{"id":"W2534750270","doi":"10.1016/j.aap.2016.10.017","title":"School environments and social risk factors for child pedestrian-motor vehicle collisions: A case-control study","year":2016,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; York University; SickKids Foundation; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Attendance; Pedestrian; Poison control; Disadvantage; Environmental health; Injury prevention; Built environment; Human factors and ergonomics; Suicide prevention; Geography; Demography; Psychology; Transport engineering; Medicine; Engineering; Sociology; Economic growth; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003321032,0.000176812,0.0002972488,0.0001884195,0.0003448898,0.00004661488,0.0000921864,0.00008968446,0.0001689164],"category_scores_gemma":[0.00006030662,0.0001306087,0.0003187192,0.0001847796,0.00001657586,0.0002614958,0.0000265708,0.000082735,0.0000175738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039705,"about_ca_system_score_gemma":0.000006458334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005737054,"about_ca_topic_score_gemma":0.0009793196,"domain_scores_codex":[0.9988645,0.0001130935,0.000354508,0.0002771875,0.0001783717,0.0002122851],"domain_scores_gemma":[0.9994593,0.0001480966,0.0001138848,0.0001812135,0.00001393251,0.00008362177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004632549,0.0001449891,0.984759,0.000002211975,0.002482614,0.000007465703,0.0003013306,0.001410457,0.0001509802,0.000005393184,0.00005948314,0.01062973],"study_design_scores_gemma":[0.002463433,0.0001105253,0.9885015,0.000008850645,0.003708776,0.00000242578,0.000726553,0.004076099,0.00004270814,0.00004223454,0.0001352126,0.0001816165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563704,0.0001732213,0.04239729,0.0000421369,0.00007281105,0.0008245012,0.00002248891,0.00008546933,0.00001165866],"genre_scores_gemma":[0.9992781,0.0001424918,0.00006794382,0.00000400411,0.0001037147,0.000106061,0.00001567788,0.00002231589,0.0002597208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04290764,"threshold_uncertainty_score":0.532607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008477270643923174,"score_gpt":0.2362161004135468,"score_spread":0.2277388297696236,"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."}}