{"id":"W2012805980","doi":"10.1016/j.ypmed.2013.12.005","title":"Influence of social and built environment features on children walking to school: An observational study","year":2013,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Institute for Clinical Evaluative Sciences; Hospital for Sick Children; Canada Research Chairs","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; Built environment; Gerontology; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004950813,0.00008420662,0.0001637643,0.00004534848,0.00021819,0.00001252808,0.0001711447,0.00003318309,0.0005465107],"category_scores_gemma":[0.0001411176,0.00006559182,0.00001813212,0.0001138813,0.0002403712,0.0002440841,0.00002864634,0.00009782307,0.000006453173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003494707,"about_ca_system_score_gemma":0.00002755623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006977485,"about_ca_topic_score_gemma":0.0008456624,"domain_scores_codex":[0.9988547,0.0001454708,0.0001908088,0.0002293962,0.0004408918,0.0001387066],"domain_scores_gemma":[0.9995863,0.00005310803,0.00008125349,0.000100988,0.00005541773,0.0001229585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001314945,0.0002080751,0.9745007,0.000003050219,0.00002099886,2.943904e-7,0.0218369,0.00001221437,0.0003632958,0.0002268132,0.0001882579,0.00262625],"study_design_scores_gemma":[0.0003311042,0.0002612784,0.9952835,0.00002438255,0.00002415264,2.736496e-8,0.002374412,4.609672e-7,0.00006095685,0.00150378,0.00007082534,0.00006514444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971406,0.00006013942,0.0000172302,0.001555909,0.00002509578,0.0008432131,0.000005124602,0.00001380565,0.000338841],"genre_scores_gemma":[0.9990525,0.000004080846,0.00007152186,0.0002142423,0.0002381431,0.00003437768,0.00001030651,0.00000436278,0.0003704982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02078278,"threshold_uncertainty_score":0.9996352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05627179565891683,"score_gpt":0.3557095581031535,"score_spread":0.2994377624442366,"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."}}