{"id":"W4406202553","doi":"10.1016/j.ajcnut.2024.12.009","title":"Efforts to reduce sugar-sweetened beverages and combat childhood obesity","year":2025,"lang":"en","type":"editorial","venue":"American Journal of Clinical Nutrition","topic":"Diet, Metabolism, and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"","keywords":"Childhood obesity; Sugar; Obesity; Food science; Environmental health; Business; Medicine; Overweight; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006147722,0.004672238,0.004362631,0.002954761,0.002411677,0.006084635,0.003228098,0.01461517,0.01238497],"category_scores_gemma":[0.01853234,0.001065473,0.002872979,0.001617975,0.001686914,0.003313008,0.001134372,0.0242037,0.008430869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025035,"about_ca_system_score_gemma":0.003098021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120283,"about_ca_topic_score_gemma":0.007156034,"domain_scores_codex":[0.997029,0.0005309043,0.0004385352,0.0003060858,0.001501256,0.0001941568],"domain_scores_gemma":[0.9850308,0.006179394,0.000881899,0.0002904153,0.005454802,0.002162651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008645542,0.0000416645,0.00005078464,0.0004887399,0.00004821358,0.00009076,0.00001059645,0.00002505575,0.00005800026,0.0003098971,0.987209,0.01158083],"study_design_scores_gemma":[0.0003276753,0.000108941,0.0008849386,0.001149426,0.0003261483,0.0002419989,0.0000916927,0.0002728576,0.0001658319,0.001135349,0.9952619,0.00003315561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003179552,0.008688588,0.00006214951,0.02563307,0.9640827,0.00001742043,0.00003978608,0.00003166734,0.001412866],"genre_scores_gemma":[0.0002785009,0.007936908,0.0000873969,0.01619779,0.9715813,0.0000197111,0.00002261666,0.0000138835,0.003861898],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01461517,"threshold_uncertainty_score":0.0414319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236039148553407,"score_gpt":0.3655220399315194,"score_spread":0.3531616484459853,"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."}}