{"id":"W2143426262","doi":"10.1093/ije/dyn258","title":"Environmental and societal influences acting on cardiovascular risk factors and disease at a population level: a review","year":2009,"lang":"en","type":"review","venue":"International Journal of Epidemiology","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"National Institute for Health and Care Research","keywords":"Disease; Medicine; Population; Environmental health; Demography; Incidence (geometry); Myocardial infarction; Risk factor; Blood pressure; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001503354,0.0003388171,0.002590945,0.0001537977,0.00006267332,0.000008550038,0.0001643301,0.0001748842,0.00003088517],"category_scores_gemma":[0.004549293,0.0002234322,0.001354117,0.00003895496,0.0001442541,0.0001627519,0.0001346135,0.000728967,0.000007444271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004133795,"about_ca_system_score_gemma":0.00006738343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005315899,"about_ca_topic_score_gemma":0.000001652028,"domain_scores_codex":[0.9970244,0.0009549829,0.001030058,0.0003497599,0.0004475168,0.0001932602],"domain_scores_gemma":[0.9959048,0.001947916,0.001567664,0.0001747072,0.0000555371,0.0003493661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004610149,0.0004426319,0.1842059,0.002874274,0.002871143,0.0001197053,0.00001643539,0.000006969875,3.577199e-7,0.00009951447,0.0002547586,0.8090622],"study_design_scores_gemma":[0.0004340668,0.0003362179,0.6648603,0.0206463,0.004974196,0.0006209804,0.000004843184,0.000009045724,2.064742e-7,0.001076598,0.3067978,0.000239449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07470294,0.9242035,0.000008849978,0.0004423991,0.0002200174,0.0002832206,0.000114629,0.000006121596,0.00001832819],"genre_scores_gemma":[0.0799038,0.9187623,0.000144285,0.0005225252,0.0005370392,0.000003972834,0.00009650869,0.0000189305,0.00001062426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8088227,"threshold_uncertainty_score":0.91113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108728867021361,"score_gpt":0.4008169102094827,"score_spread":0.2899440235073466,"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."}}