{"id":"W2945386046","doi":"10.1038/s41586-019-1171-x","title":"Rising rural body-mass index is the main driver of the global obesity epidemic in adults","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":745,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Université de Montréal; McGill University; Statistics Canada; Public Health Agency of Canada; Canadian Fitness and Lifestyle Research Institute; Dalhousie University; Kingston Health Sciences Centre; Hospital for Sick Children","funders":"Medical Research Council; National Institute of Diabetes and Digestive and Kidney Diseases; Fogarty International Center; Versus Arthritis; Wellcome Trust; British Heart Foundation; Academy of Medical Sciences; National Institute for Health and Care Research; Lundbeckfonden; Cancer Research UK","keywords":"Urbanization; Body mass index; Residence; Obesity; Rural area; Demography; Geography; Population; Malnutrition; Socioeconomics; Index (typography); Medicine; Environmental health; Economic growth; Economics","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002644278,0.0001595842,0.0003357943,0.00002434732,0.00004596042,0.00000811859,0.0003248373,0.0006645064,0.00006249205],"category_scores_gemma":[0.0002121948,0.0000868545,0.000182897,0.0004391204,0.0001061516,0.00009820926,0.0001788063,0.002442383,0.00004272137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200427,"about_ca_system_score_gemma":0.00006984141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002971054,"about_ca_topic_score_gemma":0.0001590152,"domain_scores_codex":[0.9986914,0.0001433874,0.0001835175,0.0002263635,0.0004823585,0.0002729551],"domain_scores_gemma":[0.9990119,0.0001705252,0.0001248326,0.0005584097,0.00007741772,0.00005688323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009448365,0.0005059628,0.9949194,0.00007829659,0.00003349892,0.000004261217,0.0001300155,0.000007957582,0.0008817189,0.00122251,0.001883163,0.000238734],"study_design_scores_gemma":[0.001034199,0.00005149003,0.9888953,0.0003340078,0.00004048994,0.000006845444,0.0001294827,0.0006862963,0.00169121,0.006692058,0.0003470531,0.00009158643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917784,0.0002559729,0.000001829051,0.004565896,0.0003396161,0.0005140692,0.00004024077,0.00001892475,0.002484997],"genre_scores_gemma":[0.9971254,0.000009728791,0.00002795716,0.002438143,0.0001716485,0.000002337797,0.000003967205,0.00001118069,0.0002096792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006024116,"threshold_uncertainty_score":0.999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00407334205270996,"score_gpt":0.2558569934610461,"score_spread":0.2517836514083361,"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."}}