{"id":"W2783089525","doi":"10.1136/heartjnl-2017-312422","title":"Incidence, predictors and clinical outcomes of residual stenosis after aortic valve-in-valve","year":2018,"lang":"en","type":"article","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval; St. Paul's Hospital","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Stenosis; Incidence (geometry); Aortic valve; Body surface area; Body mass index; Aortic valve replacement; Prosthesis; Aortic valve stenosis; Surgery","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":[0.000631356,0.000227377,0.0002761479,0.0004538043,0.000186181,0.0004462741,0.0003238694,0.0004718024,0.001134372],"category_scores_gemma":[0.002794281,0.0001451601,0.0002361129,0.0003606913,0.0002946668,0.0002821707,0.0003742524,0.0005250201,0.0001659422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200249,"about_ca_system_score_gemma":0.0001620333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004636819,"about_ca_topic_score_gemma":0.0005029461,"domain_scores_codex":[0.9995351,0.000101206,0.00006695429,0.000101656,0.0001017831,0.00009330596],"domain_scores_gemma":[0.9972602,0.0004908026,0.001427046,0.0001659698,0.0001424751,0.0005135665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008769431,0.00001562417,0.9990872,0.000004823606,0.00001721742,0.00008243084,0.000009729429,0.00001974096,0.0001063031,0.000005710066,0.00001395242,0.0005495479],"study_design_scores_gemma":[0.000003179407,0.0001183707,0.9988827,0.000002772595,0.00001163197,0.0007106349,0.000046822,0.0001244057,0.0000512608,0.00001705912,0.00002951951,0.000001691059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996217,0.0001557553,0.00003989339,0.00001328452,0.000002329291,0.0000013346,0.00005216155,0.000001776949,0.0001114934],"genre_scores_gemma":[0.9998282,0.00002908742,0.00001947772,0.000003997729,0.000008039741,7.370153e-7,0.00008487988,4.937217e-7,0.00002508195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001134372,"threshold_uncertainty_score":0.003794849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138451615441844,"score_gpt":0.389818998251598,"score_spread":0.3684344820971796,"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."}}