{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001986907,0.0002467932,0.0005333259,0.002739075,0.0007831458,0.001406086,0.0007676844,0.0005504639,0.001219978],"category_scores_gemma":[0.01292669,0.0003599363,0.0008147454,0.004526328,0.001450553,0.0009156478,0.001402737,0.0005539168,0.0002022789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006708989,"about_ca_system_score_gemma":0.0006292645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03147896,"about_ca_topic_score_gemma":0.03015002,"domain_scores_codex":[0.997247,0.001419954,0.0001480792,0.0005827681,0.0003649761,0.0002371192],"domain_scores_gemma":[0.9898437,0.004810183,0.002928046,0.001171863,0.0008545025,0.0003916539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008576943,0.00002027508,0.9932157,0.00002206896,0.0002373483,0.00008231502,0.0006589175,0.000706766,0.0001929244,0.0004424044,0.00007220031,0.004263273],"study_design_scores_gemma":[0.000003680671,0.00004846895,0.9932892,0.00001705434,0.0001072611,0.0001807842,0.002059733,0.003187663,0.00006418681,0.0007732187,0.0002569358,0.00001189816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965698,0.0005426837,0.001521964,0.000169677,0.000005849728,0.00001232781,0.0001009999,0.00001107765,0.001065771],"genre_scores_gemma":[0.999345,0.00009109513,0.0003861162,0.00001145615,0.000006432469,0.000004802796,0.00006737535,0.000002861193,0.00008477431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03147896,"threshold_uncertainty_score":0.06259149,"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."}}