{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004747981,0.0003763859,0.0003610474,0.001645772,0.002032135,0.001173694,0.00109444,0.0005646416,0.003145898],"category_scores_gemma":[0.001948927,0.0003392413,0.0008383979,0.005092461,0.0005982156,0.0003266416,0.0006818534,0.0007698573,0.0002664644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01309708,"about_ca_system_score_gemma":0.01289279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917381,"about_ca_topic_score_gemma":0.9920941,"domain_scores_codex":[0.9990929,0.00005300254,0.00004662636,0.000139695,0.0004779104,0.0001898478],"domain_scores_gemma":[0.9988089,0.00006681936,0.0003122532,0.00005207432,0.0005539439,0.0002061672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006984937,0.00003837002,0.9930715,0.00003895697,0.00008427677,0.00005498966,0.000446487,0.00005056184,0.00021691,0.0001014611,0.001398717,0.00442793],"study_design_scores_gemma":[0.000002936325,0.00001035923,0.9986889,0.00002128356,0.00002931469,0.00003691573,0.0003917024,0.0001231854,0.00002800359,0.00002234796,0.000635719,0.000009346354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847826,0.001946531,0.0001524487,0.0009319897,0.00002960566,0.00004177513,0.005757441,0.00002454424,0.006332962],"genre_scores_gemma":[0.9958994,0.0009563409,0.0002473417,0.000163622,0.00001030648,0.00001140173,0.001652523,0.000007946391,0.001051057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01309708,"threshold_uncertainty_score":0.09502637,"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."}}