{"id":"W4404599554","doi":"10.1093/heapro/daae183","title":"Acting on the Commercial Determinants of Health","year":2024,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UK Prevention Research Partnership; National Health and Medical Research Council; Australian Research Council; Economic and Social Research Council; Engineering and Physical Sciences Research Council; Minderoo Foundation; Medical Research Future Fund; NSW Health; Medical Research Council; David and Elaine Potter Foundation; NSW Ministry of Health; Public Health Agency; Deakin University; Ian Potter Foundation; VicHealth; Cancer Institute NSW; Department of Social Services, Australian Government; Heart Foundation; Department of Health and Aged Care, Australian Government; National Institute for Health and Care Research; World Health Organization; Wellcome Trust; Cancer Research UK; International Development Research Centre; Victorian Responsible Gambling Foundation; UK Research and Innovation; Health and Care Research Wales; Natural Environment Research Council; Healthway; British Heart Foundation","keywords":"Environmental health; Medicine; Psychology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.009534902,0.0006224111,0.0005347642,0.001702688,0.005814304,0.01656657,0.001028034,0.008157059,0.02261504],"category_scores_gemma":[0.03067737,0.0003579852,0.0005319613,0.001665972,0.018889,0.01251994,0.008592929,0.01407195,0.003676316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006172732,"about_ca_system_score_gemma":0.009152695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.030714,"about_ca_topic_score_gemma":0.03221847,"domain_scores_codex":[0.987963,0.005947179,0.0002063556,0.001099404,0.003081061,0.00170294],"domain_scores_gemma":[0.9700333,0.01784419,0.002371433,0.00179956,0.004470998,0.003480446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003873692,0.00005162162,0.009005565,0.0002114884,0.0000594406,0.0001574547,0.01421219,0.00006968862,0.000321769,0.3878572,0.5227658,0.06524913],"study_design_scores_gemma":[0.00001489396,0.0000311425,0.007804436,0.0008271074,0.0000278865,0.0001172501,0.008040665,0.0002072419,0.0003567144,0.05940676,0.9231277,0.00003819845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007218484,0.02268752,0.001211224,0.8377706,0.007663785,0.0000179283,0.0001887711,0.00005324644,0.1231884],"genre_scores_gemma":[0.3672976,0.0318916,0.001417979,0.498941,0.0168756,0.00009507215,0.0002944354,0.0002393667,0.08294728],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.030714,"threshold_uncertainty_score":0.07565486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389530404247871,"score_gpt":0.4171489093167527,"score_spread":0.2781958688919656,"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."}}