{"id":"W4411730550","doi":"10.1016/j.puhip.2025.100637","title":"Inequalities in childhood overweight and obesity: A call to strengthen upstream policy measures","year":2025,"lang":"en","type":"letter","venue":"Public Health in Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"UNICEF; World Health Organization","keywords":"Overweight; Upstream (networking); Childhood obesity; Inequality; Obesity; Environmental health; Psychology; Political science; Medicine; Computer science; Mathematics; Telecommunications; Endocrinology","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":[0.05159542,0.001224577,0.003273297,0.002716605,0.004702653,0.01366404,0.004412936,0.01848667,0.007569235],"category_scores_gemma":[0.07679282,0.0008892916,0.004065712,0.00239067,0.01581893,0.02478782,0.01468761,0.03792494,0.0009902688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01432042,"about_ca_system_score_gemma":0.05109137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0224673,"about_ca_topic_score_gemma":0.02872375,"domain_scores_codex":[0.9629357,0.02247271,0.002682471,0.002638392,0.006060702,0.003209955],"domain_scores_gemma":[0.8938175,0.0807237,0.005157718,0.003635132,0.01100867,0.005657295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000254956,0.0005027853,0.004524844,0.01089191,0.0005983018,0.0006360835,0.01241261,0.001852508,0.0006844101,0.5158234,0.2421017,0.2097166],"study_design_scores_gemma":[0.0001881629,0.0001605423,0.01108829,0.04681683,0.0005202464,0.0002616002,0.01312825,0.0009963172,0.0005486169,0.3376122,0.5884771,0.0002019402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001202079,0.06066404,0.00223378,0.9234319,0.007131857,0.00004566382,0.00008175474,0.00004569767,0.005163162],"genre_scores_gemma":[0.09083983,0.1244286,0.01561806,0.7381836,0.02674417,0.000670223,0.0002359166,0.0001378369,0.003141672],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05159542,"threshold_uncertainty_score":0.2728659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0531128939575583,"score_gpt":0.3476028167908271,"score_spread":0.2944899228332687,"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."}}