{"id":"W2116647894","doi":"10.1016/s0140-6736(11)60813-1","title":"The global obesity pandemic: shaped by global drivers and local environments","year":2011,"lang":"en","type":"letter","venue":"The Lancet","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":4889,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"National Center for Chronic Disease Prevention and Health Promotion","keywords":"Overconsumption; Obesity; Disadvantaged; Environmental health; Consumption (sociology); Public health; Malnutrition; Development economics; Food systems; Demographic economics; Medicine; Food security; Economics; Geography; Economic growth; Agriculture","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":[0.004115875,0.001087381,0.001522496,0.0006247423,0.004205436,0.004610618,0.001699855,0.04886877,0.008211549],"category_scores_gemma":[0.02065022,0.0008391244,0.001313456,0.0007778424,0.004676521,0.007379526,0.00291602,0.05076165,0.004638144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003680121,"about_ca_system_score_gemma":0.005552352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01155095,"about_ca_topic_score_gemma":0.02360051,"domain_scores_codex":[0.9968386,0.001127355,0.0002424759,0.0003835496,0.0008325866,0.0005755668],"domain_scores_gemma":[0.9905918,0.005440253,0.0006767806,0.0002805174,0.001178358,0.001832282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001210673,0.00005093976,0.001454914,0.0001392579,0.00003396551,0.0008062955,0.0003834989,0.00005906885,0.0001920335,0.002704435,0.9808509,0.01320361],"study_design_scores_gemma":[0.0002268902,0.0001130529,0.004691526,0.0008109709,0.00009588207,0.0009880967,0.003052776,0.0003182938,0.0002090336,0.01504736,0.9743233,0.0001227811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003041725,0.001747472,0.00003774653,0.9866855,0.01001092,0.000003748678,0.00003455139,0.000009300676,0.001166535],"genre_scores_gemma":[0.004014784,0.002332169,0.0001219567,0.9570278,0.03322254,0.00002336773,0.00002443071,0.00001656186,0.003216446],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04886877,"threshold_uncertainty_score":0.02747041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392649767879613,"score_gpt":0.2592672272826413,"score_spread":0.2353407296038452,"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."}}