{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006142915,0.0003126664,0.003182061,0.0001705576,0.0004080358,0.00004152434,0.001063455,0.0003449382,0.0000399103],"category_scores_gemma":[0.005896282,0.0002569067,0.0004356886,0.002402721,0.0006303668,0.0001552725,0.0002220542,0.0004699797,0.00003454912],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008478492,"about_ca_system_score_gemma":0.03102557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1133689,"about_ca_topic_score_gemma":0.006791995,"domain_scores_codex":[0.9936008,0.001534625,0.002061695,0.0004987151,0.001119645,0.00118448],"domain_scores_gemma":[0.9946682,0.001745248,0.00217253,0.000751087,0.0003552126,0.0003076876],"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":[0.000008121373,0.00002057174,0.000004015621,0.5994005,0.00002078196,0.000001186973,0.001100558,4.371881e-8,2.888287e-9,0.00739121,0.001423901,0.3906291],"study_design_scores_gemma":[0.0001290487,0.00004147946,0.000008745558,0.5148284,0.00002004646,3.88894e-7,0.00004927924,4.258803e-8,1.51131e-7,0.0000322793,0.4847921,0.00009797629],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001370297,0.9840668,0.000002656966,0.008535146,0.0001989765,0.003095389,0.001449556,0.00003057713,0.002619479],"genre_scores_gemma":[0.00004016322,0.9960698,0.0000383862,0.0006587991,0.000394634,0.0001406769,0.00003212185,0.00002197727,0.002603418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4833682,"threshold_uncertainty_score":0.9999883,"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."}}