{"id":"W3099285925","doi":"10.17269/s41997-020-00429-9","title":"Consumption of ultra-processed foods is associated with obesity, diabetes and hypertension in Canadian adults","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; St. Michael's Hospital; Université de Montréal","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Obesity; Diabetes mellitus; Environmental health; Odds; Odds ratio; Logistic regression; Cross-sectional study; National Health and Nutrition Examination Survey; Type 2 diabetes; Overweight; Gerontology; Demography; Internal medicine; Population; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004835609,0.000537677,0.0005680478,0.001782961,0.002467528,0.001605543,0.001309721,0.001290503,0.005513707],"category_scores_gemma":[0.002061744,0.0007359129,0.001509439,0.004865572,0.0006565058,0.0004903206,0.0007337861,0.001866484,0.0003649449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007877127,"about_ca_system_score_gemma":0.009448554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9791708,"about_ca_topic_score_gemma":0.9812965,"domain_scores_codex":[0.9991386,0.00006358873,0.00006630431,0.0001407668,0.0003320826,0.0002585604],"domain_scores_gemma":[0.9978001,0.0001317081,0.0006777252,0.0000671537,0.0007410413,0.0005822433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001124843,0.00006670618,0.9962729,0.00003440515,0.0001123593,0.00007246932,0.000484356,0.0000247398,0.000133443,0.00007171224,0.0007254882,0.001888934],"study_design_scores_gemma":[0.000005665426,0.000013645,0.9988855,0.00002315939,0.00004301768,0.00004247433,0.0005778985,0.00005903357,0.00001062359,0.0000173054,0.0003136345,0.000008106143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884089,0.002578678,0.00007955869,0.001051238,0.00006409924,0.00003071912,0.002710105,0.00001387545,0.005062762],"genre_scores_gemma":[0.9954451,0.001268436,0.0002001899,0.0003213507,0.00003733844,0.0000131163,0.0009578448,0.000006807089,0.00174975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0208292,"threshold_uncertainty_score":0.05715281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05710758751130937,"score_gpt":0.2676264837439519,"score_spread":0.2105188962326426,"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."}}