{"id":"W4206757024","doi":"10.1001/jamapediatrics.2021.5705","title":"Association Between Suicidality and Risky Driving Among US Adolescents—Results From the 2019 Youth Risk Behavior Survey","year":2022,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Traffic and Road Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institutes of Health; American Heart Association","keywords":"Medicine; Youth Risk Behavior Survey; Association (psychology); Suicide prevention; Human factors and ergonomics; Injury prevention; Poison control; Occupational safety and health; Clinical psychology; Psychiatry; Environmental health; Pathology; Psychotherapist","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":[0.001840057,0.0001759447,0.0002106697,0.00005005966,0.000422249,0.00009112511,0.000253554,0.0001570575,0.00001344291],"category_scores_gemma":[0.0005135993,0.0001570042,0.00007209115,0.0003411263,0.00001898342,0.0001322368,0.0001915966,0.0008865415,0.00001078879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477554,"about_ca_system_score_gemma":0.00002560265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009834634,"about_ca_topic_score_gemma":0.001315691,"domain_scores_codex":[0.9981349,0.0004211121,0.0003867107,0.0002669319,0.0004731282,0.0003171935],"domain_scores_gemma":[0.9984371,0.0009081109,0.0002195263,0.0002890296,0.00004958553,0.00009665554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001143275,0.00002387342,0.9866053,0.000004176768,0.00003185767,0.000001579525,0.00103233,0.005191988,5.326258e-7,3.089702e-7,0.005164734,0.001931825],"study_design_scores_gemma":[0.00082274,0.0000131978,0.9971228,0.000003092699,0.0003612444,1.382396e-7,0.0002099334,0.001035724,0.000002388499,0.000004795424,0.0002236698,0.0002003134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845082,0.0003422619,0.0002658749,0.00004621442,0.0007538341,0.0002423324,0.01356422,0.0002232921,0.00005379618],"genre_scores_gemma":[0.9975616,0.0004351075,0.00003478035,0.00001655812,0.0007970472,0.000009578817,0.001050742,0.00003522039,0.00005941103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01305338,"threshold_uncertainty_score":0.9967589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119272390581349,"score_gpt":0.2029440642261954,"score_spread":0.1917513403203819,"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."}}