{"id":"W4211244620","doi":"10.3390/nu14030708","title":"Consumption of Ultra-Processed Foods Is Associated with Free Sugars Intake in the Canadian Population","year":2022,"lang":"en","type":"article","venue":"Nutrients","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Environmental health; Free sugar; Population; Consumption (sociology); Sugar; Calorie; Medicine; Public health; Food science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002648503,0.00006571128,0.0001337953,0.0001351784,0.0001388939,0.0000113011,0.0001123908,0.00003532111,0.0001481273],"category_scores_gemma":[0.00008735117,0.00005142878,0.00002372736,0.0003768986,0.00002835052,0.00003704331,0.00001210559,0.0001906477,0.00000119755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349451,"about_ca_system_score_gemma":0.0001185946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05582251,"about_ca_topic_score_gemma":0.2223478,"domain_scores_codex":[0.9991593,0.00004626129,0.0001687607,0.0001243133,0.0003492712,0.0001521306],"domain_scores_gemma":[0.9995864,0.00003535056,0.00008162385,0.0001824468,0.00006219463,0.00005197195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110345,0.0001538779,0.9969499,0.00004194943,0.0000730575,0.00001333129,0.001554571,0.000009612938,0.000149066,0.0001068298,0.0001709435,0.0006658112],"study_design_scores_gemma":[0.002821338,0.0002740823,0.9951385,0.00009461435,0.0001271362,0.00001242794,0.0003872573,0.0001313717,0.0002267224,0.0001543653,0.000555567,0.00007658138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981675,0.0002321849,0.000002852469,0.0007848956,0.00004941014,0.000325999,0.00005999823,0.00001005484,0.0003670648],"genre_scores_gemma":[0.9991807,0.000007239243,0.00003151711,0.0005440324,0.000006942543,0.00002947755,0.0001653013,0.000008777091,0.00002600596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665253,"threshold_uncertainty_score":0.9504648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986090702761802,"score_gpt":0.2708028434345233,"score_spread":0.2409419364069053,"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."}}