{"id":"W4398223888","doi":"10.1016/j.xjtc.2024.05.009","title":"Challenging decision-making in small aortic annulus with recurrent left ventricular outflow tract obstruction: Ross and hybrid arch frozen elephant trunk repair","year":2024,"lang":"en","type":"article","venue":"JTCVS Techniques","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Elephant trunks; Ventricular outflow tract obstruction; Aortic arch; Cardiac skeleton; Medicine; Arch; Anatomy; Trunk; Cardiology; Outflow; Annulus (botany); Internal medicine; Surgery; Aorta; Geology; Engineering; Materials science; Structural engineering; Biology; Aortic root","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":[0.0002841297,0.0002652285,0.0003805922,0.0003320406,0.00008050173,0.00006548838,0.00006793221,0.00008193461,0.00002704628],"category_scores_gemma":[0.00005955536,0.0001940722,0.0001360642,0.0002297712,0.00006886535,0.0001550053,0.00005809929,0.0002806406,0.000004049907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780902,"about_ca_system_score_gemma":0.00008624868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003242539,"about_ca_topic_score_gemma":0.00002209948,"domain_scores_codex":[0.9984002,0.0000342793,0.0003642691,0.0005647046,0.000264638,0.000371959],"domain_scores_gemma":[0.9993324,0.0001169826,0.00005786135,0.0003176037,0.00004248702,0.0001326263],"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":[0.0005858946,0.0008239431,0.1239554,0.0006043362,0.0003799863,0.009973087,0.000907482,0.000005556133,0.0001187529,0.0003523295,0.0001793985,0.8621138],"study_design_scores_gemma":[0.005277486,0.006279829,0.8200862,0.03495775,0.003965928,0.01107049,0.00217839,0.05357113,0.0250887,0.0185643,0.0161438,0.002816031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834175,0.009925838,0.004036264,0.0002336492,0.00008188216,0.0008468328,0.000008931781,0.0009505881,0.0004985623],"genre_scores_gemma":[0.9833339,0.0007003816,0.01555291,0.00003319788,0.0001245976,0.000131665,0.00002539395,0.00004721676,0.00005069971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8592978,"threshold_uncertainty_score":0.7914035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609432979422276,"score_gpt":0.2878525335250941,"score_spread":0.2717582037308713,"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."}}