{"id":"W4413920213","doi":"10.1016/j.socscimed.2025.118524","title":"Triggered: Qualitatively exploring structural and social drivers of firearm violence exposure among LGBTQ+ young adults of color in Detroit","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Child Health and Human Development; Centers for Disease Control and Prevention; University of Michigan","keywords":"Poison control; Injury prevention; Suicide prevention; Occupational safety and health; Criminology; Human factors and ergonomics; Medical emergency; Sociology; Psychology; Environmental health; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003684764,0.0001359521,0.000438017,0.000437822,0.0008492815,0.00002450812,0.0005975396,0.0001179309,0.00004308127],"category_scores_gemma":[0.001462664,0.0001163971,0.00005778675,0.002465704,0.009841399,0.0005640838,0.0001009046,0.0002616378,4.266764e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002809486,"about_ca_system_score_gemma":0.0006989412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01541907,"about_ca_topic_score_gemma":0.003457003,"domain_scores_codex":[0.9968634,0.0003436056,0.0004584266,0.0003837701,0.00133304,0.0006177105],"domain_scores_gemma":[0.9988041,0.0003498014,0.000223312,0.00008884386,0.0004107483,0.000123189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001164019,0.00002805974,0.4716037,0.0001024057,0.000009885999,0.00000334175,0.4407449,6.537869e-7,0.003214466,0.03778761,0.00001851309,0.0463701],"study_design_scores_gemma":[0.001034022,0.0001495025,0.640659,0.0005947268,0.00001410403,1.261124e-7,0.353129,0.0000396867,0.0006397838,0.003590237,0.00003129861,0.0001185689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940299,0.0001636782,0.0000125087,0.001063953,0.0002719583,0.0003424926,0.000007673296,0.00001796818,0.00408987],"genre_scores_gemma":[0.9994776,0.0002356853,0.00002102858,0.00002654185,0.0001362746,0.00002342308,0.000001229013,0.000004372777,0.00007385026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1690553,"threshold_uncertainty_score":0.9928532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05746839551870338,"score_gpt":0.393053304239168,"score_spread":0.3355849087204646,"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."}}