.00009218525,0.0003831716,0.002577675,0.00009409488,0.0001004198,0.00002904789,0.0001016575,0.0002351424,0.00008265021],"category_scores_gemma":[0.0001380466,0.000278658,0.0003799109,0.0004412814,0.00007737624,0.00003566679,0.0002015993,0.0003801218,0.0001938168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005859428,"about_ca_system_score_gemma":0.00005377847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002537203,"about_ca_topic_score_gemma":0.000001002144,"domain_scores_codex":[0.9982339,0.00008688714,0.0005418087,0.0004779963,0.0003895419,0.0002698848],"domain_scores_gemma":[0.9991188,0.000105239,0.0001912137,0.0002257097,0.00008418175,0.0002748354],"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":[0.0004019885,0.0007804003,0.0005136824,0.07048309,0.002749034,0.001042065,0.00006080658,3.181531e-9,8.861616e-7,0.003598558,0.05158379,0.8687857],"study_design_scores_gemma":[0.001068596,0.000272545,0.0007516217,0.00617201,0.001393694,0.0002158161,0.00001472535,1.111486e-7,2.523278e-7,0.0001419401,0.98972,0.0002486195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008684905,0.9967216,9.979942e-7,0.0003528058,0.0003201299,0.0009432811,0.0002497017,0.00006931478,0.001255316],"genre_scores_gemma":[0.00009178244,0.9978483,0.00009915969,0.0003239786,0.000336398,0.00009504423,0.0005668551,0.00004590986,0.0005925509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9381363,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08397199203661639,"score_gpt":0.3761908522846911,"score_spread":0.2922188602480747,"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."}}