{"id":"W4415784689","doi":"10.1002/9781118410868.wbehibs1014","title":"Transportation and Health","year":2025,"lang":"en","type":"other","venue":"The Wiley Blackwell Encyclopedia of Health, Illness, Behavior, and Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Public health; Population; Mental health; Public transport; Health care; Population health; Health benefits; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000603391,0.0003247072,0.0002583377,0.001903036,0.001264935,0.003938437,0.0004671521,0.00194589,0.1046012],"category_scores_gemma":[0.002278082,0.0001115143,0.0003644568,0.002923717,0.001563084,0.002025921,0.002629061,0.001153877,0.009245348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265919,"about_ca_system_score_gemma":0.002595901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0241516,"about_ca_topic_score_gemma":0.01743001,"domain_scores_codex":[0.9991423,0.0003479532,0.00004297966,0.00009923259,0.0001770203,0.000190503],"domain_scores_gemma":[0.9991191,0.0002425981,0.0001170372,0.00005819256,0.0001734842,0.0002894633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005452666,0.0001013107,0.01544567,0.001106407,0.00004315841,0.0001918548,0.00160891,0.0005992541,0.0001625763,0.2654887,0.393628,0.3215696],"study_design_scores_gemma":[0.000006638269,0.00004426811,0.0174119,0.001955382,0.00001413124,0.000247797,0.002481591,0.0001725842,0.00004877616,0.03720826,0.9403862,0.00002246563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01266066,0.1306013,0.001059965,0.1499622,0.006017622,0.00005556125,0.004468715,0.0001592761,0.6950147],"genre_scores_gemma":[0.4473113,0.2186071,0.001954677,0.02444153,0.006205607,0.0002029473,0.005502174,0.0001086164,0.295666],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1046012,"threshold_uncertainty_score":0.3499259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381758861875327,"score_gpt":0.2841551194730573,"score_spread":0.270337530854304,"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."}}