{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.250436,0.003978826,0.002406697,0.01010755,0.007077619,0.006943572,0.005863849,0.004682232,0.01184484],"category_scores_gemma":[0.1966383,0.002567825,0.004864891,0.005469594,0.007083203,0.00719899,0.01630076,0.00595825,0.004545136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01115222,"about_ca_system_score_gemma":0.03666903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003529214,"about_ca_topic_score_gemma":0.004724448,"domain_scores_codex":[0.6641875,0.2715316,0.03237,0.008790372,0.01780712,0.005313407],"domain_scores_gemma":[0.82189,0.08795763,0.01106661,0.00899948,0.0655409,0.004545452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003152492,0.001502838,0.0114191,0.01744492,0.0009836379,0.001559825,0.2436247,0.01841144,0.01107932,0.08948869,0.06945183,0.5318811],"study_design_scores_gemma":[0.005005228,0.003162097,0.01308083,0.02032804,0.0009339139,0.002581838,0.146607,0.1569954,0.011828,0.3027418,0.3350486,0.001687114],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05464854,0.00109602,0.6864323,0.01016684,0.000958603,0.2173104,0.0009419101,0.001204255,0.02724103],"genre_scores_gemma":[0.05545435,0.0003544422,0.8510713,0.0009184094,0.000060927,0.09022775,0.0003590999,0.0001103856,0.001443441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.250436,"threshold_uncertainty_score":0.9243459,"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."}}