{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0002937536,0.0001402596,0.0005928114,0.0001614061,0.00008354263,0.000006238428,0.00004472548,0.00003422486,0.0008158404],"category_scores_gemma":[0.00004604125,0.0001079236,0.01944176,0.0001822857,0.00004902073,0.0000400539,0.00004478607,0.00009357517,0.000002288712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583906,"about_ca_system_score_gemma":0.00005271915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009570408,"about_ca_topic_score_gemma":7.031064e-7,"domain_scores_codex":[0.9984782,0.0001676502,0.0004477417,0.0002638179,0.0005164545,0.000126166],"domain_scores_gemma":[0.9990944,0.00005526711,0.0001218769,0.0005374348,0.0000955167,0.00009548023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005435258,0.001462939,0.9418101,0.0002476994,0.0437379,0.000007340449,0.0001741002,0.00408051,0.00002835789,0.0001009484,0.00003689993,0.00776966],"study_design_scores_gemma":[0.003603925,0.0009474164,0.989266,0.00009093271,0.00557548,0.00004533506,0.00007467034,0.0001264784,0.00001645798,0.00004200385,0.0001237535,0.00008757469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962493,0.001921852,0.0004311383,0.00002209596,0.00009248679,0.000662787,0.0002954086,0.00002007196,0.000304863],"genre_scores_gemma":[0.9994794,0.00003462128,0.00003032506,0.000007014814,0.00001594788,0.0001239225,0.0001713134,0.00001845112,0.0001189735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04745585,"threshold_uncertainty_score":0.9903783,"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."}}