{"id":"W4391294492","doi":"10.1016/j.heliyon.2024.e25235","title":"Aortic arch rupture in a patient with Marfan syndrome and previous aortic root repair: A stepwise approach to intraoperative catastrophe","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stornoway Diamond (Canada); Vancouver General Hospital","funders":"","keywords":"Medicine; Marfan syndrome; Aortic root; Aorta; Resuscitation; Thoracic aorta; Intensive care unit; Aortic rupture; Aortic arch; Surgery; Anesthesia; Cardiology; Aortic aneurysm; Intensive care medicine","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":[0.00008702272,0.0002746141,0.0003836937,0.0002421851,0.00004485236,0.00005347196,0.00004846332,0.00007611245,0.00003100524],"category_scores_gemma":[0.00002091571,0.000182256,0.00007499238,0.0005250988,0.00007248868,0.0001008009,0.00006171616,0.000254106,0.00003185689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130859,"about_ca_system_score_gemma":0.0001401877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008777242,"about_ca_topic_score_gemma":0.00007123306,"domain_scores_codex":[0.998338,0.00005676278,0.0002966532,0.0006236813,0.0003181116,0.0003667956],"domain_scores_gemma":[0.9992463,0.00003065291,0.0000272611,0.000344134,0.00003293754,0.0003187201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008974115,0.01232998,0.6310952,0.02170859,0.004603869,0.03871158,0.06605,0.0003846825,0.000628775,0.002042202,0.001546085,0.2119249],"study_design_scores_gemma":[0.006399322,0.01563035,0.9351304,0.01234951,0.003193883,0.00698428,0.005518434,0.01045783,0.0005559712,0.00008985114,0.002132904,0.001557249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883848,0.007859412,0.0001224164,0.0004101219,0.00003057825,0.00133591,0.00002373824,0.0001756976,0.001657339],"genre_scores_gemma":[0.9962917,0.0001001433,0.002226735,0.0001830863,0.00003161884,0.0005186751,0.00008167,0.00004493491,0.0005214451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3040352,"threshold_uncertainty_score":0.7432184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207452917337572,"score_gpt":0.249210636824448,"score_spread":0.2371361076510723,"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."}}