{"id":"W3172117488","doi":"10.1186/s12937-021-00706-4","title":"Food marketing and gender among children and adolescents: a scoping review","year":2021,"lang":"en","type":"review","venue":"Nutrition Journal","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Food marketing; Medicine; Childhood obesity; Quality (philosophy); Overweight; Perception; Obesity; Marketing; Food choice; Environmental health; Psychology; Business","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007864581,0.0003532809,0.002025734,0.0001512951,0.0001703666,0.0001278271,0.00007676813,0.0001956628,0.00008110878],"category_scores_gemma":[0.0003659592,0.0002974201,0.0004216918,0.0002341896,0.00008060755,0.0001912075,0.0001295739,0.001254526,0.000004095607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009526564,"about_ca_system_score_gemma":0.0001657065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.757419e-7,"about_ca_topic_score_gemma":9.327089e-7,"domain_scores_codex":[0.9976418,0.0006274969,0.0006595945,0.0004001912,0.0003853263,0.0002855924],"domain_scores_gemma":[0.9986471,0.0001277048,0.0004982647,0.0001918478,0.0001650529,0.0003700222],"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":[0.000007385816,0.001531883,0.004126747,0.6010295,0.0003307074,0.00008751799,0.000006503575,2.045563e-9,1.997556e-7,0.000007540491,0.001163011,0.3917091],"study_design_scores_gemma":[0.0008917012,0.0001366693,0.019192,0.9630197,0.002307707,0.005872944,0.000005334412,3.240837e-7,3.067234e-7,0.00004248497,0.008265643,0.0002651719],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001211681,0.9969729,0.000008654539,0.00009212051,0.00008902168,0.001507751,0.00001978533,0.00002221715,0.000075933],"genre_scores_gemma":[0.0009336456,0.9973093,0.000227596,0.0001925705,0.00117703,0.00003533222,0.00006490758,0.00005190199,0.00000771352],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3914439,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04693983687872958,"score_gpt":0.3414650380277239,"score_spread":0.2945252011489943,"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."}}