{"id":"W4388629464","doi":"10.3390/life13112204","title":"The Feasibility of Less-Invasive Bentall Surgery: A Real-World Analysis","year":2023,"lang":"en","type":"article","venue":"Life","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Bentall procedure; Surgery; Cardiopulmonary bypass; Concomitant; Cardiac surgery; Aortic cross-clamp; Aortic valve replacement; Aortic valve; Endocarditis; Median sternotomy; Aortic root; Anesthesia; Cardiology; Aorta","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":[0.0008572681,0.00009858822,0.0005025085,0.0002697677,0.00007606571,0.000009399831,0.00006925779,0.0000413873,0.00005646544],"category_scores_gemma":[0.0003471781,0.00006838354,0.0007052467,0.001853863,0.0001037289,0.00003324735,0.00006039917,0.00009079068,0.00001935645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004612127,"about_ca_system_score_gemma":0.0001810872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00081908,"about_ca_topic_score_gemma":0.00111486,"domain_scores_codex":[0.9988647,0.0001033119,0.0003318877,0.0002044403,0.0002937622,0.0002018812],"domain_scores_gemma":[0.997976,0.001147941,0.0001099646,0.0005581525,0.00009189971,0.0001160614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001291934,0.00004177082,0.9716144,0.00003412316,0.0005378312,0.000026449,0.00006904417,0.00000243738,0.0003054072,0.0003310595,0.02301239,0.003895912],"study_design_scores_gemma":[0.00007649813,0.00002666221,0.9941843,0.00002623017,0.0004395761,0.000001477114,0.0004045183,0.00003169557,0.001286055,0.0002279444,0.003226806,0.00006819172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899672,0.0001462176,0.00001431173,0.001717072,0.0001178842,0.0002137506,0.00003314062,0.0002311628,0.007559256],"genre_scores_gemma":[0.9964339,0.0009112695,0.00001947773,0.0002377183,0.00008059145,0.00002925467,0.0001009467,0.00001173812,0.00217516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02256997,"threshold_uncertainty_score":0.27886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06795423457769792,"score_gpt":0.3338140144679113,"score_spread":0.2658597798902134,"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."}}