{"id":"W2119686077","doi":"10.1093/aje/kwp458","title":"The Changing Distribution and Determinants of Obesity in the Neighborhoods of New York City, 2003–2007","year":2010,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obesity; Demography; Body mass index; Marital status; Ethnic group; Multilevel model; Gerontology; Medicine; Environmental health; Population; Sociology","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":[0.003982321,0.0001152598,0.000859114,0.00007374871,0.00005814642,0.000002573257,0.0002323634,0.0000634997,0.000009625618],"category_scores_gemma":[0.005706403,0.00006185504,0.0001146193,0.00045936,0.0009043001,0.00005328651,0.00007169475,0.0006317794,6.294093e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002384583,"about_ca_system_score_gemma":0.0001181392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006554814,"about_ca_topic_score_gemma":0.0001648575,"domain_scores_codex":[0.99812,0.0005994866,0.0006891102,0.0001203993,0.0001510176,0.0003200633],"domain_scores_gemma":[0.9953358,0.002921538,0.001189779,0.0002576966,0.0001666369,0.0001285082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107744,0.0004343169,0.9700513,0.00001309823,0.00003085164,0.000007637446,0.0002329486,0.00000163097,0.0003411014,0.001293298,0.0005418973,0.02694411],"study_design_scores_gemma":[0.0004023107,0.001159903,0.9921454,0.00005898581,0.00007229101,0.0002144204,0.0004662103,0.0001849063,0.00047909,0.004109092,0.0006550718,0.00005233361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969394,0.0002832125,0.0004190986,0.001944178,0.0002156877,0.0001139531,0.000007205473,0.000002111017,0.00007521416],"genre_scores_gemma":[0.9986168,0.0001741681,0.0005251449,0.0003425225,0.0003190182,9.677401e-7,0.000001676863,0.000006141153,0.00001357703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02689178,"threshold_uncertainty_score":0.6831509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343939327238532,"score_gpt":0.3371549417639463,"score_spread":0.303715548491561,"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."}}