{"id":"W3203679942","doi":"10.3390/nu13103305","title":"Dietary Saturated Fats and Health: Are the U.S. Guidelines Evidence-Based?","year":2021,"lang":"en","type":"review","venue":"Nutrients","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Impact; McMaster University; Population Health Research Institute","funders":"","keywords":"Saturated fat; Food science; Saturated fatty acid; Polyunsaturated fatty acid; Total fat; Environmental health; Medicine; Chemistry; Fatty acid; Biochemistry; Endocrinology; 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":[],"consensus_categories":[],"category_scores_codex":[0.000351803,0.0003595247,0.001691092,0.00007374545,0.0002807527,0.00003978983,0.0001292587,0.000173526,0.00003706213],"category_scores_gemma":[0.0005047231,0.0002009068,0.0003914419,0.0004565839,0.00009817252,0.00004072341,0.0001366,0.0003913726,0.00002606832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503643,"about_ca_system_score_gemma":0.0004115735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008282118,"about_ca_topic_score_gemma":0.00001053225,"domain_scores_codex":[0.997923,0.0001330381,0.0007008375,0.0004712651,0.0004660038,0.0003059242],"domain_scores_gemma":[0.9982809,0.0002947992,0.0003671434,0.0003952753,0.0004766203,0.000185288],"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":[0.00002379787,0.0001457044,0.0004701287,0.01915461,0.0002149748,0.00007702802,0.00000703248,6.63655e-8,5.229865e-8,0.00001846311,0.2791701,0.700718],"study_design_scores_gemma":[0.0004213958,0.0001279749,0.0006035751,0.1174247,0.0004605392,0.00005503185,0.00005677026,0.000001817538,3.091925e-7,0.00001711816,0.8806799,0.0001508471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009070057,0.9779561,0.000002771824,0.02034838,0.000422936,0.001058979,0.0001186954,0.00003543339,0.00004765865],"genre_scores_gemma":[0.0000103595,0.9923717,0.000345568,0.005767583,0.0007160274,0.0001329279,0.0004418633,0.00003417117,0.0001798134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7005672,"threshold_uncertainty_score":0.8192741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4336658376388917,"score_gpt":0.4680678505305256,"score_spread":0.03440201289163392,"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."}}