{"id":"W2150813671","doi":"10.1016/j.amepre.2012.02.008","title":"Obesogenic Neighborhood Environments, Child and Parent Obesity","year":2012,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"National Center for Research Resources; National Institute of Environmental Health Sciences","keywords":"Overweight; Obesity; Demographics; Childhood obesity; Odds; Demography; Medicine; Metropolitan area; Environmental health; Odds ratio; Gerontology; Logistic regression; Endocrinology","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":[0.0006361928,0.0002543229,0.000928003,0.0001533565,0.00007855907,0.000004999833,0.0001332143,0.00003651012,0.0002487527],"category_scores_gemma":[0.0001990111,0.0001783072,0.0001801678,0.0002436993,0.0007818152,0.0003205166,0.0001087019,0.0005244867,0.00002176652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358665,"about_ca_system_score_gemma":0.00003364589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002805029,"about_ca_topic_score_gemma":0.000001275105,"domain_scores_codex":[0.9980141,0.0002226819,0.0005067148,0.0001972862,0.0006471262,0.0004120769],"domain_scores_gemma":[0.9981614,0.0001497392,0.0006831569,0.0002470319,0.00006759835,0.0006910583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001590875,0.006717139,0.9561881,0.00005080567,0.0005862025,0.00003524777,0.001000248,5.115637e-7,0.002285427,0.000511854,0.0004193177,0.03204609],"study_design_scores_gemma":[0.001956982,0.003644122,0.9861279,0.0003985893,0.0008246354,0.0006114593,0.001170627,0.000006372395,0.001001184,0.0004476253,0.003651376,0.0001591045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915247,0.003129708,0.0008666317,0.002013553,0.0002713964,0.0002336612,0.000003986123,0.00001032377,0.001946058],"genre_scores_gemma":[0.996682,0.000743192,0.0002900916,0.0006084172,0.001452619,0.000003356623,0.000004586227,0.00002762815,0.0001880708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03188699,"threshold_uncertainty_score":0.7271158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081227586791585,"score_gpt":0.2668063719446466,"score_spread":0.2559940960767308,"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."}}