{"id":"W4400493366","doi":"10.1001/jamasurg.2024.2254","title":"Prehospital Partial Resuscitative Endovascular Balloon Occlusion of the Aorta for Exsanguinating Subdiaphragmatic Hemorrhage","year":2024,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Balloon; Surgery; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001823708,0.0006304821,0.001359496,0.000536583,0.0001932272,0.0001150972,0.0003431535,0.0009555505,0.00009420335],"category_scores_gemma":[0.00586758,0.0004742399,0.00168881,0.0007836279,0.0002410209,0.0002155566,0.0002326741,0.001793126,0.00004304871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003100621,"about_ca_system_score_gemma":0.0006130032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005718277,"about_ca_topic_score_gemma":0.00001026169,"domain_scores_codex":[0.9949204,0.0004338718,0.001412664,0.0009224641,0.001546079,0.0007645686],"domain_scores_gemma":[0.9934415,0.003891801,0.0008592689,0.001129027,0.0005680182,0.0001103949],"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":[0.0002689428,0.0001393206,0.002212838,0.0133049,0.0006194445,0.001919225,0.002262001,0.000008112963,0.001305473,0.00005806151,0.960543,0.01735867],"study_design_scores_gemma":[0.01043782,0.001471897,0.08189695,0.04066225,0.0124774,0.001413197,0.003653147,0.01049799,0.08064475,0.006654718,0.7447569,0.005432963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5305827,0.005250321,0.0006205893,0.4442434,0.01001693,0.006051444,0.0009516483,0.0003399158,0.001942979],"genre_scores_gemma":[0.8075966,0.0001402938,0.005060267,0.1628461,0.01391649,0.001268755,0.003749248,0.0007493989,0.004672855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2813973,"threshold_uncertainty_score":0.9997709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492819071280488,"score_gpt":0.273220260201832,"score_spread":0.2482920694890272,"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."}}