{"id":"W4365801774","doi":"10.2139/ssrn.4400655","title":"Canada, Firearms Legislation, Suicide and Homicide. A Review of the Evidence","year":2023,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Homicide; Legislation; Criminology; Poison control; Suicide prevention; Gun violence; Medical emergency; Medicine; Political science; Psychology; Law","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":[0.002869997,0.00130911,0.004258639,0.009738541,0.001309567,0.003328694,0.0017834,0.0026314,0.00627886],"category_scores_gemma":[0.01040783,0.0008224781,0.002299924,0.01758431,0.001796004,0.001335921,0.001231755,0.002091467,0.0004320361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01547618,"about_ca_system_score_gemma":0.05135485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.518443,"about_ca_topic_score_gemma":0.7154186,"domain_scores_codex":[0.9980425,0.0003035651,0.0003079304,0.0002097657,0.0009701035,0.000166161],"domain_scores_gemma":[0.9936873,0.002943683,0.001395448,0.00006493372,0.001604255,0.0003044353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004812781,0.00009404892,0.003107349,0.3465723,0.001838016,0.0002689888,0.0002942264,0.000350235,0.0002021203,0.002558266,0.0621649,0.5820683],"study_design_scores_gemma":[0.0002903225,0.0002346677,0.03396578,0.4753944,0.01133834,0.001346962,0.001132219,0.0002906211,0.0001767877,0.001705993,0.4739982,0.0001256385],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005034848,0.9994932,0.000002846275,0.0002372996,0.00005281872,0.000002914089,0.00003792353,7.257402e-7,0.0001218647],"genre_scores_gemma":[0.0007542563,0.9989625,0.00001617703,0.000143184,0.00004896506,0.00000406861,0.00002297924,3.809346e-7,0.00004744127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.481557,"threshold_uncertainty_score":0.968786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198183068909975,"score_gpt":0.4233216335250629,"score_spread":0.3035033266340654,"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."}}