{"id":"W2112341308","doi":"10.1016/j.aap.2011.05.036","title":"Roadway crash risks in recent immigrants","year":2011,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; Canadian Patient Safety Institute; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Crash; Confidence interval; Demography; Immigration; Odds ratio; Hazard ratio; Poison control; Injury prevention; Incidence (geometry); Occupational safety and health; Medicine; Motor vehicle crash; Suicide prevention; Human factors and ergonomics; Odds; Environmental health; Logistic regression; Geography; Internal medicine; Mathematics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003193839,0.0001452344,0.0002601106,0.0004194805,0.00003736722,0.00001700493,0.0001696878,0.00009535833,0.001465607],"category_scores_gemma":[0.00001039137,0.0001424751,0.0002588952,0.001062523,0.000009857923,0.0002133581,0.00002860599,0.0001390814,0.0001601028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000816004,"about_ca_system_score_gemma":0.000007672075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005641865,"about_ca_topic_score_gemma":0.02082182,"domain_scores_codex":[0.9988978,0.00006104629,0.0004139362,0.0002129513,0.000176823,0.0002374263],"domain_scores_gemma":[0.9995695,0.00001093511,0.00006056409,0.0002711171,0.00002936774,0.00005853266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001105581,0.00009614285,0.921162,0.000002262898,0.0006367525,0.000007474198,0.0005846262,0.01366567,0.000076909,0.00005491468,0.0002358444,0.06346635],"study_design_scores_gemma":[0.0002740974,0.00001270044,0.9911344,0.00001702846,0.0005247519,6.739652e-7,0.000116078,0.006625202,0.0005202799,0.0003212227,0.0002872647,0.0001662807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830754,0.000553354,0.01172578,0.00001624656,0.000187191,0.0001455418,2.326464e-7,0.0001892119,0.004107004],"genre_scores_gemma":[0.9977764,0.001357941,0.000471566,0.00000859687,0.0000344447,0.00002137411,0.00004257467,0.0000168763,0.0002702454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06997243,"threshold_uncertainty_score":0.9994472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05072337786729638,"score_gpt":0.2707336584041432,"score_spread":0.2200102805368468,"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."}}