{"id":"W2990336488","doi":"10.1002/oby.22614","title":"The Local Food Environment and Obesity: Evidence from Three Cities","year":2019,"lang":"en","type":"article","venue":"Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; Population Health Research Institute; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Simon Fraser University","funders":"Ontario Ministry of Health and Long-Term Care; King Pharmaceuticals; Boehringer Ingelheim; Heart and Stroke Foundation of Canada; Bundesministerium für Bildung und Forschung; GlaxoSmithKline; Canadian Institutes of Health Research; Novartis; Pfizer","keywords":"Obesity; Waist; Abdominal obesity; Medicine; Environmental health; Demography; Body mass index; Association (psychology); Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000227671,0.0002066649,0.0003499208,0.00002062669,0.0002046912,0.00005296926,0.0001843738,0.00009953861,0.0001943866],"category_scores_gemma":[0.000058918,0.0001456629,0.00009878288,0.0000601767,0.0003351785,0.0001978926,0.0003756498,0.0003259811,0.0005975925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236616,"about_ca_system_score_gemma":0.00003761637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002982311,"about_ca_topic_score_gemma":0.0003447581,"domain_scores_codex":[0.9985404,0.00007299608,0.0001634482,0.0004274482,0.0004786888,0.0003170241],"domain_scores_gemma":[0.9984664,0.0006056817,0.00007071165,0.0006574513,0.00002767936,0.0001720443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004832549,0.0005257379,0.9953619,0.00004819333,0.00007232567,0.000007077447,0.0000973495,0.000003177811,0.0007335959,0.0008075308,0.0001788254,0.002115954],"study_design_scores_gemma":[0.0004649453,0.0005264648,0.9860377,0.0001223959,0.0001004007,0.000005105582,0.0001156069,0.0004099969,0.003601247,0.007461536,0.0009890435,0.0001656096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961066,0.001204315,0.0003154413,0.0008779418,0.0001483362,0.0004713203,0.00001653575,0.00005739061,0.0008021707],"genre_scores_gemma":[0.9985109,0.00029173,0.0001329611,0.0001824719,0.0001946335,0.00001206329,0.0000054676,0.00001923093,0.0006505245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009324259,"threshold_uncertainty_score":0.7681043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217960197761504,"score_gpt":0.229589966886668,"score_spread":0.2077939471105176,"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."}}