{"id":"W3000503214","doi":"10.29173/hsi82","title":"Can active school transport prevent overweight and obesity in children and youth?","year":2012,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research; Canadian Diabetes Association","keywords":"Overweight; Obesity; Medicine; Psychology; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006246474,0.0002753035,0.0005214499,0.0006428123,0.0007963576,0.001251439,0.0006049558,0.001456626,0.005349768],"category_scores_gemma":[0.002253938,0.000177057,0.0007975431,0.0006904914,0.0003829713,0.00108112,0.0005295658,0.0013137,0.0004449488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253082,"about_ca_system_score_gemma":0.003043776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1105226,"about_ca_topic_score_gemma":0.1539499,"domain_scores_codex":[0.999777,0.00003875264,0.000008235049,0.00002326133,0.00003291736,0.0001198733],"domain_scores_gemma":[0.999477,0.00008195755,0.0001093515,0.00001548122,0.0001006847,0.0002155142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001166089,0.004689882,0.5682356,0.001594801,0.0007117132,0.0004102192,0.003431642,0.0009078239,0.001756071,0.003452707,0.02705342,0.3865901],"study_design_scores_gemma":[0.000196344,0.001563549,0.9560978,0.001418176,0.0005970165,0.0001689912,0.005482848,0.0005454113,0.0009450574,0.001237592,0.03171171,0.00003550266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036076,0.02699539,0.0005412934,0.05208543,0.001269061,0.0001121262,0.0008346899,0.00007503109,0.01447943],"genre_scores_gemma":[0.9583882,0.02823083,0.001265428,0.002419633,0.0005936245,0.00009505426,0.0005251205,0.00001805438,0.008464136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105226,"threshold_uncertainty_score":0.2197585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943018529543182,"score_gpt":0.3489494226613305,"score_spread":0.3095192373658987,"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."}}