{"id":"W4410198688","doi":"10.1097/shk.0000000000002622","title":"A DELPHI CONSENSUS ALGORITHM FOR MODERN REBOA PROGRAMS: EMPLOYING A TITRATABLE CATHETER AND PARTIAL AORTIC OCCLUSION TO ADVANCE THE PROCEDURE","year":2025,"lang":"en","type":"article","venue":"Shock","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Delphi; Catheter; Medicine; Computer science; Algorithm; Surgery","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":[0.0002244551,0.00016445,0.000224439,0.0000757645,0.0002245954,0.00004943437,0.0000827866,0.00007796333,0.000002230825],"category_scores_gemma":[0.0002726792,0.0001203127,0.00006081898,0.0002651628,0.00006522606,0.00005178159,0.00006860098,0.0001392647,0.000005473903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007988427,"about_ca_system_score_gemma":0.0002119147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002893046,"about_ca_topic_score_gemma":0.0001043126,"domain_scores_codex":[0.9987743,0.00002973974,0.0002692507,0.0003844396,0.0001977014,0.0003445915],"domain_scores_gemma":[0.9992249,0.0001137379,0.00005744692,0.0003086932,0.0001871635,0.0001080687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006724645,0.0002152921,0.002790364,0.0004956569,0.00008478617,0.0000199004,0.004144442,0.0000483118,0.005695656,0.000137144,0.002040939,0.983655],"study_design_scores_gemma":[0.02126158,0.006082871,0.02721027,0.006030314,0.002212117,0.0005747161,0.01144179,0.7676063,0.04988323,0.01854339,0.08698684,0.002166555],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8655542,0.001633212,0.117457,0.008926451,0.0003313573,0.005435484,0.00004313163,0.0002237638,0.0003954053],"genre_scores_gemma":[0.9538803,0.00001960051,0.04306722,0.001541011,0.0001284656,0.0003751038,0.00003147131,0.0000356209,0.0009212185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9814885,"threshold_uncertainty_score":0.4906208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063528799347582,"score_gpt":0.3157471055148083,"score_spread":0.2951118175213325,"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."}}