{"id":"W4319062303","doi":"10.1371/journal.pone.0266579","title":"Mass homicide by firearm in Canada: Effects of legislation","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Homicide; Demography; Poison control; Medicine; Injury prevention; Incidence (geometry); Suicide prevention; Medical emergency; Mathematics","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":[0.0003771224,0.00003285951,0.0001012068,0.00005743547,0.00005427853,0.000008169823,0.0001180179,0.00003176236,0.00003446918],"category_scores_gemma":[0.000372815,0.00003277956,0.00001067114,0.0004585066,0.00004380331,0.00006021805,0.00001376868,0.00007694161,0.00002562417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420648,"about_ca_system_score_gemma":0.0006571017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9366815,"about_ca_topic_score_gemma":0.9132001,"domain_scores_codex":[0.9989596,0.0001147191,0.00008419763,0.0000864145,0.0005080869,0.0002469562],"domain_scores_gemma":[0.9995182,0.0003005548,0.00002434874,0.00006619192,0.00003274961,0.00005797753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001717882,0.0002068065,0.8861588,0.0001844101,0.00003563134,0.00002188094,0.004427189,0.00001048806,0.09716931,0.0009310252,0.004058345,0.006778971],"study_design_scores_gemma":[0.001162526,0.0001474502,0.6942566,0.001203179,0.00004143915,4.242488e-8,0.008940372,0.002759,0.2856618,0.003941089,0.001461453,0.0004250279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937969,0.00008499658,0.00000166428,0.001344316,0.00002686032,0.0001847097,0.000004216441,0.00001673151,0.004539639],"genre_scores_gemma":[0.9986141,0.0003138477,0.0000162979,0.00001987135,0.0000303565,0.00001406854,0.000005289953,0.000003943096,0.0009822395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1919021,"threshold_uncertainty_score":0.1336712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05545168631161639,"score_gpt":0.2855518290288061,"score_spread":0.2301001427171897,"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."}}