{"id":"W2981741258","doi":"10.1080/15389588.2019.1663509","title":"Does the inclusion of vehicle impoundment in provincial short-term administrative driver’s license suspension programs reduce total and alcohol-related fatal collisions in Canada?","year":2019,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Per capita; Poison control; Demography; Geography; Socioeconomics; Medicine; Environmental health; Economics; Population","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":[0.0002836782,0.0001726301,0.0002330217,0.0000777316,0.00009158168,0.00001353053,0.000112269,0.0001115692,0.00002151485],"category_scores_gemma":[0.000007532155,0.0001137963,0.00004984062,0.00024856,0.00005064572,0.0001502143,0.0001335575,0.000272302,0.000001958045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004023366,"about_ca_system_score_gemma":0.0003289833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0113056,"about_ca_topic_score_gemma":0.3732401,"domain_scores_codex":[0.9986675,0.00009780465,0.000483831,0.0002394037,0.0002588147,0.000252613],"domain_scores_gemma":[0.999632,0.0000446109,0.00006535322,0.0001752953,0.00002756727,0.00005517404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002289083,0.002042434,0.1187885,0.0007887745,0.0002712119,0.0001491797,0.04260605,0.1115596,0.1609768,0.001091487,0.0003014652,0.5591354],"study_design_scores_gemma":[0.002613119,0.0007513291,0.9008116,0.000808317,0.00006177746,0.00002505846,0.005006614,0.08005008,0.00914481,0.00006217525,0.00009173072,0.0005733492],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980019,0.00006220312,0.000003333036,0.00007876407,0.0003990421,0.001289931,0.00002346154,0.00005127985,0.00009008288],"genre_scores_gemma":[0.9996863,0.00004692781,0.00004561283,0.000002929677,0.00001930851,0.00003020765,0.00005616355,0.00001811322,0.00009441988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7820232,"threshold_uncertainty_score":0.9952782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028358289518322,"score_gpt":0.2484961783958604,"score_spread":0.2382125955006772,"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."}}