{"id":"W3204112285","doi":"10.26676/jevtm.v40i(2).136","title":"Endovascular Versus Open: Emergency Department Resuscitative Endovascular Balloon Occlusion of the Aorta or Thoracotomy for Management of Post-Injury Noncompressible Torso Hemorrhage","year":2021,"lang":"en","type":"article","venue":"Journal of Endovascular Resuscitation and Trauma Management","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; University of Calgary; Foothills Medical Centre; University of Ottawa","funders":"","keywords":"Medicine; Thoracotomy; Aorta; Occlusion; Thoracic aorta; Shock (circulatory); Surgery; Anesthesia; Radiology","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":[0.0009865669,0.0001817166,0.000562973,0.0007255722,0.0001256452,0.0006155162,0.0003123664,0.0005462408,0.002290963],"category_scores_gemma":[0.002523393,0.00007769065,0.0006153117,0.0004732471,0.0003417188,0.0008888121,0.000221295,0.0005413425,0.0003462584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236898,"about_ca_system_score_gemma":0.0006292978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002545517,"about_ca_topic_score_gemma":0.0006579609,"domain_scores_codex":[0.9995947,0.0001560098,0.0001019942,0.00004955728,0.00007027414,0.00002743349],"domain_scores_gemma":[0.9991598,0.0004877749,0.0001996533,0.00001794051,0.00008414088,0.00005071855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004740346,0.0003838576,0.005909572,0.03705771,0.000839473,0.0009202103,0.0002323022,0.0001974088,0.003564388,0.003314577,0.009036162,0.933804],"study_design_scores_gemma":[0.005083532,0.0193669,0.1057386,0.1143469,0.01581537,0.04380021,0.002130186,0.001637285,0.01275864,0.009711213,0.669332,0.0002792587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01160059,0.9835606,0.0003958386,0.001281937,0.0005856063,0.00003006744,0.00004197028,0.000008117957,0.002495367],"genre_scores_gemma":[0.09644359,0.8960134,0.001667771,0.002156688,0.002636675,0.00007887527,0.0001266324,0.000008981585,0.0008673521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002290963,"threshold_uncertainty_score":0.007664025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03488499147063371,"score_gpt":0.3359768945219594,"score_spread":0.3010919030513257,"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."}}