{"id":"W7111721780","doi":"","title":"How prices and income influence global patterns in saturated fat intake by age, sex and world region: a cross-sectional analysis of 160 countries","year":2024,"lang":"en","type":"article","venue":"Open Repository of the University of Porto (University of Porto)","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Biomedical Sciences, Academia Sinica; Instituto De Saúde Pública, Universidade do Porto; Rijksinstituut voor Volksgezondheid en Milieu; Wageningen University and Research; Anschutz Medical Campus, University of Colorado; University of California, Davis; Egerton University; Universidad de Cuenca; Consortium of International Agricultural Research Centers; Université Cadi Ayyad; Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences; Universitas Andalas; Institut de Veille Sanitaire; Harokopio University; National Nutrition and Food Technology Research Institute; Addis Ababa University; University of Tabriz; Universidade do Porto; Centre Hospitalier Universitaire Vaudois; Universidad de Chile; University of North Carolina at Chapel Hill; University of Jordan; Robert Koch Institut; Universidade de São Paulo; Hôpitaux Universitaires de Genève; Háskóli Íslands; Universidad de Antioquia; North-West University; Kuwait Institute for Scientific Research; Ahvaz Jundishapur University of Medical Sciences; Shahid Sadoughi University of Medical Sciences; University of Colombo; Universidad de Las Palmas de Gran Canaria; National Health Research Institutes; World Health Organization; University of Tokyo; Universiti Sains Malaysia; Tehran University of Medical Sciences and Health Services; Shahid Beheshti University of Medical Sciences; Universiteit Gent; Rheinische Friedrich-Wilhelms-Universität Bonn; Qatar University; Isfahan University of Medical Sciences; Consejo Nacional de Investigaciones Científicas y Técnicas; Korea University; Universiti Malaya; Eulji University; Universität Wien; Food and Nutrition Research Institute; Ardabil University of Medical Sciences; University of Queensland; Leibniz-Gemeinschaft; King Saud University; Université de Lausanne; Indian Council of Medical Research; University of Aberdeen; Korea Disease Control and Prevention Agency; Hellenic Health Foundation; Universitetet i Bergen; Universidade Federal do Rio de Janeiro; Tribhuvan University; FrieslandCampina; International Fine Particle Research Institute; University of Mauritius; Royal College of Surgeons in Ireland; Universiti Kebangsaan Malaysia; Terveyden ja hyvinvoinnin laitos; King's College London; Teesside University; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; University of Otago; Universität Hohenheim; University of Cincinnati; American University of Beirut; University of Alberta; Helsingin Yliopisto; Florida International University; University of Delhi; Università di Catania; Hacettepe Üniversitesi; Washington University in St. Louis; Universiti Putra Malaysia; National and Kapodistrian University of Athens; Mahidol University; Gazi Üniversitesi; Justus Liebig Universität Gießen; King Abdulaziz University; School of Medicine, New York University; Universidad San Francisco de Quito; University of Dhaka; Loyola University Chicago; Institute of Chemistry, Chinese Academy of Sciences; Academia Sinica; Tabriz University of Medical Sciences; Bill and Melinda Gates Foundation","keywords":"Food prices; Affect (linguistics); Developing country; Price level; Food intake; Food group","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000186406,0.0001578987,0.0006594214,0.0002906157,0.0001752393,0.0000431964,0.0004517405,0.000114383,0.00003155446],"category_scores_gemma":[0.00001096703,0.0001651845,0.0001921717,0.001010159,0.001109303,0.0007077397,0.0007224884,0.0001937557,2.002677e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617542,"about_ca_system_score_gemma":0.0001240312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178206,"about_ca_topic_score_gemma":0.004518156,"domain_scores_codex":[0.998782,0.00007844075,0.0002032983,0.000388469,0.0004061425,0.0001415986],"domain_scores_gemma":[0.9987928,0.00008608562,0.0004721272,0.0003393168,0.000205515,0.0001041927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002839098,0.0003614256,0.9944353,0.0004406458,0.0008913701,0.0003524816,0.0008855404,0.00002669525,0.001628049,0.0004650906,0.0001731221,0.00005636077],"study_design_scores_gemma":[0.0007045552,0.0001313245,0.9945117,0.0002958402,0.000866036,0.00002889724,0.00188395,0.0001482012,0.0008195224,0.0000751992,0.0004026807,0.0001320783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976854,0.0001223309,0.00003437472,0.0003583357,0.00005333695,0.0002839914,0.0001508526,0.00001438676,0.001297002],"genre_scores_gemma":[0.9945539,0.00005820745,0.0001392712,0.0000107441,0.000008536696,4.092873e-8,0.00002261354,0.000005048929,0.005201696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007263904,"threshold_uncertainty_score":0.9947985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087043038225058,"score_gpt":0.2385793772824666,"score_spread":0.227708946900216,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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