{"id":"W4315784086","doi":"10.3389/fpubh.2022.938091","title":"The cost of firearm violent crime in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Public Safety Canada; BC Children's Hospital","funders":"","keywords":"Criminal justice; Cost estimate; Economic cost; Productivity; Occupational safety and health; Workforce; Indirect costs; Total cost; Poison control; Injury prevention; Health care; Environmental health; Medicine; Business; Medical emergency; Criminology; Political science; Economics; Psychology; Economic growth; Law; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005845094,0.00004493712,0.0001947565,0.00009866973,0.0004909058,0.0002127628,0.0004955554,0.0000644202,0.00004161316],"category_scores_gemma":[0.0009970311,0.00005772597,0.00002663103,0.001637537,0.0002931692,0.0001115708,0.00005777213,0.0002691241,0.000003040888],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355135,"about_ca_system_score_gemma":0.01116771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974108,"about_ca_topic_score_gemma":0.9995221,"domain_scores_codex":[0.9969661,0.0007126558,0.0003341671,0.0001947207,0.0007202597,0.00107205],"domain_scores_gemma":[0.9991519,0.0002076021,0.00007410175,0.0001681291,0.00008176267,0.0003164482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001126836,0.00002169287,0.5690117,0.0000163351,0.000003069215,0.00000891672,0.001369157,0.000001148391,6.761032e-8,0.0001765858,0.1932784,0.2361117],"study_design_scores_gemma":[0.0001568458,0.0000168261,0.6080896,0.00006143039,2.311969e-7,1.98345e-7,0.03573585,0.000149074,1.619191e-7,0.0005257567,0.3552096,0.00005440665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080951,0.001771511,0.00007024439,0.07291552,0.00324145,0.00173589,0.00009210991,0.00007844169,0.01199974],"genre_scores_gemma":[0.9919634,0.00533995,0.00003411126,0.0003603475,0.00005015334,0.00006139169,0.000009725643,0.000007776815,0.002173151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2360573,"threshold_uncertainty_score":0.9944381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05590669609937051,"score_gpt":0.3441179330556685,"score_spread":0.288211236956298,"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."}}