{"id":"W2912994141","doi":"10.3390/nu11020411","title":"Assessment of Packaged Foods and Beverages Carrying Nutrition Marketing against Canada’s Food Guide Recommendations","year":2019,"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":"Université Laval; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Business; Food marketing; Marketing; Health claims on food labels; Food processing; Food products; Food science; Environmental health; Medicine","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":[0.006011799,0.000307366,0.0003013294,0.001940122,0.002052997,0.002373103,0.001241683,0.000337995,0.002427109],"category_scores_gemma":[0.01601743,0.0002574982,0.000533661,0.004913613,0.0008737368,0.0006692551,0.001351492,0.0008525862,0.0002499636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02021065,"about_ca_system_score_gemma":0.04017889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9748043,"about_ca_topic_score_gemma":0.9850786,"domain_scores_codex":[0.9924622,0.0006314837,0.0003180919,0.0003524821,0.005657553,0.0005781649],"domain_scores_gemma":[0.9832766,0.001125283,0.003066145,0.0004310256,0.0111414,0.0009596121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000172464,0.0001330558,0.9504994,0.0002406916,0.0001380413,0.000059927,0.004534972,0.0002968913,0.0006034909,0.0008556672,0.00385955,0.03860591],"study_design_scores_gemma":[0.000003957831,0.0000509338,0.9883536,0.0000816497,0.00003741587,0.00001771006,0.003956652,0.000667976,0.0002652929,0.00004652827,0.006502354,0.00001586371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713625,0.0005730565,0.001066799,0.0008830099,0.00003112523,0.000453054,0.004243229,0.00004346372,0.02134377],"genre_scores_gemma":[0.9887377,0.000649395,0.004278844,0.0003518971,0.000008222535,0.0001189394,0.003021088,0.00001929612,0.002814585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02519572,"threshold_uncertainty_score":0.1466392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424846529843064,"score_gpt":0.2875576595919588,"score_spread":0.2733091942935281,"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."}}