{"id":"W4410456768","doi":"10.1016/j.drugpo.2025.104835","title":"“Stoned on the road”: A systematic review of cannabis-impaired driving educational initiatives targeting young drivers in Canada","year":2025,"lang":"en","type":"review","venue":"International Journal of Drug Policy","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Cannabis; Human factors and ergonomics; Poison control; Suicide prevention; Criminology; Occupational safety and health; Injury prevention; Psychology; Political science; Medicine; Psychiatry; Environmental health; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01183092,0.001326986,0.005919242,0.01768749,0.002777183,0.005007761,0.002867499,0.001740293,0.00369706],"category_scores_gemma":[0.04631488,0.0009256843,0.004304369,0.03043085,0.002002936,0.002504303,0.002510297,0.00150697,0.000213238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03264307,"about_ca_system_score_gemma":0.1814495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6026284,"about_ca_topic_score_gemma":0.8615735,"domain_scores_codex":[0.9908825,0.002336502,0.002534424,0.0006107249,0.002992975,0.0006428573],"domain_scores_gemma":[0.9694577,0.01665456,0.004229398,0.0004298487,0.007944996,0.00128344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001507512,0.00001965262,0.001667164,0.9281033,0.00204671,0.0001338707,0.001740926,0.0001081033,0.000139181,0.0004345526,0.003158557,0.06229719],"study_design_scores_gemma":[0.00008019809,0.00007182271,0.007159112,0.9508842,0.01186346,0.0001413911,0.001503111,0.00005671125,0.0001131423,0.0001396667,0.02794803,0.00003916752],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002437129,0.9940236,0.0001541991,0.0006387886,0.000129654,0.0005445737,0.001016148,0.00001424384,0.001041607],"genre_scores_gemma":[0.02141214,0.9758271,0.0008227371,0.0006289904,0.0000362496,0.0006157504,0.0004471393,0.000008641073,0.0002013017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3973716,"threshold_uncertainty_score":0.7994237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641409227591728,"score_gpt":0.3635185300535331,"score_spread":0.3471044377776158,"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."}}