{"id":"W2054527867","doi":"10.1177/108925320400800106","title":"Management of the Ascending Aorta in Routine Cardiac Surgery","year":2004,"lang":"en","type":"article","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Ascending aorta; Medicine; Cardiopulmonary bypass; Aorta; Cardiology; Cardiac surgery; Internal medicine; Revascularization; Thoracic aorta; Surgery; Myocardial infarction","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":[0.001628618,0.0001993096,0.0008083301,0.000210613,0.00004065951,0.000009855929,0.00008704083,0.000127615,0.0000048771],"category_scores_gemma":[0.00001730042,0.0001586945,0.0006742553,0.0005860834,0.00009754121,0.00006967521,0.00006114161,0.0002126686,0.000001148881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458269,"about_ca_system_score_gemma":0.00006581952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00016264,"about_ca_topic_score_gemma":0.000002589218,"domain_scores_codex":[0.9984435,0.0001728049,0.0003919445,0.0003251596,0.0003733108,0.0002932225],"domain_scores_gemma":[0.9992217,0.0000699122,0.00007410456,0.0005421801,0.00002661946,0.00006547278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001074998,0.00009244003,0.9139153,0.0003763053,0.0001914318,0.0009534172,0.0002873307,0.00004833369,0.0001049769,0.0005238621,0.0001147169,0.08328439],"study_design_scores_gemma":[0.0003028858,0.00002851372,0.9893883,0.002386766,0.0002124166,0.000317358,0.0006019645,0.00000551479,0.00184512,0.0001597276,0.00455222,0.0001992415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880782,0.009262255,0.00007656569,0.0004190652,0.00008267204,0.0005186889,0.000001731256,0.00003858266,0.001522226],"genre_scores_gemma":[0.9908292,0.008312516,0.0005786151,0.00007582948,0.00003939643,0.00004640602,0.000008137343,0.00002747447,0.00008246531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08308516,"threshold_uncertainty_score":0.6471373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009829244588058146,"score_gpt":0.2615482175060384,"score_spread":0.2517189729179802,"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."}}