{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005676362,0.000119413,0.0005748108,0.0001030553,0.00006784434,0.0000105815,0.0001367306,0.0000498287,0.00001621732],"category_scores_gemma":[0.0006432984,0.00006621915,0.0003402907,0.0003458332,0.0002363591,0.0001602648,0.00001802075,0.0002130203,0.00000118872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006863353,"about_ca_system_score_gemma":0.0002498847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006082682,"about_ca_topic_score_gemma":0.00002798834,"domain_scores_codex":[0.997964,0.0004794792,0.0005428597,0.0001020483,0.0006377212,0.0002738445],"domain_scores_gemma":[0.9977943,0.0004289261,0.001013514,0.0001578074,0.0004098338,0.0001955633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005414476,0.0001803464,0.7772061,0.00002917012,0.0001224017,0.000001407685,0.0001772798,0.00008496321,0.2101614,0.000004913127,0.00347704,0.003140506],"study_design_scores_gemma":[0.000946472,0.002932112,0.9845462,0.0002771426,0.00006388556,0.00002010458,0.0001267898,0.00004773223,0.01082821,0.0001034092,0.00004248558,0.00006539599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859823,0.0001853555,0.00002361157,0.01325967,0.0001673574,0.0001526034,0.0002068705,0.00000444258,0.00001776436],"genre_scores_gemma":[0.9992755,0.000100735,0.0003009901,0.0001871778,0.0001096059,4.980841e-7,0.000001033576,0.00001012628,0.00001431831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2073401,"threshold_uncertainty_score":0.2700338,"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."}}