{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006612953,0.000064153,0.0001668403,0.00003260697,0.00007497619,0.000007687574,0.0001020613,0.00004401917,0.00002423941],"category_scores_gemma":[0.00004830006,0.00006319385,0.00002743506,0.0001364551,0.00002816867,0.0001692482,0.00001661232,0.0001131233,0.00001844077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902844,"about_ca_system_score_gemma":0.0002429396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00918365,"about_ca_topic_score_gemma":0.002672056,"domain_scores_codex":[0.998962,0.0001647095,0.000140663,0.0001876625,0.0003066022,0.0002382987],"domain_scores_gemma":[0.9994835,0.00006512133,0.00009177191,0.0001292132,0.00001392944,0.0002164399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003026781,0.0002509612,0.988247,0.000009899525,0.000001699608,3.165124e-7,0.007806332,0.00009421747,0.000006844243,0.0002693345,0.0001240408,0.003159063],"study_design_scores_gemma":[0.0002460694,0.00007225646,0.9983378,0.00001752387,0.000002050735,2.824658e-8,0.0003031007,0.000049033,0.00005888924,0.0002092782,0.0006449036,0.00005903785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934961,0.00003727495,0.0008960547,0.004826017,0.00005622415,0.0003730669,0.00003296483,0.00001842909,0.000263861],"genre_scores_gemma":[0.9996031,0.00001237849,0.00006792243,0.0001052381,0.0001022237,0.000008915364,0.00001197333,0.000004180305,0.00008410247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01009081,"threshold_uncertainty_score":0.9974143,"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."}}