{"id":"W4386788753","doi":"10.1016/j.envint.2023.108184","title":"Does the built environment influence location- and trip-based sedentary behaviors? Evidence from a GPS-based activity space approach of neighborhood effects on older adults","year":2023,"lang":"en","type":"article","venue":"Environment International","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Residence; Geography; Global Positioning System; Built environment; Sedentary behavior; Demographics; Demography; Physical activity; Environmental health; Medicine; Physical therapy; Engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001330206,0.0003048166,0.0003899531,0.0009095987,0.0002841823,0.0009210171,0.0005644514,0.0005276629,0.002123639],"category_scores_gemma":[0.007048917,0.0002597601,0.0009745316,0.001337532,0.0005596213,0.0006022761,0.00111908,0.0003198744,0.0002279061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759776,"about_ca_system_score_gemma":0.0003026757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368572,"about_ca_topic_score_gemma":0.02140635,"domain_scores_codex":[0.9985939,0.0006576561,0.0001331643,0.0002994866,0.0002104813,0.0001052556],"domain_scores_gemma":[0.9944211,0.002048945,0.002085957,0.0005680759,0.0005877817,0.0002882808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001685608,0.0000444757,0.9899828,0.0001263388,0.0005493204,0.00005349976,0.0003454277,0.000114893,0.000105273,0.00007841465,0.0001087905,0.008322246],"study_design_scores_gemma":[0.000002896802,0.00007693799,0.9992342,0.00004411684,0.0001307135,0.00003050044,0.0001834556,0.00006934765,0.00001784448,0.00004389974,0.0001637532,0.000002374653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906139,0.006270764,0.0004825792,0.0003177155,0.00002539259,0.00001134166,0.0006526943,0.000008497522,0.00161698],"genre_scores_gemma":[0.9984072,0.001057606,0.0001401971,0.00003723662,0.00002227407,0.000005769964,0.0002127261,0.000002357326,0.0001147925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01368572,"threshold_uncertainty_score":0.02721208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124061161240613,"score_gpt":0.2659891526187472,"score_spread":0.2535830364946859,"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."}}