{"id":"W4396670568","doi":"10.1097/as9.0000000000000430","title":"Patient and Hospital Characteristics Associated with Admission Among Patients With Minor Isolated Extremity Firearm Injuries: A Propensity-Matched Analysis","year":2024,"lang":"en","type":"article","venue":"Annals of Surgery Open","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Propensity score matching; Medicine; Odds ratio; Emergency department; Confidence interval; Emergency medicine; Logistic regression; Retrospective cohort study; Poison control; Comorbidity; Injury Severity Score; Cohort; Injury prevention; Cohort study; Internal medicine; 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":[0.00122375,0.0003011402,0.0004474436,0.001358116,0.0004860728,0.0006692127,0.0004317679,0.0004181407,0.001938397],"category_scores_gemma":[0.004226001,0.0003273124,0.001231271,0.001568971,0.0002462122,0.0006700417,0.0006923566,0.0005208419,0.0002195473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598802,"about_ca_system_score_gemma":0.0005583214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002544744,"about_ca_topic_score_gemma":0.00261046,"domain_scores_codex":[0.9988709,0.0002229905,0.0001984865,0.0003320389,0.0002069667,0.0001685692],"domain_scores_gemma":[0.997741,0.0003141227,0.001307633,0.000265655,0.0001706994,0.0002009435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002299941,0.00004557575,0.9985239,0.000008185726,0.0001739677,0.000038388,0.0000241979,0.00007761869,0.00007764491,0.00002590266,0.0001007481,0.0006740193],"study_design_scores_gemma":[0.00004319878,0.0001937309,0.9973727,0.00001015469,0.0001563325,0.000236041,0.0001625289,0.001386733,0.0000831959,0.00007644467,0.0002704738,0.00000840195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987726,0.0001109738,0.0003238569,0.00002826753,0.000009849335,0.00003300337,0.000532069,0.000003992766,0.0001854257],"genre_scores_gemma":[0.9991469,0.00004192401,0.0001574975,0.00001994003,0.00001062034,0.00002170799,0.0005334368,0.000001931046,0.00006595397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002544744,"threshold_uncertainty_score":0.006484628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07331513272516609,"score_gpt":0.3379384249612242,"score_spread":0.2646232922360581,"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."}}