{"id":"W4288066078","doi":"10.1097/shk.0000000000001515","title":"The Colombian Experience in Resuscitative Endovascular Balloon Occlusion of the Aorta (REBOA): The Progression From a Large Caliber to a Low-Profile Device at a Level I Trauma Center","year":2020,"lang":"en","type":"article","venue":"Shock","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Foothills Medical Centre; Canadian Armed Forces; University of Calgary","funders":"","keywords":"Medicine; Trauma center; Surgery; Blunt trauma; Blunt; Balloon; Occlusion; Balloon catheter; Aorta; Penetrating trauma; Retrospective cohort study","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":[],"consensus_categories":[],"category_scores_codex":[0.0003328343,0.0001563823,0.0002470563,0.00002614744,0.000264846,0.0000213678,0.0002804279,0.00008258535,0.00005138166],"category_scores_gemma":[0.0004184024,0.00007178872,0.0002039218,0.000485209,0.0001372508,0.00005465564,0.0003601256,0.0002390326,0.00002691262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008437332,"about_ca_system_score_gemma":0.00007885678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002352388,"about_ca_topic_score_gemma":0.001287969,"domain_scores_codex":[0.9981467,0.0002886653,0.0003300371,0.0003328597,0.0006047444,0.0002969512],"domain_scores_gemma":[0.9989811,0.0002437917,0.0001154518,0.0004274832,0.0001082902,0.000123877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.007822108,0.0006977077,0.3508043,0.0002983143,0.0004418037,0.0002240686,0.4063019,0.00007107864,0.1701679,0.000413435,0.03332068,0.02943668],"study_design_scores_gemma":[0.004968809,0.0002327642,0.8851706,0.001018649,0.0001159432,0.00000585446,0.01966923,0.002325586,0.04236293,0.00008404397,0.0437699,0.0002756426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873759,0.000361978,0.0000753437,0.009108195,0.0004679949,0.00157662,0.0001023556,0.00001878415,0.0009128858],"genre_scores_gemma":[0.9976719,0.00002073435,0.0002490896,0.001619641,0.0001363756,0.00009065141,0.00003293274,0.00001954532,0.0001591346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5343663,"threshold_uncertainty_score":0.2927459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002809651433113,"score_gpt":0.3118534695178302,"score_spread":0.281825373003499,"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."}}