{"id":"W4306179233","doi":"10.1097/01.xcs.0000895404.88319.db","title":"Vascular Access Complications Associated with the Use of Resuscitative Endovascular Balloon Occlusion of the Aorta in Adult Trauma Patients: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Journal of the American College of Surgeons","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Incidence (geometry); Meta-analysis; Surgery; Subgroup analysis; Internal medicine","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":[0.01060575,0.002246991,0.01608506,0.009402111,0.0006900994,0.003336856,0.002055245,0.001924862,0.002715005],"category_scores_gemma":[0.02808219,0.001372985,0.03332105,0.01044742,0.0006185339,0.001680756,0.001416973,0.001298669,0.0002240136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178269,"about_ca_system_score_gemma":0.003319399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005425,"about_ca_topic_score_gemma":0.01251341,"domain_scores_codex":[0.9918543,0.003039608,0.002997392,0.0008475929,0.0009861615,0.0002750726],"domain_scores_gemma":[0.9793456,0.01475594,0.00342804,0.0005752168,0.001649756,0.0002454642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00101894,0.00002891143,0.0080343,0.4622449,0.5166707,0.0002100326,0.0001223949,0.0004037575,0.0001970014,0.00009604414,0.0005028988,0.01047018],"study_design_scores_gemma":[0.0002088376,0.0001549967,0.005996085,0.03115979,0.9605216,0.0001732382,0.00007246774,0.0001647317,0.00009659348,0.0001187208,0.001306603,0.00002635828],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006800145,0.9916925,0.0003606821,0.0001408079,0.00008199697,0.0002236824,0.000481763,0.0000181725,0.0002002561],"genre_scores_gemma":[0.1616703,0.8337662,0.001737966,0.0005747809,0.0002117045,0.0009642416,0.0008166623,0.00002203494,0.0002361376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01608506,"threshold_uncertainty_score":0.05608922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042906135945335,"score_gpt":0.3384849261222728,"score_spread":0.2341943125277393,"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."}}