{"id":"W2259473694","doi":"10.1161/jaha.115.002891","title":"Impact of Nonoptimal Intakes of Saturated, Polyunsaturated, and Trans Fat on Global Burdens of Coronary Heart Disease","year":2016,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Hellenic Health Foundation; Hôpitaux Universitaires de Genève; Terveyden ja hyvinvoinnin laitos; Helsedirektoratet; National Nutrition and Food Technology Research Institute; Tallinna Tehnikaülikool; Korea Health Industry Development Institute; Mahidol University; Gazi Üniversitesi; Hacettepe Üniversitesi; Indian Council of Medical Research; Universitas Andalas; National Institutes of Health; Robert Koch Institut; Kementerian Kesihatan Malaysia; University of Aberdeen; Harokopio University; Chinese Center for Disease Control and Prevention; Bill and Melinda Gates Foundation; National and Kapodistrian University of Athens; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; American University of Beirut; Shahid Beheshti University of Medical Sciences; Universidad de Antioquia; King's College London; Brown University","keywords":"Medicine; Polyunsaturated fatty acid; Polyunsaturated fat; Coronary heart disease; Trans fat; Saturated fat; Confidence interval; Demography; Proportional hazards model; Environmental health; Internal medicine; Cholesterol; Fatty acid","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":[0.01168771,0.0007684855,0.001031587,0.0008335627,0.000247364,0.001467244,0.000543983,0.0009070077,0.001194],"category_scores_gemma":[0.01246448,0.0003807233,0.001700081,0.0008208374,0.0009703989,0.0008141584,0.001462088,0.0008866341,0.0001178219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305883,"about_ca_system_score_gemma":0.00132402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006011204,"about_ca_topic_score_gemma":0.007482773,"domain_scores_codex":[0.9931273,0.00462614,0.000573675,0.0006870792,0.0007036267,0.0002820968],"domain_scores_gemma":[0.9910269,0.005150212,0.00224014,0.0007636077,0.0005367543,0.0002823867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01273199,0.0005498369,0.8266529,0.003763515,0.02876677,0.0003737203,0.0004551102,0.02514107,0.006918796,0.007489318,0.001470242,0.0856866],"study_design_scores_gemma":[0.0006845944,0.003673799,0.9064048,0.00156496,0.02482898,0.0009715288,0.0007560864,0.01490624,0.005436102,0.03074174,0.009915837,0.0001153031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931879,0.05128716,0.007058318,0.003473941,0.0001156819,0.00005242418,0.002556871,0.00008137221,0.003495262],"genre_scores_gemma":[0.9921072,0.003574686,0.003014431,0.0005705143,0.00003003217,0.00002672775,0.0005504333,0.00001732178,0.0001085116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168771,"threshold_uncertainty_score":0.06181127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143097782545782,"score_gpt":0.3240687150121474,"score_spread":0.3097589367575692,"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."}}