{"id":"W4388894665","doi":"10.1371/journal.pone.0294737","title":"Firearm injuries in Missouri","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Collaborative on Gun Violence Research; American College of Surgeons","keywords":"Medicine; Occupational safety and health; Injury prevention; Poison control; Suicide prevention; Medical emergency; Emergency medicine; Population; Emergency department; Public health; Human factors and ergonomics; Demography; Environmental health; Psychiatry","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":[0.0001459089,0.0001122426,0.0001276546,0.001102331,0.001136144,0.0004880448,0.0003183542,0.0003042003,0.00239926],"category_scores_gemma":[0.0007516071,0.0002079493,0.0001829998,0.001843822,0.0002016699,0.0002309425,0.0006282222,0.0004017584,0.0001726743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180475,"about_ca_system_score_gemma":0.001548145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2708985,"about_ca_topic_score_gemma":0.4677551,"domain_scores_codex":[0.9998171,0.00002022861,0.00001902707,0.00002851832,0.0000497163,0.00006537578],"domain_scores_gemma":[0.9993191,0.00005436877,0.0003520332,0.00002196896,0.0000930302,0.000159572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002655234,0.00005345608,0.9949933,0.00002113688,0.0000167173,0.0002418764,0.0002748129,0.00004304256,0.0001959244,0.00002230752,0.0005494955,0.003561351],"study_design_scores_gemma":[0.000001818765,0.00001935491,0.9988899,0.00002118049,0.000005165358,0.0001840626,0.000440372,0.00006181343,0.00002671978,0.00001386379,0.000333589,0.000002274912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976781,0.0002599484,0.00004547968,0.0001969013,0.000009254018,0.0000165432,0.0009964461,0.000007204095,0.0007900882],"genre_scores_gemma":[0.998117,0.0005767943,0.00006190188,0.0001125117,0.000008896838,0.00001131937,0.0005601248,0.000001759134,0.0005497645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2708985,"threshold_uncertainty_score":0.5386434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1842196499066263,"score_gpt":0.3719421974971834,"score_spread":0.1877225475905571,"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."}}