{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002588757,0.0007433486,0.0009267427,0.002493611,0.001360727,0.002682667,0.001074564,0.000847714,0.002392147],"category_scores_gemma":[0.007064347,0.0007996034,0.002708687,0.004503274,0.002006437,0.0007098192,0.003458368,0.0008284919,0.0002672287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006344438,"about_ca_system_score_gemma":0.0009402703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03048751,"about_ca_topic_score_gemma":0.05372681,"domain_scores_codex":[0.9971206,0.001192712,0.0002701497,0.0005426146,0.000589983,0.0002839278],"domain_scores_gemma":[0.9903259,0.0025251,0.004175927,0.001135328,0.0009759759,0.0008618092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005846628,0.0001158314,0.9891276,0.0003254496,0.001541456,0.0003425648,0.0009028905,0.0001988407,0.0002218273,0.0001377967,0.0003029707,0.006198275],"study_design_scores_gemma":[0.00004108706,0.00008227344,0.9978033,0.0001156014,0.000549291,0.0001301474,0.0006040311,0.00007101869,0.00004751365,0.00004723791,0.0004931478,0.00001540159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921326,0.005549083,0.0001927493,0.0003141881,0.00003081889,0.00001814398,0.00047163,0.000009729358,0.001281097],"genre_scores_gemma":[0.9962564,0.002834075,0.0001817,0.0001349249,0.00002909383,0.00001594601,0.0003625273,0.000008140605,0.0001773003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03048751,"threshold_uncertainty_score":0.06062013,"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."}}