{"id":"W3006304977","doi":"10.1093/heapro/daaa002","title":"Overabundance of unhealthy food advertising targeted to children on Guatemalan television","year":2020,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Advertising; Unhealthy food; Food marketing; Channel (broadcasting); Psychology; Environmental health; Health food; Health claims on food labels; Marketing; Medicine; Business; Food science; Obesity; Telecommunications; Engineering","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":[0.0001978157,0.0001407001,0.0003264387,0.0001201331,0.00007292745,0.00001104157,0.0001294527,0.00005423692,0.0002363954],"category_scores_gemma":[0.0002566401,0.0001338133,0.00008250289,0.0002518039,0.00002444462,0.0001176976,0.00006950663,0.0002610252,0.0001174512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509572,"about_ca_system_score_gemma":0.0001598702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004939613,"about_ca_topic_score_gemma":0.000005506151,"domain_scores_codex":[0.9981725,0.0001010344,0.0004592533,0.0003639264,0.000668211,0.000235136],"domain_scores_gemma":[0.9989668,0.00004595456,0.0002462185,0.0001596764,0.0002053343,0.0003760076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002344311,0.03373129,0.819857,0.00298308,0.0005732619,0.0000175199,0.00392339,0.001021502,0.01121663,0.02325814,0.02610621,0.07496769],"study_design_scores_gemma":[0.001346128,0.00750716,0.9807872,0.0005586723,0.000008479271,0.000009418868,0.00001320326,0.00235618,0.005951947,0.0003948639,0.0009461495,0.0001205872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409941,0.00002728873,0.001239634,0.05581891,0.0002766625,0.0008588422,0.00008021272,0.00008573243,0.0006186552],"genre_scores_gemma":[0.9922326,0.00001820471,0.0009285196,0.006070891,0.0005172405,0.00001758183,0.0001430514,0.00002334093,0.00004861203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609302,"threshold_uncertainty_score":0.5456749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692460496860373,"score_gpt":0.3422349710518962,"score_spread":0.3053103660832925,"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."}}