{"id":"W4408298654","doi":"10.1016/j.hpopen.2025.100137","title":"A critical Response to “How firearm legislation impacts firearm mortality”, A focused look at Canadian and Australian evidence","year":2025,"lang":"en","type":"article","venue":"Health Policy OPEN","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Legislation; Business; Forensic engineering; Engineering; Political science; 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":[0.09667157,0.002621472,0.005785798,0.01228904,0.009898419,0.01360782,0.01114239,0.0295867,0.009218947],"category_scores_gemma":[0.2856607,0.002161375,0.006410402,0.01241267,0.01593421,0.01149243,0.01131818,0.03594953,0.002269897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06205888,"about_ca_system_score_gemma":0.1538285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5048468,"about_ca_topic_score_gemma":0.6312889,"domain_scores_codex":[0.9313472,0.02062004,0.01222239,0.006121409,0.02494558,0.004743265],"domain_scores_gemma":[0.6113893,0.2398947,0.01514043,0.005059906,0.116126,0.01238963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000912438,0.0000205282,0.0003533157,0.01373952,0.0002714255,0.0001703177,0.00376683,0.000146396,0.0001654501,0.005677794,0.9436797,0.03191735],"study_design_scores_gemma":[0.00008086161,0.00007824873,0.001817459,0.06045068,0.0007572849,0.0003407379,0.004524847,0.0001507233,0.0002756997,0.006166002,0.9251673,0.0001901708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002916942,0.07826326,0.0003938469,0.8680199,0.05114174,0.0001153569,0.0005655487,0.00006052627,0.001148042],"genre_scores_gemma":[0.00521083,0.06054934,0.002491224,0.9058699,0.02306359,0.0002328531,0.0003578505,0.0001277163,0.002096693],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4951532,"threshold_uncertainty_score":0.9961385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2650107398260921,"score_gpt":0.5699855727354306,"score_spread":0.3049748329093385,"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."}}