{"id":"W582914186","doi":"10.1016/j.healthplace.2015.05.006","title":"Patterns of neighborhood environment attributes in relation to children's physical activity","year":2015,"lang":"en","type":"article","venue":"Health & Place","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"National Center for Advancing Translational Sciences; American Heart Association; National Center for Research Resources; National Institute of Environmental Health Sciences; NIH Clinical Center; National Institutes of Health","keywords":"Walkability; Recreation; Physical activity; Geography; Pedestrian; Built environment; Level design; Perception; Environmental health; Demography; Psychology; Medicine; Sociology; Computer science; Ecology; Multimedia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006035664,0.0002386887,0.0003987276,0.0009969017,0.0005551444,0.001060953,0.00053665,0.0005202331,0.003675459],"category_scores_gemma":[0.003086982,0.0003544365,0.0009965815,0.001942604,0.000491159,0.0005738807,0.001056888,0.001129153,0.0003213655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005045757,"about_ca_system_score_gemma":0.0005779496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03401303,"about_ca_topic_score_gemma":0.05696427,"domain_scores_codex":[0.9993949,0.0001127176,0.00007432085,0.0001560761,0.00008442492,0.0001775269],"domain_scores_gemma":[0.9970222,0.0008879913,0.001118117,0.000176475,0.0002597141,0.0005354948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009635261,0.00003502049,0.9982255,0.000009730332,0.00005053027,0.00004376355,0.000397661,0.00006991722,0.0001880131,0.00004841302,0.00005060646,0.0007844963],"study_design_scores_gemma":[8.101351e-7,0.0000325191,0.9990413,0.000003549337,0.00001074146,0.00004916465,0.0006767516,0.0000780898,0.00002680411,0.00001892237,0.000059184,0.000002199397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988366,0.0001387135,0.00004778737,0.00003771041,0.000003024757,0.000003021383,0.0004445424,0.000004321045,0.0004843593],"genre_scores_gemma":[0.9993825,0.00006483919,0.00005037416,0.000005353602,0.000002328524,0.000005262908,0.0002546233,0.000002787166,0.0002317795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03401303,"threshold_uncertainty_score":0.06763011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931212832071563,"score_gpt":0.3268325087168468,"score_spread":0.2875203803961311,"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."}}