{"id":"W2915012811","doi":"10.1093/aje/kwz012","title":"Associations of Public Transportation Use With Cardiometabolic Health: A Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"American Journal of Epidemiology","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Public health; Meta-analysis; Environmental health; Medicine; Body mass index; Gerontology; Public transport; Population; Confidence interval; Cohort study; Demography; Transport engineering; Engineering; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01264291,0.002691504,0.01515911,0.008279875,0.0007754867,0.003151177,0.002121593,0.002204268,0.003354057],"category_scores_gemma":[0.02932065,0.001785489,0.03937633,0.01070181,0.000659093,0.001742482,0.001714118,0.001698759,0.0003029601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002503535,"about_ca_system_score_gemma":0.004785337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009478629,"about_ca_topic_score_gemma":0.01848301,"domain_scores_codex":[0.9923853,0.002923609,0.002600297,0.0008687833,0.0009161713,0.0003059333],"domain_scores_gemma":[0.9829518,0.01157394,0.00292266,0.0005919189,0.001689925,0.0002698397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001342618,0.00004837659,0.007568307,0.3372624,0.6404429,0.000154508,0.00009170385,0.0005124458,0.0002020125,0.000109001,0.0006272358,0.01163852],"study_design_scores_gemma":[0.0002946706,0.0001439508,0.004992635,0.02062714,0.9721853,0.00009574013,0.00004236927,0.000176177,0.00009096951,0.000133977,0.001195068,0.00002196555],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005790914,0.9921865,0.0006383858,0.0002111799,0.0001334275,0.0002930869,0.0005370982,0.00002583814,0.0001835324],"genre_scores_gemma":[0.1512221,0.8422395,0.002660996,0.0007218448,0.0002680205,0.001552096,0.0009710795,0.00003352137,0.0003308738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01515911,"threshold_uncertainty_score":0.06686288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.351147203994931,"score_gpt":0.4694160855545409,"score_spread":0.1182688815596099,"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."}}