{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007014554,0.00016475,0.0001988725,0.0002581044,0.0002315084,0.0003265926,0.000281064,0.0002009818,0.001227994],"category_scores_gemma":[0.002613027,0.0001296658,0.0003164725,0.0002659497,0.0002026474,0.0002780824,0.0003039823,0.0003584442,0.0001795751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634841,"about_ca_system_score_gemma":0.0005088351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096091,"about_ca_topic_score_gemma":0.001920742,"domain_scores_codex":[0.9996015,0.0001343769,0.00004369651,0.00006570805,0.00007193688,0.00008270098],"domain_scores_gemma":[0.9986878,0.0001980308,0.0007934522,0.00008105517,0.00006099594,0.000178696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001501265,0.0002460408,0.9930535,0.00004685969,0.00007491757,0.0001622293,0.00008311685,0.00005770215,0.0005861648,0.00002940809,0.0001269673,0.004031718],"study_design_scores_gemma":[0.0001211268,0.002255743,0.9964548,0.00001707906,0.00003715891,0.0004541348,0.00007999456,0.0001279567,0.0002115052,0.0000166147,0.0002202062,0.00000372173],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995537,0.00007918997,0.00006301604,0.00002663973,0.000004080919,0.00002750395,0.0001208925,0.000001715831,0.000123277],"genre_scores_gemma":[0.999465,0.0001152712,0.0001061281,0.00001523405,0.00001142642,0.00002515324,0.0001545929,4.990459e-7,0.0001066363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001227994,"threshold_uncertainty_score":0.004108071,"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."}}