{"id":"W4387195479","doi":"10.1186/s13643-023-02312-3","title":"Saturated fat, the estimated absolute risk and certainty of risk for mortality and major cancer and cardiometabolic outcomes: an overview of systematic reviews","year":2023,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Alberta; University of Ottawa; McMaster University; Impact","funders":"College of Agriculture and Life Sciences, Texas A and M University","keywords":"Medicine; Absolute risk reduction; Certainty; Risk assessment; Cancer; Environmental health; Gerontology; Internal medicine; Population","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01140806,0.0009128086,0.0215161,0.0002086977,0.0002090615,0.00004922986,0.0002566692,0.0003119938,0.000006620731],"category_scores_gemma":[0.01051502,0.0003932632,0.001479501,0.0008269918,0.0002216126,0.00006377888,0.0001607524,0.0003851956,0.000007954823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008300925,"about_ca_system_score_gemma":0.00008283245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261411,"about_ca_topic_score_gemma":0.0002734012,"domain_scores_codex":[0.9883353,0.003989266,0.00613669,0.0006765548,0.0005123487,0.000349879],"domain_scores_gemma":[0.9871751,0.003730911,0.007149694,0.001366695,0.0003707421,0.0002068796],"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":[0.000006941017,0.00003340724,0.0002877928,0.9858279,0.002415669,0.000001784324,0.000126393,8.804201e-8,1.607551e-7,0.0001893277,0.0005296306,0.01058096],"study_design_scores_gemma":[0.000737722,0.0001026188,0.00125875,0.8780755,0.05056868,0.00006831236,0.0001632751,0.0000629508,5.802082e-8,0.0001456272,0.06845371,0.0003627586],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000226294,0.9474426,0.00002432816,0.00002529311,0.0001998999,0.05055849,0.00148406,0.00002795026,0.00001110372],"genre_scores_gemma":[0.00004262442,0.9868599,0.0003557369,0.00004535601,0.0001013756,0.01234224,0.0001070456,0.00007741736,0.0000682933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1077523,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4054401088473899,"score_gpt":0.4855028219387887,"score_spread":0.08006271309139884,"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."}}