{"id":"W2081964645","doi":"10.1016/j.echo.2014.07.001","title":"Recovery of Left Ventricular Mechanics after Transcatheter Aortic Valve Implantation: Effects of Baseline Ventricular Function and Postprocedural Aortic Regurgitation","year":2014,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Ejection fraction; Speckle tracking echocardiography; Interquartile range; Stenosis; Aortic valve; Regurgitation (circulation); Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003689784,0.0001510091,0.0006827687,0.0001518036,0.00003376798,0.000006194934,0.00006634128,0.00004529536,0.000002793089],"category_scores_gemma":[0.00006720912,0.000104191,0.006509413,0.000523287,0.0001305139,0.00009230434,0.00001651679,0.0001164427,1.755939e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003096315,"about_ca_system_score_gemma":0.00004700631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000165649,"about_ca_topic_score_gemma":7.344735e-8,"domain_scores_codex":[0.9985533,0.0001515739,0.0005287384,0.0001336936,0.0004942936,0.0001384504],"domain_scores_gemma":[0.9981042,0.0001728084,0.001044999,0.0002253534,0.0003563147,0.00009632072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002564882,0.0006995269,0.9530941,0.001631274,0.01771029,0.000005886779,0.000434947,0.0003358195,0.009791278,0.00001028898,0.0004779293,0.0132438],"study_design_scores_gemma":[0.002129059,0.001992126,0.9814996,0.0004966247,0.009494176,0.00008597931,0.0003279707,0.0001955736,0.003108825,0.0005523736,0.00001861251,0.00009903951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888846,0.002620707,0.007886464,0.0001316501,0.0001762028,0.0002708951,0.00002077349,0.000004583609,0.000004119656],"genre_scores_gemma":[0.9977624,0.001088399,0.0007879803,0.0002476073,0.00008359917,0.00000439797,0.000007575861,0.00001652787,0.000001472446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02840557,"threshold_uncertainty_score":0.6564918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003496473082622169,"score_gpt":0.2407904549154387,"score_spread":0.2372939818328166,"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."}}