{"id":"W196764548","doi":"10.1016/j.jcmg.2015.01.008","title":"Assessment of Paravalvular Regurgitation Following TAVR","year":2015,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":274,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Abbott Vascular; American College of Cardiology Foundation; St. Jude Medical; Boston Scientific Corporation; Edwards Lifesciences","keywords":"Cardiology; Medicine; Grading (engineering); Internal medicine; Regurgitation (circulation); Cineangiography; Modality (human–computer interaction); Radiology; Computer science; Engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001241128,0.0006218897,0.004648255,0.000391424,0.00007202273,0.00006118395,0.0001611593,0.0001715827,0.0000162608],"category_scores_gemma":[0.0001282336,0.0005271747,0.02810434,0.0005137533,0.00004729968,0.0001612006,0.0001297604,0.0003261947,0.00003797789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006427811,"about_ca_system_score_gemma":0.001043028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007300359,"about_ca_topic_score_gemma":1.019976e-7,"domain_scores_codex":[0.9960837,0.0003602318,0.0008480496,0.0007660359,0.001517801,0.0004241394],"domain_scores_gemma":[0.9973016,0.00007148843,0.0003529129,0.001634077,0.000325449,0.0003144739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004495924,0.0001112142,0.002478366,0.01005817,0.03550294,0.0004786064,0.00001863445,0.00002077246,2.911138e-7,0.00002935947,0.0004481151,0.9508491],"study_design_scores_gemma":[0.001834015,0.00003440654,0.002911131,0.01099302,0.0940827,0.0001773844,0.00006703065,0.00003336167,6.127741e-7,0.00002307184,0.8893985,0.0004447311],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006819993,0.9908636,0.0006034272,0.000007080568,0.0006726098,0.001702876,0.00007206338,0.00008743571,0.005922758],"genre_scores_gemma":[0.003018957,0.9937314,0.001256633,0.00001794904,0.0003566327,0.0002233705,0.001118635,0.000165749,0.0001106861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9504043,"threshold_uncertainty_score":0.999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412499191842973,"score_gpt":0.4308433119225526,"score_spread":0.3895933927382553,"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."}}