{"id":"W2793997825","doi":"10.1016/j.pmedr.2018.03.008","title":"Impact of new rapid transit on physical activity: A meta-analysis","year":2018,"lang":"en","type":"review","venue":"Preventive Medicine Reports","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Michael Smith Health Research BC","keywords":"Physical activity; Transit (satellite); Medicine; Transport engineering; Physical medicine and rehabilitation; Engineering; Public transport","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":[0.0137318,0.002441269,0.01287271,0.004129483,0.0006584787,0.003293272,0.001446561,0.00178659,0.004393465],"category_scores_gemma":[0.03063644,0.001064229,0.04581258,0.004425219,0.0005774706,0.001508406,0.001310934,0.002028415,0.0004798444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002188904,"about_ca_system_score_gemma":0.002755592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006764389,"about_ca_topic_score_gemma":0.01693634,"domain_scores_codex":[0.9926205,0.002510536,0.002955039,0.000824264,0.0008599622,0.0002296564],"domain_scores_gemma":[0.9857349,0.01120941,0.001281058,0.0005694588,0.00106766,0.0001375062],"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":[0.001729225,0.00003399176,0.003544699,0.2984109,0.66704,0.0001919867,0.00008777393,0.0005483258,0.0003472742,0.0001891972,0.0009761429,0.02690049],"study_design_scores_gemma":[0.0003930823,0.0001658514,0.003005202,0.01655472,0.9758631,0.00009717673,0.00003432867,0.0001132352,0.0001408402,0.0002026846,0.003413971,0.00001571112],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004517957,0.9904327,0.001689061,0.0002820035,0.0002511173,0.0006368617,0.001205909,0.00005869182,0.000925556],"genre_scores_gemma":[0.2372064,0.7500334,0.004953325,0.001664873,0.0003950052,0.002435195,0.002068722,0.00009837926,0.001144691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0137318,"threshold_uncertainty_score":0.07262152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2301499085475571,"score_gpt":0.4866491227776132,"score_spread":0.2564992142300561,"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."}}