{"id":"W2913788543","doi":"10.1111/obr.12840","title":"Global benchmarking of children's exposure to television advertising of unhealthy foods and beverages across 22 countries","year":2019,"lang":"en","type":"article","venue":"Obesity Reviews","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Science and Technology Infrastructure Program; Instituto de Salud Carlos III; Economic and Social Research Council; Medical Research Council; Ministrstvo za zdravje; Centre for Diet and Activity Research; United Kingdom Clinical Research Collaboration; Javna Agencija za Raziskovalno Dejavnost RS; Ministry of Higher Education; National Institute for Health and Care Research; Athabasca University; International Development Research Centre; University of Capetown; Cancer Research UK; Universidad de Antioquia; Bloomberg Philanthropies; British Heart Foundation; Wellcome Trust","keywords":"Unhealthy food; Advertising; Environmental health; Business; Benchmarking; Food marketing; Childhood obesity; Obesity; Medicine; Marketing; Overweight","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001482749,0.0004476217,0.0003577748,0.003065144,0.0001564663,0.0009010014,0.0002642699,0.0002785056,0.001526237],"category_scores_gemma":[0.002879725,0.0002391217,0.0007412367,0.006376077,0.0002742833,0.0006201388,0.0009157303,0.0004351904,0.0003703059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005775759,"about_ca_system_score_gemma":0.0004930466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0194607,"about_ca_topic_score_gemma":0.01624103,"domain_scores_codex":[0.9988208,0.0003531414,0.0001851304,0.0002755582,0.0001835578,0.000181705],"domain_scores_gemma":[0.9963521,0.0006638246,0.001647131,0.0002430566,0.0008319462,0.0002619516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462144,0.00002293502,0.9671332,0.0005427984,0.0003900856,0.000118727,0.001159534,0.0007747353,0.0003763805,0.0002695684,0.004258351,0.02480751],"study_design_scores_gemma":[0.000002726944,0.00003924491,0.9957047,0.0000707805,0.0000612163,0.0001392736,0.000815335,0.0001219883,0.0001182277,0.00002324754,0.002894757,0.000008473598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528986,0.003909164,0.0007286791,0.0002219948,0.00002656571,0.00004497475,0.03613259,0.0000998687,0.005937539],"genre_scores_gemma":[0.9700823,0.002831253,0.001423432,0.0000809312,0.00001826698,0.00007324819,0.02483282,0.00004055157,0.0006171303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0194607,"threshold_uncertainty_score":0.03869486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184305323292116,"score_gpt":0.3059854515752625,"score_spread":0.2941423983423413,"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."}}