{"id":"W4408275042","doi":"10.2174/0126671212363303241230105828","title":"Adopting a Safe Systems Approach to Road Safety: Using the Consolidated Framework for Implementa- tion Research to Examine Injury Prevention and Transportation Professionals’ Perceptions of Vision Zero in Five Canadian Municipalities","year":2025,"lang":"en","type":"article","venue":"The Open Transportation Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Université de Montréal; Parachute; BC Children's Hospital; Public Health Ontario; York University","funders":"Canadian Institutes of Health Research","keywords":"Occupational safety and health; Business; Perception; Injury prevention; Poison control; Human factors and ergonomics; Seat belt; Suicide prevention; Transport engineering; Environmental health; Medicine; Engineering; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0862593,0.002024786,0.001809955,0.0124891,0.01677388,0.01427594,0.005316107,0.001837017,0.001819081],"category_scores_gemma":[0.06861042,0.001137758,0.002525795,0.01259375,0.01854905,0.004906213,0.01149862,0.003833199,0.0001250083],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2716111,"about_ca_system_score_gemma":0.4488715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9606243,"about_ca_topic_score_gemma":0.9699076,"domain_scores_codex":[0.9192153,0.05021209,0.004914816,0.004088602,0.0147762,0.006792951],"domain_scores_gemma":[0.9329146,0.02857177,0.003575133,0.00317416,0.02673445,0.005029862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001600715,0.0005120189,0.08114923,0.009410313,0.0004844403,0.0006916176,0.5759791,0.004757783,0.001144935,0.1006723,0.006671038,0.2183671],"study_design_scores_gemma":[0.0002343625,0.000782692,0.1345155,0.024421,0.001283369,0.0003437979,0.6842917,0.01342452,0.001413698,0.02804112,0.1108759,0.0003723334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.672136,0.01864251,0.1117513,0.0386955,0.0005571185,0.0307938,0.003551991,0.0004415512,0.1234302],"genre_scores_gemma":[0.8266829,0.003924001,0.1571305,0.001184169,0.00001657921,0.007996137,0.001054166,0.00005789621,0.001953642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2716111,"threshold_uncertainty_score":0.8448279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1866587174555096,"score_gpt":0.5635029446929792,"score_spread":0.3768442272374696,"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."}}