{"id":"W3011666608","doi":"10.1016/s0735-1097(20)32738-8","title":"ROLE OF EXERCISE STRESS ECHOCARDIOGRAPHY IN PREDICTING LONG-TERM HEMODYNAMIC AND FUNCTIONAL OUTCOME IN PATIENTS UNDERGOING SURGERY FOR CHRONIC ISCHAEMIC MITRAL VALVE REGURGITATION","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Mitral regurgitation; Stress Echocardiography; Hemodynamics; Functional mitral regurgitation; Regurgitation (circulation); Heart failure; Ejection fraction; Coronary artery disease","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":[0.001095542,0.0007168746,0.0006912882,0.0005295579,0.0003672447,0.001048149,0.0004949791,0.00125106,0.001005093],"category_scores_gemma":[0.005016097,0.000256969,0.0006170127,0.0003702742,0.0004763583,0.0009384817,0.0004900992,0.001110637,0.0002445241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298689,"about_ca_system_score_gemma":0.0003792353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756402,"about_ca_topic_score_gemma":0.003889297,"domain_scores_codex":[0.9996712,0.0001142359,0.0000448429,0.00004760536,0.0000504879,0.00007160615],"domain_scores_gemma":[0.9973097,0.001158735,0.0004402514,0.0001162176,0.0002191232,0.0007560518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007101259,0.0002098246,0.9953569,0.00001382023,0.0001128136,0.0001344337,0.00006281552,0.0001220221,0.0002038197,0.00001567183,0.00006584454,0.002991945],"study_design_scores_gemma":[0.00003608447,0.0005985061,0.9975803,0.00002232062,0.0001142721,0.0002325935,0.0002372759,0.0009411522,0.0000668148,0.00005422725,0.0001050984,0.00001139572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981306,0.0007383211,0.00007594722,0.0002557137,0.00005125759,0.000006463436,0.00008235467,0.000003232385,0.0006560555],"genre_scores_gemma":[0.9992517,0.0002733403,0.00007175612,0.00005609892,0.00008177959,0.000004361459,0.0001333986,0.000001283283,0.0001263032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001756402,"threshold_uncertainty_score":0.005793869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117336016406129,"score_gpt":0.2732332707740888,"score_spread":0.2620599106100275,"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."}}