{"id":"W3099836736","doi":"10.1186/s12966-020-01055-x","title":"Workplace neighbourhood built environment and workers’ physically-active and sedentary behaviour: a systematic review of observational studies","year":2020,"lang":"en","type":"review","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Health and Medical Research Council; Japan Society for the Promotion of Science; Canadian Institutes of Health Research; Medical Research Council; State Government of Victoria","keywords":"Walkability; Neighbourhood (mathematics); Observational study; Recreation; Built environment; CINAHL; PsycINFO; Cochrane Library; Level design; Psychology; Applied psychology; Environmental health; Gerontology; Medicine; MEDLINE; Psychological intervention; Meta-analysis; Engineering; Nursing; Computer science; Political science","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":[0.01723754,0.001251358,0.005536131,0.0117442,0.0008084953,0.00271478,0.00195461,0.001565169,0.002646437],"category_scores_gemma":[0.08657101,0.001387608,0.006535592,0.01662438,0.001152636,0.002429664,0.0021001,0.001179494,0.0002749395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00310504,"about_ca_system_score_gemma":0.01524604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570459,"about_ca_topic_score_gemma":0.03805349,"domain_scores_codex":[0.9826271,0.005203899,0.008070044,0.001317231,0.002439003,0.0003427471],"domain_scores_gemma":[0.8924209,0.07552667,0.02112184,0.00225295,0.008018929,0.0006587034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002156721,0.00003586081,0.00579157,0.95294,0.007948606,0.0001586736,0.0008531062,0.00009005232,0.0001196505,0.000146417,0.001138547,0.03056184],"study_design_scores_gemma":[0.0001498045,0.0002271057,0.02613195,0.9175324,0.04237465,0.0005231699,0.00119491,0.00006911928,0.0001452037,0.0002144292,0.01138839,0.000048933],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004406928,0.9933193,0.0003100715,0.0001895196,0.0001031992,0.0003505785,0.001061242,0.000008258801,0.0002509726],"genre_scores_gemma":[0.04719321,0.948195,0.001460546,0.0004839427,0.0000929137,0.001329734,0.001110007,0.00001014213,0.0001245461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01723754,"threshold_uncertainty_score":0.09116191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1307929889285639,"score_gpt":0.429504220252984,"score_spread":0.2987112313244201,"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."}}