{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001116826,0.0002565474,0.0002153975,0.0009106303,0.0002034068,0.0006468629,0.0003408699,0.0003856871,0.001897386],"category_scores_gemma":[0.006347926,0.0001819184,0.0005444363,0.0005424357,0.0003957732,0.000708679,0.0005110783,0.0003666976,0.0003045611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092261,"about_ca_system_score_gemma":0.0001892897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005290388,"about_ca_topic_score_gemma":0.0006527581,"domain_scores_codex":[0.9992012,0.0002559841,0.0001415899,0.000137486,0.0001721905,0.00009149757],"domain_scores_gemma":[0.9901902,0.00281858,0.00557712,0.0003405754,0.0004829587,0.000590674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002806136,0.00002216778,0.9962589,0.00002191715,0.00005008452,0.0001600505,0.00003656209,0.0001073683,0.0003216824,0.00001606684,0.00003966533,0.002684935],"study_design_scores_gemma":[0.00001108348,0.0003233687,0.9971052,0.000008884022,0.00003228084,0.00152719,0.0001472864,0.000461936,0.0001455061,0.00001706151,0.0002124597,0.000007778776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993612,0.0001843861,0.0001173515,0.0000153726,0.000002283179,0.000004883028,0.0001092635,0.000002046951,0.0002032703],"genre_scores_gemma":[0.9996077,0.00007016041,0.00009274848,0.000006926057,0.00001037713,0.000004483772,0.0001762642,0.00000163229,0.00002965901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001897386,"threshold_uncertainty_score":0.006347418,"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."}}