{"id":"W7163087821","doi":"","title":"Effects of Food Advertising on Youth&#8217;s Eating Behavior: A Systematic Review of Longitudinal Studies","year":2025,"lang":"en","type":"article","venue":"Scientific Electronic library online (Sciences Carlos III Health Institute)","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Consumption (sociology); Unhealthy food; Television advertising; Digital advertising; Food consumption; Longitudinal study; Systematic review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001588057,0.0003248109,0.00159546,0.0006636668,0.0006084894,0.00005210421,0.0005242035,0.00007372509,0.00000906986],"category_scores_gemma":[0.0005632506,0.0002463982,0.0002765773,0.002816636,0.001036938,0.0006872466,0.0002217542,0.0004227459,0.000001384983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002287595,"about_ca_system_score_gemma":0.004060059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004301134,"about_ca_topic_score_gemma":0.00008137889,"domain_scores_codex":[0.9955936,0.0002004918,0.001650086,0.00081642,0.0009164011,0.0008230128],"domain_scores_gemma":[0.9979716,0.0002780271,0.0007582816,0.0006131505,0.0002067858,0.0001721477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008642185,0.001018414,0.002833331,0.9740495,0.0005793796,0.00001278431,0.001268644,0.00002371539,0.000770861,0.01597732,0.0001679015,0.00321172],"study_design_scores_gemma":[0.002171177,0.004521444,0.001032942,0.9773676,0.003036667,0.00004921978,0.001048648,0.000455646,0.009218216,0.0004157049,0.0002274838,0.0004552828],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.413121,0.5811551,0.00008793452,0.001168811,0.00109432,0.002955521,0.00003836777,0.00009299625,0.0002859435],"genre_scores_gemma":[0.9792872,0.01802893,0.000849238,0.001233857,0.00004896607,0.00008374739,0.00006216257,0.0000176362,0.0003882836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5661662,"threshold_uncertainty_score":0.9999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04151141640230478,"score_gpt":0.3557011610361621,"score_spread":0.3141897446338573,"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."}}