{"id":"W1502898407","doi":"10.1111/obr.12107","title":"Ultra‐processed products are becoming dominant in the global food system","year":2013,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":1805,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bloomberg Philanthropies; Rockefeller Foundation","keywords":"Food processing; Business; Context (archaeology); Food systems; Scale (ratio); Food products; Consumption (sociology); Nutrition transition; Obesity; Snack food; Developed country; Development economics; Marketing; Environmental health; Economics; Food science; Food security; Geography; Medicine; Population; Agriculture; Overweight","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":[0.001072122,0.0005508313,0.001116959,0.002044909,0.0002695015,0.001253711,0.0005222858,0.00109427,0.00232834],"category_scores_gemma":[0.0007072553,0.0002599432,0.0005011941,0.003248084,0.0008845578,0.001356367,0.0007089985,0.001440348,0.0008719737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006199468,"about_ca_system_score_gemma":0.001153487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002303483,"about_ca_topic_score_gemma":0.00326244,"domain_scores_codex":[0.9992715,0.0001778094,0.00007378178,0.000108143,0.000317562,0.00005132126],"domain_scores_gemma":[0.9993047,0.0002802167,0.0001724306,0.00002303581,0.0001763632,0.00004346462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007425777,0.00006460641,0.0008367331,0.01962911,0.0001267456,0.000180463,0.0003010051,0.0001663455,0.003052487,0.00436737,0.01194782,0.9592531],"study_design_scores_gemma":[0.00001305756,0.0001521542,0.006067064,0.00865506,0.000184099,0.001605269,0.0004799374,0.00005601791,0.0009203696,0.001556339,0.9802803,0.00003031407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006069186,0.9976454,0.0000771358,0.0004486603,0.0001220797,0.000002412006,0.000007883121,0.00000647456,0.001082961],"genre_scores_gemma":[0.002103527,0.9969241,0.000198059,0.0002689885,0.0001123635,0.000003044089,0.00001196808,0.000001532693,0.0003764451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00232834,"threshold_uncertainty_score":0.007789075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123981426764245,"score_gpt":0.3514646451438408,"score_spread":0.2390665024674164,"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."}}