{"id":"W2809096960","doi":"10.1186/s12966-018-0694-0","title":"The effectiveness of the food and beverage industry’s self-established uniform nutrition criteria at improving the healthfulness of food advertising viewed by Canadian children on television","year":2018,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"Health Canada","keywords":"Advertising; Childhood obesity; Unhealthy food; Food marketing; Food products; Marketing; Target audience; Nutrition Labeling; Medicine; Business; Psychology; Environmental health; Obesity; Food science; Overweight","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":[0.0037647,0.0002548015,0.0002052627,0.0006988215,0.001110826,0.001047527,0.000860872,0.0003508265,0.00124473],"category_scores_gemma":[0.01102107,0.0001690328,0.0004237343,0.0007113636,0.0007164034,0.0002974331,0.0007241222,0.0005673549,0.0001016207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01089237,"about_ca_system_score_gemma":0.01743131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.795797,"about_ca_topic_score_gemma":0.90337,"domain_scores_codex":[0.9967611,0.0006583361,0.0001492553,0.0002515575,0.001685456,0.0004942413],"domain_scores_gemma":[0.9919516,0.001403449,0.002265272,0.0004560906,0.002328311,0.001595285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001369913,0.002425487,0.8008433,0.0004853898,0.0001921812,0.0001318481,0.009451121,0.0006296248,0.008133096,0.0007027839,0.003215401,0.1724198],"study_design_scores_gemma":[0.00002068666,0.0004218263,0.9954822,0.00004481865,0.00003944207,0.00001417259,0.0008164158,0.0001863107,0.000694815,0.00001253034,0.002255599,0.00001116171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931172,0.0003333483,0.0001192594,0.0003000816,0.00001121941,0.0001226523,0.0002113606,0.00002039765,0.005764304],"genre_scores_gemma":[0.9972063,0.0002848681,0.0009730831,0.0001006066,0.000009726535,0.00006811453,0.0002362822,0.000005138508,0.001115891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.204203,"threshold_uncertainty_score":0.4108111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360245276547786,"score_gpt":0.3011892891322674,"score_spread":0.2875868363667896,"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."}}