{"id":"W4386454441","doi":"10.2196/44211","title":"Firearm Possession Rates in Home Countries and Firearm Suicide Rates Among US- and Foreign-Born Suicide Decedents in the United States: Analysis of Combined Data from the National Violent Death Reporting System and the Small Arms Survey","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Harvard University","keywords":"Poison control; Medicine; Demography; Suicide prevention; Injury prevention; Possession (linguistics); Suicide methods; Odds ratio; Occupational safety and health; Foreign born; Population; Medical emergency; Environmental health; Suicide rates; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001070597,0.0003170916,0.0004563072,0.001641113,0.0002279027,0.0006293467,0.0003734421,0.0002395722,0.001032109],"category_scores_gemma":[0.003820551,0.0003062037,0.001246599,0.001794041,0.00019592,0.0006066047,0.0007957899,0.0006432054,0.0002155292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003163449,"about_ca_system_score_gemma":0.0003549278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02046011,"about_ca_topic_score_gemma":0.02485028,"domain_scores_codex":[0.9993703,0.0001767141,0.0001384032,0.0001139688,0.0001349391,0.00006562185],"domain_scores_gemma":[0.9970771,0.0004607925,0.001616013,0.0001910657,0.0004070093,0.0002480949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001910642,0.000006551918,0.9993272,0.000007497855,0.00008293352,0.00001458756,0.00003498052,0.00002817146,0.00001548004,0.000004480394,0.00005677352,0.0004021912],"study_design_scores_gemma":[0.000002069275,0.00002223304,0.9991593,0.00001747225,0.00006151896,0.00008315502,0.0003300414,0.0002085352,0.00002856184,0.000007090043,0.00007708323,0.000002869126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976048,0.0003764558,0.0001061189,0.00003371786,0.000006218402,0.000008270649,0.001590525,0.000005952917,0.000267799],"genre_scores_gemma":[0.9975742,0.0002705478,0.0001225087,0.00001606544,0.000005651334,0.00001591708,0.001882793,0.000003293478,0.0001089488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02046011,"threshold_uncertainty_score":0.04068202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1911560286507014,"score_gpt":0.4345401476979859,"score_spread":0.2433841190472844,"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."}}