{"id":"W3204861470","doi":"10.1016/j.athoracsur.2021.09.006","title":"How Can We Improve Long-Term Surgical Outcomes in Patients With Ischemic Mitral Regurgitation and Cardiomyopathy?","year":2021,"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":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Mitral regurgitation; Functional mitral regurgitation; Cardiology; Internal medicine; Term (time); Cardiomyopathy; Ischemic cardiomyopathy; Mitral valve; Heart failure; Ejection fraction","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":[0.00224919,0.0004539101,0.001375108,0.0007285696,0.00322146,0.003038053,0.001158625,0.02389022,0.006127391],"category_scores_gemma":[0.02364208,0.0003324993,0.001381675,0.0005534284,0.001693058,0.003823878,0.001357511,0.0216393,0.003167615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002220903,"about_ca_system_score_gemma":0.0038788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004642126,"about_ca_topic_score_gemma":0.01185342,"domain_scores_codex":[0.9982452,0.0005234994,0.0002695287,0.0001465919,0.0004021735,0.000412962],"domain_scores_gemma":[0.9924245,0.003125462,0.0005642406,0.0001499096,0.001070337,0.002665598],"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":[0.0004006674,0.000607456,0.0256661,0.0002886279,0.0001765646,0.008992537,0.0006228764,0.000296103,0.0005053991,0.005644397,0.8629383,0.09386092],"study_design_scores_gemma":[0.001754678,0.001200547,0.05594278,0.003873119,0.000444632,0.01997091,0.005226846,0.001821504,0.0005493151,0.07160262,0.8372834,0.0003295965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001422887,0.002636146,0.00005929358,0.9862112,0.007707533,0.000003408239,0.00002303915,0.000009835833,0.001926642],"genre_scores_gemma":[0.02118885,0.007061366,0.0003527873,0.878408,0.09015773,0.00003255727,0.0000684301,0.00001426544,0.002716089],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02389022,"threshold_uncertainty_score":0.02049816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405283242770996,"score_gpt":0.3457970993954229,"score_spread":0.3052687751183232,"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."}}