{"id":"W2106712260","doi":"10.1155/2011/161574","title":"A Direct Assessment of “Obesogenic”Built Environments: Challenges and Recommendations","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental and Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; McMaster University; Université Laval; Hamilton Health Sciences; Simon Fraser University","funders":"Medical Research Council; Canadian Institutes of Health Research; National Heart Foundation of Australia; Heart and Stroke Foundation of Canada; Pfizer","keywords":"Audit; Usability; Environmental resource management; Global Positioning System; Business; Process management; Computer science; Accounting; Environmental science","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":[0.0006120265,0.0001275354,0.0004364336,0.0001051821,0.00006512674,0.00000630722,0.00006209664,0.00004956263,0.0002543947],"category_scores_gemma":[0.00001664076,0.0001014978,0.00007765883,0.00002489541,0.0001571938,0.000257154,0.0000956081,0.0002265053,0.000002218992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410827,"about_ca_system_score_gemma":0.00006758852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002448038,"about_ca_topic_score_gemma":0.000008054355,"domain_scores_codex":[0.9987526,0.0001479754,0.0004394125,0.0001567685,0.000283867,0.0002193727],"domain_scores_gemma":[0.9989101,0.00006779782,0.0004177463,0.0001408829,0.000006119826,0.0004573906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008490388,0.03394116,0.543699,0.0004340094,0.0006759195,0.00003045352,0.004714511,1.976141e-7,0.00627959,0.002066345,0.0004070256,0.4076669],"study_design_scores_gemma":[0.0009004715,0.002004069,0.9862976,0.00005409708,0.00004282222,0.0001258772,0.001023397,0.000008037911,0.0002005209,0.0002755471,0.008990572,0.00007696483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866605,0.003521493,0.00002943085,0.006757063,0.00006846325,0.0001743561,0.0000270279,0.000003949029,0.002757657],"genre_scores_gemma":[0.969116,0.0289622,0.001438627,0.0003281,0.00007345196,0.000002802962,0.000004925358,0.00001247612,0.00006146239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4425987,"threshold_uncertainty_score":0.4138959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.072122822715843,"score_gpt":0.317032656594265,"score_spread":0.2449098338784221,"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."}}