{"id":"W4362578506","doi":"10.3390/healthcare11071009","title":"Risk Perception of Traffic Accidents Due to Alcohol and Marijuana Use in Mexican College Students","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Traffic and Road Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Driving under the influence; Poison control; Human factors and ergonomics; Environmental health; Injury prevention; Population; Suicide prevention; Perception; Occupational safety and health; Psychology; Cannabis; Risk perception; Alcohol; Medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001901982,0.0001065883,0.000207097,0.0002049303,0.00004929735,0.00001052351,0.0001025608,0.0000881126,0.00001141044],"category_scores_gemma":[0.00002196445,0.0001093139,0.00002740619,0.0004797286,0.00001227159,0.0000762018,0.00004685528,0.000155192,0.00003782175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009102946,"about_ca_system_score_gemma":0.00001611629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006386922,"about_ca_topic_score_gemma":0.004326207,"domain_scores_codex":[0.9990654,0.00005479059,0.0002528469,0.0001745475,0.0002049715,0.0002474447],"domain_scores_gemma":[0.9996152,0.00004352233,0.00002282267,0.0001540669,0.00002430782,0.0001400949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000528202,0.00003716934,0.909174,0.000279221,0.00002653797,0.00005177432,0.00479662,0.03925443,0.00005481751,0.00003850873,0.001910898,0.04432323],"study_design_scores_gemma":[0.0004214437,0.00004312757,0.9907815,0.0000767335,0.000005474296,0.000003267595,0.001772953,0.00659912,0.000004384726,0.000005830474,0.0001885794,0.00009753514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988179,0.00006547844,0.00001728828,0.0002020383,0.0001910358,0.0003659001,0.0001302235,0.000191612,0.00001854331],"genre_scores_gemma":[0.9991916,0.0004708285,0.0001215154,0.0000460929,0.00002835774,0.00002285532,0.00002085696,0.00002508413,0.0000727383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08160757,"threshold_uncertainty_score":0.445769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652655138837852,"score_gpt":0.3006092611724564,"score_spread":0.2740827097840779,"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."}}