{"id":"W2981879864","doi":"10.1016/j.ypmed.2019.105874","title":"Associations of built environment and proximity of food outlets with weight status: Analysis from 14 cities in 10 countries","year":2019,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Fonds Wetenschappelijk Onderzoek; Centers for Disease Control and Prevention; Vlaamse regering; Health Research Council of New Zealand; TrygFonden; National Institutes of Health; Washington University in St. Louis; Medical Research Council; Centers for Disease Control and Prevention Foundation; Fogarty International Center; National Heart, Lung, and Blood Institute; Coca-Cola Foundation","keywords":"Medicine; Environmental health; Socioeconomics; Environmental protection; Geography","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":[0.001926352,0.0006843004,0.0008327902,0.002181741,0.0005645353,0.001470278,0.0005792883,0.0005065664,0.0008517068],"category_scores_gemma":[0.002552631,0.0008118822,0.002013164,0.004593743,0.0005216363,0.0004928039,0.001967741,0.0005808726,0.000208583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005402999,"about_ca_system_score_gemma":0.0005676318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02492511,"about_ca_topic_score_gemma":0.03378352,"domain_scores_codex":[0.9985155,0.0005220647,0.000214267,0.0003551514,0.0002052922,0.0001876642],"domain_scores_gemma":[0.9977058,0.0004506987,0.0008426001,0.0003671234,0.0003654948,0.0002684652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006912457,0.00001583955,0.9982822,0.00002696926,0.0003267947,0.00004395426,0.0001033515,0.0001225256,0.00008249036,0.00001049151,0.00008734941,0.0008290129],"study_design_scores_gemma":[0.000008328525,0.00003886883,0.999134,0.00001499316,0.0001343984,0.00006549349,0.0003152599,0.00009448888,0.00003207879,0.000005157793,0.0001522734,0.000004712178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982789,0.0002217181,0.0001706742,0.00001665112,0.000003868112,0.00001637716,0.001113898,0.000004523924,0.0001734182],"genre_scores_gemma":[0.9965762,0.0002941487,0.0002933022,0.00002393836,0.000005302159,0.00005417845,0.002642184,0.000007110456,0.0001035907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02492511,"threshold_uncertainty_score":0.04956007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302561731937829,"score_gpt":0.2513023516067256,"score_spread":0.2382767342873474,"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."}}