{"id":"W3035627553","doi":"10.1016/j.jcin.2020.04.029","title":"Reoperation After Transcatheter Aortic Valve Replacement","year":2020,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation","funders":"National Institutes of Health; Duke Clinical Research Institute; U.S. Food and Drug Administration; Edwards Lifesciences; National Heart, Lung, and Blood Institute; Medtronic; Abbott Laboratories","keywords":"Medicine; Valve replacement; Stenosis; Interquartile range; Surgery; Cardiac surgery; Aortic valve replacement; Aortic valve stenosis; Aortic valve; Mortality rate; Cardiology","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_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001635393,0.0001985588,0.0004659641,0.00006723496,0.00007424645,0.00005207891,0.00005972378,0.00006561857,0.001082111],"category_scores_gemma":[0.0000563229,0.000176994,0.03006245,0.0001825662,0.00002963265,0.0001157891,0.00004127106,0.0001286825,0.0004931648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009655067,"about_ca_system_score_gemma":0.00003700593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000274623,"about_ca_topic_score_gemma":0.000001635294,"domain_scores_codex":[0.9984066,0.0001027506,0.0003848932,0.0004504818,0.0004303601,0.00022494],"domain_scores_gemma":[0.9989385,0.000009529697,0.00003963273,0.0006050941,0.0001251788,0.000282063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003830934,0.005071912,0.4838354,0.004942815,0.3670906,0.0002265089,0.004310543,0.0009742635,0.0005121034,0.0004782747,0.01490949,0.1138171],"study_design_scores_gemma":[0.0077513,0.001329119,0.9157723,0.0007479901,0.04403397,0.00007872291,0.0003636866,0.0002821955,0.0004710772,0.00005783545,0.02855055,0.0005613168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415719,0.03065143,0.01959858,0.001998472,0.0005233326,0.001993192,0.0001560773,0.0002723348,0.003234669],"genre_scores_gemma":[0.997641,0.0001602961,0.0002936026,0.0007025966,0.0002600162,0.0004009456,0.0001816297,0.00003980708,0.0003201115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4319368,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043522168362332,"score_gpt":0.3258776990680406,"score_spread":0.2954424773844173,"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."}}