{"id":"W4304688526","doi":"10.1016/j.ypmed.2022.107300","title":"Revisiting a neglected public health priority: Research on gun violence prevention","year":2022,"lang":"en","type":"editorial","venue":"Preventive Medicine","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Gun violence; Public health; Occupational safety and health; Suicide prevention; Poison control; Injury prevention; Human factors and ergonomics; Environmental health; Criminology; Medical emergency; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.04963448,0.009087292,0.01394701,0.01621403,0.0116459,0.02416328,0.01112809,0.0730392,0.01756022],"category_scores_gemma":[0.1498185,0.004127975,0.008196073,0.008173545,0.0110918,0.01460076,0.006863378,0.06137598,0.01016505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01567287,"about_ca_system_score_gemma":0.02684463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312531,"about_ca_topic_score_gemma":0.03737801,"domain_scores_codex":[0.9639415,0.01133743,0.00593387,0.003774812,0.01298097,0.002031397],"domain_scores_gemma":[0.7613896,0.1450161,0.009691708,0.004892755,0.05914148,0.01986833],"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":[0.00003059924,0.00001265469,0.00002178692,0.0007694078,0.00005138928,0.00006661769,0.00003413601,0.0000152378,0.00002305306,0.000346711,0.9957373,0.002890929],"study_design_scores_gemma":[0.0004085031,0.00006854138,0.0004466072,0.006292015,0.000661433,0.0003931245,0.0003317596,0.0003530862,0.00009366021,0.004910883,0.9859415,0.00009882815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000007186994,0.008825122,0.00004894259,0.04136104,0.9494315,0.00001349735,0.00002773089,0.00002029683,0.000264749],"genre_scores_gemma":[0.0001134431,0.004257454,0.00006745911,0.03527147,0.9592923,0.00002313389,0.00001311536,0.00002072263,0.0009409109],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0730392,"threshold_uncertainty_score":0.2624954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2135821486274896,"score_gpt":0.5194869050524272,"score_spread":0.3059047564249376,"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."}}