{"id":"W4283207095","doi":"10.1186/s12889-022-13611-0","title":"Cross-sectional and longitudinal associations between the built environment and walking: effect modification by socioeconomic status","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Cancer Foundation; University of Calgary","funders":"Health Canada; Centers for Disease Control and Prevention; Cumming School of Medicine, University of Calgary; Killam Trusts; Canadian Institutes of Health Research; Alberta Cancer Foundation; Partenariat Canadien Contre Le Cancer; Alberta Health Services","keywords":"Biostatistics; Socioeconomic status; Medicine; Effect modification; Cross-sectional study; Environmental health; Public health; Epidemiology; Gerontology; Built environment; Population; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002920264,0.0002995184,0.0002949608,0.0006911597,0.0004111918,0.0005994353,0.0005832833,0.0004007081,0.001229738],"category_scores_gemma":[0.005308181,0.0003186973,0.0008991816,0.0009520697,0.0004175676,0.0004549925,0.0007742418,0.0005070432,0.0001256026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004528635,"about_ca_system_score_gemma":0.0008345788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04248675,"about_ca_topic_score_gemma":0.05974695,"domain_scores_codex":[0.998834,0.0004012709,0.0001001873,0.0003348881,0.0001726602,0.0001571241],"domain_scores_gemma":[0.9965286,0.000817385,0.001116085,0.0005914354,0.0006523023,0.0002942502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006289624,0.00002412588,0.9978153,0.000009408295,0.0002651071,0.00001699865,0.0001113662,0.00005471936,0.0001357826,0.00003876408,0.00006056679,0.001405087],"study_design_scores_gemma":[0.000001695279,0.0000230199,0.9996177,0.000005131831,0.00005114889,0.00001680711,0.00004458581,0.0001030271,0.00003315516,0.00002614895,0.00007596817,0.000001532778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974704,0.0006118097,0.0006891056,0.00009265208,0.00001378135,0.00001280231,0.0006934633,0.00001277958,0.0004032252],"genre_scores_gemma":[0.9983695,0.0001616816,0.0005066686,0.00003508104,0.000006600842,0.00001805621,0.0007208397,0.00000424861,0.0001772958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04248675,"threshold_uncertainty_score":0.08447891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07008018695282803,"score_gpt":0.3592693483363577,"score_spread":0.2891891613835296,"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."}}