{"id":"W4206557180","doi":"10.1161/circinterventions.121.011375","title":"Impact of Frailty and Prefrailty on Outcomes of Transcatheter or Surgical Aortic Valve Replacement","year":2022,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Stenosis; Aortic valve replacement; Valve replacement; Cohort; Aortic valve stenosis; Cohort study; Aortic valve","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":[0.005424313,0.0003325529,0.0005550253,0.0003188277,0.0002126914,0.0005625077,0.0004110423,0.0004897686,0.00161561],"category_scores_gemma":[0.01063378,0.0001334386,0.001690351,0.0002782689,0.0004598811,0.0004710684,0.0004800238,0.0009722998,0.00008118327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003960744,"about_ca_system_score_gemma":0.00045548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009906722,"about_ca_topic_score_gemma":0.001451912,"domain_scores_codex":[0.9977666,0.001350324,0.0001926955,0.0002753886,0.0002176605,0.0001973452],"domain_scores_gemma":[0.990265,0.005275015,0.002816554,0.0004800128,0.0002302048,0.0009332992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06279547,0.000930411,0.882992,0.0005129551,0.005922555,0.00007429632,0.00008590591,0.002218339,0.0005349927,0.0002323301,0.0005129816,0.04318788],"study_design_scores_gemma":[0.001347466,0.007807225,0.9860359,0.0001064835,0.001923696,0.0001262644,0.00003359863,0.001624494,0.0002571501,0.000337302,0.0003858366,0.0000145833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955088,0.003367509,0.0002121976,0.0002795692,0.00002647114,0.00001829152,0.0002278733,0.00000407345,0.0003552655],"genre_scores_gemma":[0.9994351,0.0002324629,0.00006441953,0.00005128304,0.00002300141,0.00001099316,0.0001440977,9.807014e-7,0.00003763232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005424313,"threshold_uncertainty_score":0.02868682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05908799537677908,"score_gpt":0.3913813260773218,"score_spread":0.3322933307005427,"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."}}