{"id":"W4414555494","doi":"10.1016/j.healthpol.2025.105450","title":"Governance of nonpowdered firearms across high-income countries: Results of a scoping review","year":2025,"lang":"en","type":"review","venue":"Health Policy","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Canadian Institutes of Health Research; Sick Kids Foundation","keywords":"Corporate governance; Limiting; Foundation (evidence); Human factors and ergonomics; Poison control; Injury prevention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008859179,0.0009333743,0.002408886,0.006929352,0.0005442677,0.004364126,0.001276587,0.001617564,0.002576237],"category_scores_gemma":[0.02025457,0.0005800735,0.002305055,0.01354587,0.001653932,0.002741704,0.002255288,0.001137503,0.0001608679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004739562,"about_ca_system_score_gemma":0.01951484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02034973,"about_ca_topic_score_gemma":0.03796196,"domain_scores_codex":[0.9949502,0.00228863,0.001067137,0.0004366938,0.0008066711,0.0004507038],"domain_scores_gemma":[0.9867121,0.009009142,0.002739621,0.0002567925,0.001030724,0.0002515863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002031787,0.00007308675,0.00656236,0.420436,0.00391951,0.0002112989,0.001820342,0.001947846,0.0002366484,0.01558438,0.009495653,0.5395097],"study_design_scores_gemma":[0.0001007657,0.0001909492,0.02803401,0.7827832,0.01029076,0.0005222349,0.004387643,0.000300769,0.0003948975,0.005995827,0.1669251,0.00007396497],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001206534,0.9971845,0.0001080947,0.0006258956,0.00006062388,0.00002725661,0.0001356994,0.000002903963,0.0006484774],"genre_scores_gemma":[0.01390409,0.9855079,0.0002270238,0.0001864532,0.00002945727,0.00002950639,0.0000735547,0.000001583502,0.00004041007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02034973,"threshold_uncertainty_score":0.04685235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119144499085627,"score_gpt":0.5653047143770622,"score_spread":0.4461602152914352,"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."}}