{"id":"W2735927922","doi":"10.1017/s1368980017001379","title":"Household availability of ultra-processed foods and obesity in nineteen European countries","year":2017,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":564,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Environmental health; Obesity; Medicine; Consumption (sociology); Food processing; Nutrition transition; Cross-sectional study; Public health; Geography; Business; Overweight; Food science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001536255,0.00009165336,0.0002989443,0.00009714879,0.0001948268,0.00007498837,0.00009540347,0.00004683487,0.00001706776],"category_scores_gemma":[0.0004046565,0.00008876924,0.00002698196,0.0000759826,0.0001416382,0.0002682061,0.00003274153,0.0001606317,0.000002201096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007286492,"about_ca_system_score_gemma":0.0001906686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005569568,"about_ca_topic_score_gemma":0.0002731572,"domain_scores_codex":[0.9988748,0.00009336003,0.0003769587,0.0002266102,0.0001703436,0.0002579037],"domain_scores_gemma":[0.9990597,0.00005120237,0.0002057364,0.0003584857,0.0001284569,0.0001964205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001019123,0.0007381411,0.9807867,0.006375897,0.00002946719,0.000006168482,0.0005678074,8.950958e-8,0.0005315298,0.0003441276,0.0002500879,0.01026805],"study_design_scores_gemma":[0.002538419,0.0002718797,0.9863828,0.0004421433,0.00001588493,0.00001225274,0.0000840885,0.00003225652,0.0002684016,0.00008776881,0.009781463,0.00008268456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777928,0.003538338,0.00006886142,0.01684647,0.00005131751,0.0004923422,0.00003523266,0.00004311399,0.001131497],"genre_scores_gemma":[0.9974193,0.00160966,0.0003571047,0.0004873532,0.00006337229,0.00001285164,0.00002450201,0.00001215531,0.00001369601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01962648,"threshold_uncertainty_score":0.3619905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07025880801266893,"score_gpt":0.3194807885678728,"score_spread":0.2492219805552038,"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."}}