{"id":"W3035836531","doi":"10.1371/journal.pone.0234457","title":"Effect of firearms legislation on suicide and homicide in Canada from 1981 to 2016","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Demography; Homicide; Poison control; Medicine; Injury prevention; Suicide prevention; Legislation; Confidence interval; Occupational safety and health; Suicide methods; Suicide rates; Environmental health; Internal medicine; 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":[0.002414712,0.0006717384,0.001203502,0.001642601,0.001938139,0.002062814,0.001912603,0.0008035463,0.00626024],"category_scores_gemma":[0.01264172,0.0006377821,0.00348193,0.002305553,0.0008730802,0.0007982471,0.001844715,0.002377302,0.0006162989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06108462,"about_ca_system_score_gemma":0.09695976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970452,"about_ca_topic_score_gemma":0.9967316,"domain_scores_codex":[0.9973367,0.0003427761,0.0001623526,0.0003205597,0.0008270658,0.001010542],"domain_scores_gemma":[0.992768,0.00113571,0.001486864,0.0003109498,0.003019236,0.001279115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001133271,0.0001622202,0.9490761,0.0004381946,0.001446531,0.0003317472,0.000747703,0.009334578,0.0002394095,0.001586011,0.0116657,0.0238385],"study_design_scores_gemma":[0.00009215247,0.0001742198,0.9817041,0.0003413875,0.0007408618,0.00009313902,0.0009314671,0.004440199,0.0002676898,0.0002135284,0.01094395,0.00005748881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243791,0.01253328,0.0006655357,0.008837094,0.0004414392,0.0001918302,0.0363989,0.0002103322,0.01634247],"genre_scores_gemma":[0.975401,0.004725801,0.0003710242,0.0006476367,0.00008463776,0.00005610387,0.008765286,0.00003927491,0.009909133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06108462,"threshold_uncertainty_score":0.443202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04299644888575447,"score_gpt":0.2652808033453016,"score_spread":0.2222843544595472,"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."}}