{"id":"W3001701175","doi":"10.1016/j.jcin.2019.08.015","title":"The Effect and Relationship of Frailty Indices on Survival 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":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Boston Scientific Corporation; Zafgen; Cardiovascular Systems; Medtronic; National Institutes of Health; U.S. Food and Drug Administration; Patient-Centered Outcomes Research Institute; Edwards Lifesciences; Society of Thoracic Surgeons; American College of Cardiology Foundation; Abbott Vascular; Abbott Laboratories","keywords":"Medicine; Proportional hazards model; Hazard ratio; Confounding; Valve replacement; Internal medicine; Myocardial infarction; Cardiology; Risk of mortality; Emergency medicine; Surgery; Confidence interval","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"],"consensus_categories":[],"category_scores_codex":[0.0004262733,0.0001645909,0.0004307104,0.0000531938,0.0001215409,0.0000325249,0.00006101944,0.00005792834,0.00006402382],"category_scores_gemma":[0.00020912,0.0001103975,0.01276609,0.0001448094,0.00008001436,0.00004900104,0.00004046433,0.0001543909,0.00003516489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003689887,"about_ca_system_score_gemma":0.00001698622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002625517,"about_ca_topic_score_gemma":0.00000321004,"domain_scores_codex":[0.9985068,0.0002746679,0.0003341034,0.0002990264,0.0004220204,0.0001633601],"domain_scores_gemma":[0.999011,0.000209698,0.00007024022,0.000497296,0.00005451859,0.0001572849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001117597,0.0002152231,0.9455605,0.0007275728,0.03481476,0.000007056551,0.0003875649,0.00004438042,0.000009087377,0.0001587042,0.0001532384,0.01680437],"study_design_scores_gemma":[0.002407728,0.001140815,0.9844691,0.0003120691,0.009829415,0.000005773677,0.0001067888,0.00001531147,0.0001108346,0.00004018136,0.001461655,0.0001003292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809893,0.01621314,0.0004823729,0.0004315572,0.000181441,0.0008392874,0.00006892499,0.00003467371,0.0007592522],"genre_scores_gemma":[0.9993349,0.0001341209,0.00002435235,0.00006137711,0.0000835743,0.0002165489,0.00003782906,0.00002263008,0.00008471364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03890865,"threshold_uncertainty_score":0.9971208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392789411699195,"score_gpt":0.333875929410534,"score_spread":0.299948035293542,"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."}}