{"id":"W6926019111","doi":"10.2105/ajph.2008.135319?url_ver=z39.88-2003&rfr_id=ori:rid:crossref.org&rfr_dat=cr_pub%3dpubmed","title":"The Influence of the Physical Environment and Sociodemographic Characteristics on Children's Mode of Travel to and from School","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Mode (computer interface); Physical activity; Regression analysis; Built environment; Travel survey; Travel behavior; Test (biology)","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":[0.0004508639,0.0001757506,0.0001425713,0.0004850219,0.0003190454,0.0005559831,0.0002287681,0.0002009731,0.003528869],"category_scores_gemma":[0.002278093,0.0001586869,0.0002787412,0.0005008844,0.0003572527,0.0002675098,0.000362036,0.000252769,0.0002303988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006396208,"about_ca_system_score_gemma":0.0008218411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.066334,"about_ca_topic_score_gemma":0.1714088,"domain_scores_codex":[0.9996167,0.000125973,0.00002614837,0.00005283024,0.00008543603,0.00009286933],"domain_scores_gemma":[0.9984879,0.0003309548,0.0005874094,0.0000607804,0.000159106,0.0003737303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001981452,0.00001715144,0.9990712,0.00000440812,0.00001503175,0.00002698622,0.0001085023,0.00001222246,0.00004211735,0.000008615147,0.00003029647,0.0006437103],"study_design_scores_gemma":[5.335742e-7,0.00001534869,0.9997318,0.000002598758,0.000004471765,0.0000253907,0.0001364345,0.00001632856,0.00001066431,0.00000284668,0.00005301692,5.720759e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991499,0.0001158708,0.00002291536,0.0000422538,0.000001418336,0.00000280239,0.0001537346,0.000001133037,0.0005099062],"genre_scores_gemma":[0.9995579,0.00007358772,0.00003108082,0.000006873401,0.000002012579,0.000002744921,0.0001086646,8.987165e-7,0.0002162061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.066334,"threshold_uncertainty_score":0.1318958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342271477703233,"score_gpt":0.2686754180517608,"score_spread":0.2452527032747285,"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."}}