{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004541099,0.0001730247,0.0001703366,0.000712588,0.0004977583,0.0008727862,0.0001934395,0.0003739379,0.002165498],"category_scores_gemma":[0.002225525,0.0001890408,0.0003941497,0.0004222802,0.0002630138,0.0003069221,0.0004686192,0.0004125993,0.0001585237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000327274,"about_ca_system_score_gemma":0.0003072933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01959267,"about_ca_topic_score_gemma":0.01850293,"domain_scores_codex":[0.9998044,0.00004614166,0.00002190417,0.00002602843,0.00005965141,0.00004183267],"domain_scores_gemma":[0.9989346,0.000152257,0.0005384011,0.00004553335,0.0001380717,0.0001912776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000553113,0.0001324054,0.9960641,0.00001138358,0.00002408714,0.00003868409,0.001107657,0.00001767198,0.0001447058,0.00002394921,0.00008537606,0.002294758],"study_design_scores_gemma":[0.000003604655,0.0001188925,0.9952637,0.0000168109,0.00001915595,0.0000665035,0.004126061,0.0001100968,0.00003934532,0.00001879062,0.0002125406,0.000004587504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995781,0.00004114707,0.00001640842,0.00003819131,0.000002597514,0.000005086117,0.00002952696,8.19882e-7,0.0002882063],"genre_scores_gemma":[0.9996856,0.00008638374,0.00002037835,0.00001402096,0.000003488722,0.000003772252,0.00004253179,3.518585e-7,0.0001435266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01959267,"threshold_uncertainty_score":0.03895724,"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."}}