{"id":"W3199878425","doi":"10.1016/j.ypmed.2021.106471","title":"Suicide, firearms, and legislation: A review of the Canadian evidence","year":2021,"lang":"en","type":"review","venue":"Preventive Medicine","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Legislation; Medicine; Suicide rates; Suicide prevention; Poison control; Injury prevention; Suicide methods; Occupational safety and health; Human factors and ergonomics; Environmental health; Demography; Law; Political science","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":[0.00601224,0.001506193,0.005052768,0.01386846,0.001133516,0.003592314,0.001943947,0.002009229,0.00514095],"category_scores_gemma":[0.0160413,0.0008095106,0.003430774,0.02421684,0.001517815,0.001467967,0.001671727,0.001721248,0.0003368635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571347,"about_ca_system_score_gemma":0.0601659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3728342,"about_ca_topic_score_gemma":0.6396487,"domain_scores_codex":[0.9971047,0.000508933,0.0006912596,0.0002859744,0.001207533,0.0002015106],"domain_scores_gemma":[0.9894454,0.006170754,0.001785976,0.000119693,0.002100221,0.0003779674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002794186,0.00004891834,0.002167666,0.6046893,0.003176826,0.0001771968,0.000391655,0.0002663494,0.0002188673,0.00209034,0.01892626,0.3675672],"study_design_scores_gemma":[0.0001775678,0.0001236279,0.02213978,0.6897485,0.02185003,0.000539197,0.0008386084,0.0001497499,0.0001710654,0.001527721,0.2626356,0.00009857112],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005316664,0.9996031,0.000007036624,0.0001578971,0.00003250879,0.000005875227,0.00004605487,6.995163e-7,0.00009373517],"genre_scores_gemma":[0.0006113794,0.9991629,0.00004079687,0.0001146889,0.00001959708,0.0000051625,0.00002094816,4.032857e-7,0.00002423711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6271658,"threshold_uncertainty_score":0.7413281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2902982832648066,"score_gpt":0.5128217711845794,"score_spread":0.2225234879197728,"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."}}