{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002383459,0.0001100649,0.0001915882,0.0001245218,0.0008111107,0.0000423581,0.000229332,0.00006697231,0.00004068174],"category_scores_gemma":[0.00003894668,0.00009960772,0.00002044274,0.0006118309,0.001853778,0.001205803,0.00002917089,0.0002037418,0.000001963571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477659,"about_ca_system_score_gemma":0.001011524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02206209,"about_ca_topic_score_gemma":0.008410702,"domain_scores_codex":[0.9980614,0.00006533373,0.0002542227,0.000389226,0.0004685212,0.0007612901],"domain_scores_gemma":[0.998916,0.00001747932,0.00009525283,0.0001544164,0.00003502316,0.0007818344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006297468,0.00009831676,0.9341501,0.00001001457,0.000001150167,1.999737e-7,0.06302313,1.30048e-7,0.000005326292,0.0004981056,0.000007836431,0.002199417],"study_design_scores_gemma":[0.0001528497,0.00002512997,0.993968,0.00002956787,0.000004173628,6.363617e-7,0.005247819,0.000001345217,0.00004837877,0.0003700226,0.00003835268,0.0001137617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971474,0.0007226529,0.000009083873,0.0008431964,0.0002408081,0.0005245847,0.00002311161,0.00003119669,0.0004579862],"genre_scores_gemma":[0.9990206,0.0002419129,0.0000871777,0.0003806767,0.0002152041,0.000007087079,0.000005955086,0.000004310998,0.00003702151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05981788,"threshold_uncertainty_score":0.9844501,"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."}}