{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003664363,0.000482015,0.0002898808,0.002880676,0.001738812,0.002593221,0.001079897,0.0003287641,0.005166795],"category_scores_gemma":[0.002636773,0.0002971735,0.0004898148,0.005185003,0.0004218917,0.0005337854,0.000703514,0.0006837102,0.0003635102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06914462,"about_ca_system_score_gemma":0.05665925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970275,"about_ca_topic_score_gemma":0.9982451,"domain_scores_codex":[0.998961,0.00007361759,0.00006035744,0.00005859022,0.0005498274,0.0002965788],"domain_scores_gemma":[0.9980603,0.00006786695,0.0002405007,0.00002380682,0.001355797,0.000251871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000229146,0.00009351369,0.7932093,0.001066085,0.0006789574,0.000801834,0.0007783651,0.01465213,0.0005320748,0.006686789,0.06886958,0.1124021],"study_design_scores_gemma":[0.00003196972,0.00004862689,0.9360326,0.0008018899,0.000229353,0.0004744068,0.003140468,0.009464043,0.0003557265,0.0008288767,0.04851341,0.00007871681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8150773,0.01783132,0.001664863,0.009501649,0.0003284418,0.0003148556,0.0815154,0.0001778758,0.07358833],"genre_scores_gemma":[0.9675863,0.008377322,0.001096328,0.0004769289,0.00004089842,0.00006766561,0.01060082,0.00002990971,0.01172376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06914462,"threshold_uncertainty_score":0.5016817,"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."}}