{"id":"W4388924724","doi":"10.1016/j.amepre.2023.11.019","title":"Relationship Between Alcohol Use and Firearm-Involved Suicide: Findings From the National Violent Death Reporting System, 2003–2020","year":2023,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Suicide prevention; Injury prevention; Poison control; Violent death; Occupational safety and health; Human factors and ergonomics; Medicine; Medical emergency; Environmental health; Psychiatry; Psychology; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009230905,0.0001105522,0.0003788468,0.0001556633,0.0005383362,0.00006286072,0.0002825237,0.0000412807,0.00004162359],"category_scores_gemma":[0.02411081,0.00006910696,0.00007708292,0.001360052,0.0008183491,0.0002811774,0.00006055703,0.0004281167,0.00001267564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115582,"about_ca_system_score_gemma":0.0003876348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005267208,"about_ca_topic_score_gemma":0.0001421733,"domain_scores_codex":[0.9962689,0.0009903824,0.0008847608,0.000188581,0.001347077,0.0003202778],"domain_scores_gemma":[0.9934807,0.003969074,0.001377585,0.00009643334,0.0008343609,0.0002417874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001962028,0.000007677754,0.9883831,0.000006932383,0.00006929931,0.00003474454,0.005685362,0.000002167138,0.00005927411,0.0006919497,0.002419883,0.00261997],"study_design_scores_gemma":[0.0003198686,0.0001545867,0.9589884,0.000780547,0.00008273483,0.000005432146,0.03790149,0.00002684575,0.00001527479,0.0009211203,0.000732539,0.00007120256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913373,0.0002227302,0.0001975334,0.00756474,0.000168827,0.0002144015,0.00001351539,0.00002430385,0.0002566721],"genre_scores_gemma":[0.9981762,0.0002198784,0.0001495947,0.0001173018,0.0009828176,0.000006232215,0.00001310918,0.00001070876,0.0003241182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03221612,"threshold_uncertainty_score":0.9841095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2569370897873278,"score_gpt":0.4480667413105233,"score_spread":0.1911296515231955,"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."}}