{"id":"W3089960591","doi":"10.1016/j.jacc.2020.08.034","title":"Association of Bioprosthetic Aortic Valve Leaflet Calcification on Hemodynamic and Clinical Outcomes","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":30,"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; China Scholarship Council","keywords":"Medicine; Cardiology; Internal medicine; Hemodynamics; Calcification; Leaflet (botany); Aortic valve","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001493446,0.0004445591,0.000731396,0.0009676969,0.0005861195,0.001373094,0.0007162876,0.001676108,0.004589041],"category_scores_gemma":[0.005688695,0.0004361978,0.001378917,0.000988903,0.0006792163,0.001050735,0.0008298829,0.002851313,0.0004429905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003850481,"about_ca_system_score_gemma":0.0006574494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001599718,"about_ca_topic_score_gemma":0.002519553,"domain_scores_codex":[0.9988229,0.0002914391,0.0001598332,0.0002636896,0.0002014209,0.0002607348],"domain_scores_gemma":[0.9930606,0.002404228,0.002099553,0.0007641417,0.0005815011,0.001090118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004845642,0.0001236049,0.9966085,0.00002104347,0.0003609929,0.0001525432,0.0000422203,0.0000794607,0.0002121413,0.00007607166,0.0001190593,0.001719918],"study_design_scores_gemma":[0.0000224692,0.0001940212,0.9981785,0.00001149735,0.0002030757,0.0003426611,0.0001213666,0.0005238881,0.00005696709,0.0001655051,0.0001644875,0.00001562851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950981,0.001065726,0.0002563838,0.000376552,0.00007997796,0.00001031185,0.0004626574,0.00001527884,0.002635102],"genre_scores_gemma":[0.9986027,0.0002343619,0.0001180821,0.00006746509,0.0002073633,0.000009112062,0.0003626706,0.000004343543,0.0003939921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004589041,"threshold_uncertainty_score":0.01535189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861421927980043,"score_gpt":0.3524128431363142,"score_spread":0.3337986238565137,"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."}}