{"id":"W4205164122","doi":"10.26911/thejhpb.2021.06.03.01","title":"Meta-Analysis: The Effect of Screen Time and Fast-Food Intake on Obesity in Children and Adolescents","year":2021,"lang":"en","type":"article","venue":"Journal of Health Promotion and Behavior","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obesity; Screen time; Childhood obesity; Food intake; Psychology; Medicine; Environmental health; Developmental psychology; Food science; Pediatrics; Endocrinology; Overweight; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01881223,0.003377835,0.01875222,0.006480777,0.0007417218,0.004689621,0.002200439,0.003052735,0.004584312],"category_scores_gemma":[0.04872905,0.001323572,0.05974237,0.007045271,0.000731729,0.002606634,0.001502477,0.003066138,0.0003560956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002818257,"about_ca_system_score_gemma":0.00409917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007715331,"about_ca_topic_score_gemma":0.01104569,"domain_scores_codex":[0.9856169,0.008202357,0.003232762,0.001245289,0.001309956,0.0003927304],"domain_scores_gemma":[0.9716771,0.0226903,0.003032674,0.0008162735,0.001543312,0.0002403387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002311901,0.00003271729,0.003407343,0.2071599,0.7789088,0.0001323743,0.00006177307,0.0004604908,0.0001523575,0.0001381873,0.000595604,0.00663853],"study_design_scores_gemma":[0.0006828841,0.0001684591,0.002645652,0.01317604,0.9817313,0.00007440108,0.00002508898,0.0001852854,0.00009819427,0.000172896,0.001024913,0.00001502023],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006095214,0.990389,0.0009663515,0.000357351,0.0004243041,0.0005012357,0.0007172571,0.00006309792,0.0004861874],"genre_scores_gemma":[0.2479178,0.7379016,0.005720801,0.001824616,0.000717401,0.003231875,0.001548215,0.0000862227,0.001051357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01881223,"threshold_uncertainty_score":0.09948975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250566797796065,"score_gpt":0.3326092518452289,"score_spread":0.2901035838672683,"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."}}