{"id":"W4385638658","doi":"10.1016/j.athoracsur.2023.06.031","title":"Aortic Valve Reimplantation or Aortic Root Replacement With a Valved Conduit?","year":2023,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Aortic root; Aortic valve; Surgery; Aortic valve replacement; Cardiology; Replantation; Population; Electrical conduit; Internal medicine; Aorta; Stenosis","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":[0.001564804,0.0005782107,0.001002525,0.000847897,0.003390074,0.003095951,0.001447726,0.05052397,0.01071154],"category_scores_gemma":[0.008885924,0.0004986934,0.001412198,0.0006746378,0.00253355,0.002618719,0.001500883,0.02476438,0.004213985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003104742,"about_ca_system_score_gemma":0.004239096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003412164,"about_ca_topic_score_gemma":0.01065245,"domain_scores_codex":[0.9985481,0.000278621,0.0001997786,0.0001971486,0.00037163,0.0004047912],"domain_scores_gemma":[0.9972579,0.001160087,0.0002421332,0.00009856196,0.0002336728,0.001007583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003487239,0.0002984388,0.008513988,0.0001956895,0.00008730045,0.09912005,0.0005895954,0.000467605,0.001186036,0.01991957,0.8273644,0.0419086],"study_design_scores_gemma":[0.0004715251,0.0003714368,0.007558802,0.00121645,0.0001445444,0.08820567,0.001454662,0.001844938,0.000629714,0.03409306,0.8638778,0.000131509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003086462,0.004137576,0.0002127981,0.9575824,0.01688605,0.00001633346,0.00004411434,0.00002107691,0.01801323],"genre_scores_gemma":[0.02683577,0.00451164,0.0004405233,0.8491192,0.1011453,0.00002945381,0.00006922764,0.00002759958,0.01782129],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05052397,"threshold_uncertainty_score":0.03583372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.138572247939721,"score_gpt":0.4367711122254789,"score_spread":0.2981988642857579,"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."}}