{"id":"W1993847905","doi":"10.2165/00007256-200838090-00004","title":"Is Active Commuting the Answer to Population Health?","year":2008,"lang":"en","type":"review","venue":"Sports Medicine","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":267,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Cycling; Medicine; Population; Injury prevention; Occupational safety and health; Pedestrian; Poison control; Gerontology; Demography; Environmental health; Energy expenditure; Geography; Transport engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113689,0.0002492299,0.00115985,0.0001095247,0.0008564287,0.00001180587,0.0004303964,0.0001730301,0.0008445353],"category_scores_gemma":[0.0001098872,0.0001420362,0.0002006088,0.0007539151,0.0003010467,0.00009583205,0.00002273438,0.0004311125,0.00001991387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002595554,"about_ca_system_score_gemma":0.0005188669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02331008,"about_ca_topic_score_gemma":0.003063102,"domain_scores_codex":[0.9975193,0.0002006708,0.0007202802,0.0003710356,0.0007935853,0.0003951293],"domain_scores_gemma":[0.9985608,0.0001461976,0.0005324432,0.0004538874,0.00007376604,0.0002328535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002111327,0.0000142637,0.0038537,0.0005121704,0.00001532343,0.000007096121,0.01277567,3.750338e-8,9.928878e-10,0.00008415944,0.01254663,0.9701889],"study_design_scores_gemma":[0.00004836272,0.00001835057,0.01812604,0.00580202,0.00008375153,0.000001386852,0.0009902291,7.272623e-8,1.0147e-8,0.0001099371,0.9746851,0.0001347345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001332817,0.9820336,0.000008528713,0.008465788,0.0008184888,0.001327352,0.00001343926,0.00006597841,0.00713359],"genre_scores_gemma":[0.002397207,0.9919427,0.00002078782,0.002396973,0.001582926,0.00002036617,0.0001691233,0.00002244033,0.001447466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9700541,"threshold_uncertainty_score":0.9831938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09192777555652455,"score_gpt":0.4341835216419272,"score_spread":0.3422557460854027,"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."}}