{"id":"W3008945270","doi":"10.1097/shk.0000000000001529","title":"Endovascular Resuscitation and Trauma Management (EVTM)—Practical Aspects and Implementation","year":2020,"lang":"en","type":"article","venue":"Shock","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Foothills Medical Centre; Canadian Armed Forces; University of Calgary","funders":"","keywords":"Resuscitation; Embolization; Endovascular treatment; Hemodynamics; Major trauma","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":[0.0002075784,0.0001440518,0.0001922467,0.00008905883,0.00008753405,0.00005510105,0.00003012514,0.00005427618,0.00008994628],"category_scores_gemma":[0.0001041281,0.0001430953,0.00004220395,0.0001977309,0.00004989536,0.0001724123,0.0000451305,0.0001358066,0.00003501357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005668825,"about_ca_system_score_gemma":0.00002430954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001917094,"about_ca_topic_score_gemma":0.00003170729,"domain_scores_codex":[0.9987093,0.00006496955,0.0002602722,0.0003922635,0.0003647887,0.0002083576],"domain_scores_gemma":[0.9994281,0.00007201547,0.00006768662,0.0001495391,0.00006367877,0.0002189833],"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":[0.001032648,0.0001530934,0.01160744,0.00139264,0.0004977821,0.0005612408,0.00735061,0.000007307078,0.008842329,0.02191313,0.007266251,0.9393755],"study_design_scores_gemma":[0.01208271,0.001354736,0.9228101,0.0001352037,0.0009139841,0.0001816467,0.01484967,0.001541812,0.01180529,0.003372738,0.03043976,0.0005122934],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577263,0.0006082621,0.006322337,0.02655616,0.0001405739,0.001351957,0.00001331726,0.0001563387,0.007124762],"genre_scores_gemma":[0.9805986,0.0002242882,0.0176259,0.00126459,0.0001292694,0.00002291878,0.00007714771,0.0000241007,0.00003315146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9388632,"threshold_uncertainty_score":0.5835257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03471420913927958,"score_gpt":0.3279628320280681,"score_spread":0.2932486228887885,"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."}}