{"id":"W2560911015","doi":"10.1093/nutrit/nuw038","title":"Diabetes and obesity prevention: changing the food environment in low-income settings","year":2017,"lang":"en","type":"review","venue":"Nutrition Reviews","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Alberta","keywords":"Psychological intervention; Obesity; Environmental health; Psychosocial; Gerontology; Medicine; Intervention (counseling); Public health; Disease; Chronic disease; Family medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001280594,0.0004589008,0.002725366,0.0001765015,0.0002135825,0.00006820699,0.0002568291,0.0002352071,0.0000677333],"category_scores_gemma":[0.0001389003,0.0003018047,0.0007089115,0.0001837354,0.0001324087,0.000151714,0.0002760098,0.0006760359,0.0002230626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960103,"about_ca_system_score_gemma":0.00003289102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.637458e-7,"about_ca_topic_score_gemma":0.00000372421,"domain_scores_codex":[0.9974824,0.0005346023,0.0007532327,0.0005589584,0.0002832993,0.0003874635],"domain_scores_gemma":[0.9980842,0.0001450746,0.0007593036,0.0008678744,0.00001918521,0.0001243132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001620242,0.003198577,0.001031358,0.1863922,0.00008923194,0.000008462117,0.00003052073,7.97171e-9,5.739948e-7,0.0001079877,0.0005280343,0.8086114],"study_design_scores_gemma":[0.0003865562,0.0001759903,0.001515888,0.1224067,0.0007168544,0.0000145527,0.000004735049,0.000002318641,0.000002787979,0.0004898584,0.8740438,0.0002400005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001170171,0.9928526,0.000002944687,0.0004768108,0.00009057534,0.005138196,0.0000292297,0.00002588508,0.0002135694],"genre_scores_gemma":[0.0004446525,0.9968626,0.0001217595,0.0001120253,0.0005797736,0.001308791,0.0001203555,0.00004193981,0.0004081121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8735158,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0666964449447541,"score_gpt":0.3312120268573154,"score_spread":0.2645155819125613,"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."}}