{"id":"W4376618488","doi":"10.1093/heapro/daad028","title":"Unhealthy food advertising on Costa Rican and Guatemalan television: a comparative study","year":2023,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Odds ratio; Advertising; Product (mathematics); Food marketing; Environmental health; Consumption (sociology); Confidence interval; Obesity; Unhealthy food; Nutrient; Geography; Medicine; Demography; Business; Sociology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005282228,0.0001162246,0.0002490806,0.000258056,0.0001996653,0.00002970475,0.00005892321,0.00003063882,0.00009399513],"category_scores_gemma":[0.00006139747,0.0001024367,0.00003091898,0.0002655904,0.00002899939,0.00006239944,0.00005469545,0.0002086031,0.00005531941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733549,"about_ca_system_score_gemma":0.0001336069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006260139,"about_ca_topic_score_gemma":0.00008728207,"domain_scores_codex":[0.9985527,0.0001085039,0.0003840024,0.0003105916,0.0004252866,0.0002189433],"domain_scores_gemma":[0.9993101,0.00008694804,0.0001337741,0.0001351731,0.0001465846,0.0001873705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00175723,0.007492513,0.714001,0.001262607,0.001788297,0.0001378116,0.02914944,0.000125021,0.0003146999,0.008352311,0.01361988,0.2219992],"study_design_scores_gemma":[0.004560902,0.01214217,0.9646068,0.00088067,0.00004967935,0.00007845218,0.001866931,0.007698841,0.00003754278,0.0002130634,0.007669007,0.0001959502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771758,0.0001827806,0.0001475617,0.02004353,0.0004109581,0.00113254,0.00003478434,0.0001504384,0.0007215575],"genre_scores_gemma":[0.9985583,0.00008709193,0.0001797428,0.0006839877,0.0001322586,0.00005481679,0.0001027549,0.00001291538,0.000188143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2506058,"threshold_uncertainty_score":0.4177247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315178368284637,"score_gpt":0.437003152105165,"score_spread":0.3054853152767014,"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."}}