{"id":"W4281846713","doi":"10.9778/cmajo.20210192","title":"The effect of legislation on firearm-related deaths in Canada: a systematic review","year":2022,"lang":"en","type":"review","venue":"CMAJ Open","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Homicide; Medicine; Poison control; Legislation; Injury prevention; CINAHL; Suicide prevention; Occupational safety and health; Human factors and ergonomics; Meta-analysis; Environmental health; Psychiatry; Psychological intervention; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009980488,0.0001813886,0.001728748,0.00006860112,0.0004111906,0.0000860769,0.001885403,0.00008803759,0.0003576187],"category_scores_gemma":[0.003201648,0.00009823999,0.0001990921,0.0009799275,0.00007210673,0.00007592907,0.0002493408,0.000504216,0.00003941273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690454,"about_ca_system_score_gemma":0.005409062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9210463,"about_ca_topic_score_gemma":0.8864568,"domain_scores_codex":[0.9911524,0.006637424,0.0007387635,0.0002481647,0.0008745472,0.0003486819],"domain_scores_gemma":[0.9947756,0.004161399,0.0004878196,0.0004683105,0.00002817078,0.0000786953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004268397,0.000007401447,0.00004385565,0.5292166,0.00007420846,0.000015135,0.0002653166,4.922322e-7,2.322897e-9,0.001021391,0.001074934,0.4682763],"study_design_scores_gemma":[0.00005636351,0.00005116163,0.000003451829,0.3883004,0.000218901,8.91297e-7,0.0001671149,0.000001535533,2.392714e-8,0.00001272867,0.6110947,0.00009279992],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003612921,0.9666616,3.420491e-8,0.00018111,0.0001515301,0.008886107,0.00001262084,0.000004809953,0.02409855],"genre_scores_gemma":[0.0001592631,0.9966471,3.276237e-7,0.00002193871,0.0000142824,0.001582885,0.0000255843,0.00001539625,0.001533246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6100197,"threshold_uncertainty_score":0.9595445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027151857504268,"score_gpt":0.4329698624215381,"score_spread":0.3302546766711113,"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."}}