{"id":"W2808668963","doi":"10.1007/s11524-018-0262-6","title":"Talking the Walk: Perceptions of Neighborhood Characteristics from Users of Open Streets Programs in Latin America and the USA","year":2018,"lang":"en","type":"article","venue":"Journal of Urban Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"National Institute of Biomedical Imaging and Bioengineering; U.S. Public Health Service; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Robert Wood Johnson Foundation","keywords":"Recreation; Built environment; Latin Americans; Gerontology; Population; Geography; Perception; Psychology; Socioeconomics; Environmental health; Sociology; Medicine; Political science; Engineering","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":[0.001376821,0.0000664893,0.000347646,0.00003888173,0.0002623941,0.00006581088,0.0005214264,0.00003613956,0.0001144028],"category_scores_gemma":[0.0001186585,0.00003671628,0.00006501363,0.0002784769,0.0009684086,0.0002451967,0.0000424934,0.0002148468,4.854264e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005326916,"about_ca_system_score_gemma":0.00048051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02416329,"about_ca_topic_score_gemma":0.02220717,"domain_scores_codex":[0.9984303,0.0003420307,0.000663931,0.00009049098,0.0002955388,0.0001777309],"domain_scores_gemma":[0.9984134,0.0002166379,0.0009793728,0.0001460736,0.0001571288,0.0000873928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009248839,0.00009712921,0.9497198,0.00001033108,0.00001427033,5.415929e-7,0.03425563,1.620166e-7,0.00001536965,0.0003518622,0.0001018879,0.01534052],"study_design_scores_gemma":[0.0005264902,0.0001775318,0.9888374,0.0001168742,0.00001798911,2.261309e-7,0.008438381,0.00003312329,0.00000253913,0.0007504469,0.001062141,0.00003686662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952395,0.0001813474,0.00006852668,0.003628032,0.0001400151,0.0003278651,0.0000198621,0.000001871456,0.0003929901],"genre_scores_gemma":[0.9988243,0.0002501685,0.0004237787,0.0001987391,0.000267087,0.00000193881,0.000002120242,0.000004507045,0.00002737766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03911758,"threshold_uncertainty_score":0.995635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591451174083673,"score_gpt":0.3545214054687061,"score_spread":0.2986068937278694,"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."}}