{"id":"W2533528626","doi":"10.1016/j.pmedr.2016.10.009","title":"Direct observations of active school transportation and stroller use in kindergarten children","year":2016,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Human factors and ergonomics; Injury prevention; Poison control; Suicide prevention; Occupational safety and health; Medicine; Medical emergency; Psychology; Environmental health; Transport engineering; Engineering","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":[0.0006375463,0.0000911259,0.0002545858,0.00009457867,0.00007564879,0.000005585448,0.00005423129,0.00005836066,0.000228297],"category_scores_gemma":[0.0005545577,0.00006052024,0.00004427172,0.0002515039,0.0003307371,0.000587708,0.000004212411,0.00006341335,3.179227e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004881516,"about_ca_system_score_gemma":0.0001235503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007486076,"about_ca_topic_score_gemma":0.0163234,"domain_scores_codex":[0.9986888,0.0001134395,0.0004577303,0.0002745326,0.0003083759,0.0001571233],"domain_scores_gemma":[0.9991626,0.0001643577,0.0002951665,0.0001465202,0.0001329387,0.00009845807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002360173,0.00005887728,0.9937178,0.000006316794,0.00003006953,0.00001430478,0.002406474,4.042329e-7,0.001035098,0.00008617488,0.00006155237,0.002559331],"study_design_scores_gemma":[0.0004753905,0.00002883845,0.9968619,0.0001924207,0.00004887583,4.338845e-7,0.0003748228,2.601004e-7,0.0004898347,0.001237278,0.0002189247,0.00007098023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972113,0.0001187877,0.0002163992,0.000691091,0.00008941305,0.0004697192,0.00001577802,0.00002195518,0.001165596],"genre_scores_gemma":[0.998605,0.0000919487,0.00006183211,0.00001482159,0.000069605,0.00002278934,0.00002124646,0.000006135068,0.001106596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00883732,"threshold_uncertainty_score":0.9991232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355054171033282,"score_gpt":0.3019836883512658,"score_spread":0.2684331466409329,"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."}}