{"id":"W2068496920","doi":"10.1038/ijo.2015.48","title":"Psychosocial factors and obesity in 17 high-, middle- and low-income countries: the Prospective Urban Rural Epidemiologic study","year":2015,"lang":"en","type":"article","venue":"International Journal of Obesity","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Providence Health Care; McMaster University; Population Health Research Institute","funders":"Fogarty International Center","keywords":"Medicine; Obesity; Abdominal obesity; Psychosocial; Body mass index; Demography; Anthropometry; Gerontology; Prospective cohort study; Confounding; Internal medicine; Psychiatry; Metabolic syndrome","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":[],"consensus_categories":[],"category_scores_codex":[0.00174055,0.0001409627,0.0004582819,0.000145133,0.00006462741,0.0000395916,0.0001743996,0.00007666808,0.00002573073],"category_scores_gemma":[0.001098017,0.00008073049,0.00008312967,0.00010009,0.0001269667,0.0002114106,0.00007765718,0.0003880515,0.000002079944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280762,"about_ca_system_score_gemma":0.0001285063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003159191,"about_ca_topic_score_gemma":0.00009395804,"domain_scores_codex":[0.99855,0.0002079143,0.0004887769,0.0001303136,0.0004795702,0.0001434035],"domain_scores_gemma":[0.9983237,0.0006840733,0.0003427428,0.00008760659,0.0004206876,0.0001412325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006146595,0.0003362318,0.9950501,0.00000636567,0.0001903315,0.000122077,0.002839471,0.000002688706,0.000002875004,0.0002754382,0.000510339,0.00004947646],"study_design_scores_gemma":[0.002804624,0.0003412645,0.9921226,0.00008102338,0.00006421527,0.0001478384,0.002164564,0.00001074646,0.00002149519,0.00205436,0.0001101025,0.00007716166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995672,0.0004169909,0.00002335474,0.002446322,0.001080128,0.0002541922,0.000008874721,0.000008401873,0.00008966996],"genre_scores_gemma":[0.9989254,0.0000814829,0.00004973721,0.0003103982,0.000534832,0.000002019404,0.000001468057,0.000005553213,0.00008906227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003253381,"threshold_uncertainty_score":0.3292094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065190407825271,"score_gpt":0.3078231463387863,"score_spread":0.2771712422605336,"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."}}