{"id":"W2033062801","doi":"10.1136/injuryprev-2012-040590v.15","title":"The relationship between walking to school and child pedestrian injury in Toronto, Canada","year":2012,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Pedestrian; Injury prevention; Attendance; Poison control; Demography; Suicide prevention; Human factors and ergonomics; Occupational safety and health; Psychology; Medicine; Transport engineering; Medical emergency; Engineering","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":[0.0003330176,0.00008513182,0.00007932257,0.00002497807,0.0001465478,0.00002139297,0.00007074125,0.00005764214,0.0000231292],"category_scores_gemma":[0.00008373407,0.00007347635,0.00001879678,0.00009012775,0.000007294098,0.000241771,0.00002411583,0.0001601174,0.000008124944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003835123,"about_ca_system_score_gemma":0.00003632896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02803058,"about_ca_topic_score_gemma":0.3020113,"domain_scores_codex":[0.9993406,0.00005109747,0.0001995698,0.00008021488,0.0001038766,0.0002246296],"domain_scores_gemma":[0.9996427,0.00008381539,0.00002098885,0.0001261212,0.000006647354,0.0001197537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001557796,0.000008966245,0.9100439,0.00002833093,0.00001651291,2.303219e-7,0.0002095454,0.0001126552,0.00001658654,0.001069487,0.002374495,0.08610369],"study_design_scores_gemma":[0.00008866496,0.0000141551,0.9885015,0.00005731876,0.000008801187,7.973177e-7,0.0001149361,0.00002764678,0.00003602149,0.0001199296,0.01093377,0.00009643479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938042,0.0009670312,0.000400576,0.0001932893,0.0004509275,0.0002339359,0.00001248708,0.00007026328,0.003867244],"genre_scores_gemma":[0.9993277,0.00004015269,0.0001069738,0.000015948,0.0002722142,0.00001855093,0.000009478647,0.00001389681,0.0001950536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2739806,"threshold_uncertainty_score":0.9784418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119891414807428,"score_gpt":0.2582689968135988,"score_spread":0.246279855332856,"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."}}