{"id":"W2141410457","doi":"10.1038/oby.2009.119","title":"Are Obesity and Physical Activity Clustered? A Spatial Analysis Linked to Residential Density","year":2009,"lang":"en","type":"article","venue":"Obesity","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Simon Fraser University","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Cluster analysis; Obesity; Spatial analysis; Sample (material); Geography; Built environment; Physical activity; Statistics; Medicine; Mathematics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005508009,0.0001798312,0.0004700587,0.0001156144,0.0008398977,0.0001550679,0.0002794508,0.0001520808,0.00008071959],"category_scores_gemma":[0.0001597817,0.0001804028,0.0002335388,0.0007880432,0.000189105,0.0003638752,0.00006898939,0.0002377654,0.00002309444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141434,"about_ca_system_score_gemma":0.00007434229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01657061,"about_ca_topic_score_gemma":0.1216012,"domain_scores_codex":[0.998082,0.0002600607,0.0001517223,0.0005885828,0.0005121491,0.0004055297],"domain_scores_gemma":[0.9989208,0.00007102563,0.0001557557,0.0003575883,0.0001305116,0.0003643223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015427,0.0006291607,0.9919218,0.000007441098,0.00005690506,0.00002026657,0.002513605,0.000005829386,0.0003124491,0.0000799462,0.0001274592,0.004223615],"study_design_scores_gemma":[0.0002015691,0.00004915683,0.9972653,0.000007150271,0.0003124988,1.001396e-7,0.0001408848,0.0001586649,0.0003849357,0.001153853,0.0001100844,0.0002157666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946494,0.0000102313,0.002716627,0.00126348,0.0001019329,0.0003116999,0.00001932038,0.0001220168,0.0008053177],"genre_scores_gemma":[0.9987949,0.000003652669,0.0001198221,0.0002150622,0.000484751,0.000002574509,0.000004871689,0.000004719228,0.0003696049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1050306,"threshold_uncertainty_score":0.9899781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981908522373095,"score_gpt":0.3057630590284462,"score_spread":0.2859439738047153,"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."}}