{"id":"W4387009716","doi":"10.1016/j.jcin.2023.07.015","title":"Cardiac Death After Transcatheter Aortic Valve Replacement With Contemporary Devices","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center; St. Michael's Hospital; Université Laval","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Ejection fraction; Heart failure; Sudden cardiac death; Valve replacement; Left bundle branch block; Atrial fibrillation; Cause of death; Incidence (geometry); Disease; Stenosis","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0004369094,0.0003327133,0.0008277423,0.0002630505,0.0001249239,0.00006888084,0.00009595351,0.00009015694,0.0002347517],"category_scores_gemma":[0.00002259016,0.0002612909,0.03000514,0.0004550823,0.00005933025,0.0001578074,0.0000681531,0.000160611,0.0005439986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335961,"about_ca_system_score_gemma":0.0001066849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001601405,"about_ca_topic_score_gemma":0.000005027236,"domain_scores_codex":[0.9976391,0.0001676717,0.0004477513,0.0006256498,0.0007037169,0.0004161242],"domain_scores_gemma":[0.9982904,0.00003656567,0.0000718306,0.001139115,0.0001756971,0.0002864125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007395722,0.0007146019,0.8508908,0.001167618,0.1362818,0.0001577862,0.0003679964,0.00007838928,0.00001102308,0.00005814363,0.003163523,0.006368726],"study_design_scores_gemma":[0.002910844,0.0005125998,0.960619,0.0009842243,0.01822501,0.00003577957,0.0004177034,0.0000158584,0.00005317778,0.00003166855,0.01587083,0.0003233097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489794,0.04225001,0.0008812523,0.0002191361,0.0005296136,0.001813893,0.0003184313,0.0004314082,0.00457684],"genre_scores_gemma":[0.9961199,0.0003152578,0.0001247643,0.0001182612,0.0001752742,0.001186382,0.0005030987,0.00008121585,0.001375911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1180568,"threshold_uncertainty_score":0.9999839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0382385985220938,"score_gpt":0.3337937024930535,"score_spread":0.2955551039709597,"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."}}