{"id":"W4401366406","doi":"10.1016/j.circv.2024.07.002","title":"Valve-sparing root replacement. Toronto General Hospital experience","year":2024,"lang":"en","type":"article","venue":"Cirugía Cardiovascular","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Regurgitation (circulation); Perioperative; Bicuspid aortic valve; Bicuspid valve; Surgery; Aortic valve; Aortic root; Cardiology; Aortic valve replacement; Internal medicine; Aorta; Stenosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002786657,0.0004905704,0.0001613684,0.0003715501,0.0008268362,0.0005906167,0.0004216891,0.0003799302,0.005336026],"category_scores_gemma":[0.000739795,0.0002361912,0.0003557379,0.0007313093,0.0003561102,0.0003395372,0.0006752338,0.0003457203,0.0007367114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224822,"about_ca_system_score_gemma":0.002088607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06086044,"about_ca_topic_score_gemma":0.2130716,"domain_scores_codex":[0.9996547,0.00003510596,0.00003728623,0.00006008469,0.0001150676,0.00009777741],"domain_scores_gemma":[0.9992779,0.00005017022,0.0001229544,0.00004958535,0.00007093424,0.0004285064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005574266,0.0005559703,0.7083044,0.001039715,0.0003495941,0.03986727,0.004797547,0.001490302,0.01531961,0.00107565,0.01871829,0.2079242],"study_design_scores_gemma":[0.0001095758,0.001850617,0.8768714,0.0003074717,0.0001473864,0.07579685,0.001029884,0.000706293,0.001324874,0.0002491144,0.04152868,0.00007786271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596078,0.01366603,0.0007722147,0.00109241,0.0002299094,0.00006783398,0.0008506587,0.00007681819,0.02363638],"genre_scores_gemma":[0.988959,0.005781794,0.0006795925,0.0004742142,0.0001895113,0.00001262968,0.0008391023,0.00001400984,0.003050287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06086044,"threshold_uncertainty_score":0.1210123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599065327135905,"score_gpt":0.2638872341087136,"score_spread":0.2478965808373545,"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."}}