{"id":"W2089777240","doi":"10.1002/oby.20082","title":"Behavioral risk factors for obesity during health transition in Vanuatu, South Pacific","year":2013,"lang":"en","type":"article","venue":"Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research","keywords":"Obesity; Waist; Medicine; Bioelectrical impedance analysis; Body mass index; Nutrition transition; Gerontology; Environmental health; Demography; Public health; Overweight; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002618269,0.0002994294,0.0006557233,0.0001507321,0.0002723994,0.00003853013,0.0001156456,0.0001683118,0.0001294481],"category_scores_gemma":[0.00005060177,0.0002803813,0.0002611552,0.0002517735,0.00008109889,0.0003595637,0.00004831205,0.0005103724,0.0001008809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919337,"about_ca_system_score_gemma":0.00008365484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003710894,"about_ca_topic_score_gemma":0.0004031768,"domain_scores_codex":[0.9979772,0.0001480869,0.0003570697,0.0005428401,0.0003367673,0.0006380494],"domain_scores_gemma":[0.9988571,0.00008258044,0.0001740286,0.0004155296,0.000105121,0.0003655746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004982483,0.007451792,0.9884902,0.000265986,0.00001991244,0.000004884471,0.002338147,0.000008614139,0.0007853622,0.00003532254,0.000132014,0.000417967],"study_design_scores_gemma":[0.001735495,0.0005097473,0.9913509,0.000065502,0.00007091033,0.000002831625,0.0009298767,0.0002277334,0.004009326,0.0008196933,0.00002460672,0.000253414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971536,0.000026363,0.0001804038,0.0003113584,0.0001304227,0.001771844,0.0001422985,0.0001563273,0.0001273617],"genre_scores_gemma":[0.9989872,0.00001629508,0.0003648417,0.00005343481,0.0001613801,0.0000783639,0.0001233647,0.00003980608,0.0001752998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006942045,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290605294511765,"score_gpt":0.2811246198115191,"score_spread":0.2582185668664015,"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."}}