{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002290792,0.000299395,0.0004274217,0.0008174559,0.0003296687,0.0007339897,0.0003527926,0.0003912266,0.002354751],"category_scores_gemma":[0.004313774,0.0005178733,0.001417937,0.001870951,0.0004470062,0.0006630063,0.001027064,0.0005247969,0.0004909004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209248,"about_ca_system_score_gemma":0.0002092433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006885744,"about_ca_topic_score_gemma":0.005534958,"domain_scores_codex":[0.9990144,0.0004388789,0.0001178823,0.0002217522,0.0001169856,0.00009008856],"domain_scores_gemma":[0.9967097,0.0007565473,0.001618254,0.0004861191,0.0002581176,0.0001712549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005571597,0.0000154021,0.9983007,0.00001593937,0.0002966234,0.00002927593,0.0001341601,0.0001525156,0.00006820256,0.00002824316,0.0001064002,0.0007967936],"study_design_scores_gemma":[0.000003538111,0.0000540436,0.9990397,0.00001015149,0.00006452049,0.00006337395,0.0002458836,0.0002118443,0.00003716815,0.00002481589,0.0002407514,0.000003993091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975646,0.0002868787,0.0002721475,0.00003168685,0.000005511793,0.00001272644,0.00128247,0.000004865829,0.0005391738],"genre_scores_gemma":[0.9984503,0.0001215913,0.0002313342,0.00002035326,0.000004079727,0.0000182521,0.0009776357,0.000005087156,0.0001714357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006885744,"threshold_uncertainty_score":0.01369131,"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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