{"id":"W4223584783","doi":"10.1016/j.jcin.2022.01.284","title":"Functional Status After Transcatheter and Surgical Aortic Valve Replacement","year":2022,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"Abbott Vascular; Boston Scientific Corporation; Edwards Lifesciences; Medtronic","keywords":"Medicine; Stenosis; Valve replacement; Aortic valve replacement; Aortic valve stenosis; Stroke (engine); Heart failure; Cardiology; Surgery; Cardiac surgery; Internal medicine","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":[0.0009635474,0.0004320586,0.00114519,0.001363846,0.0006626109,0.001283738,0.000669666,0.001083284,0.003185588],"category_scores_gemma":[0.003190164,0.0001576034,0.001761784,0.00109318,0.0008724756,0.001287912,0.0009459159,0.00128358,0.0006123803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008218947,"about_ca_system_score_gemma":0.0006636019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006874952,"about_ca_topic_score_gemma":0.007258385,"domain_scores_codex":[0.9991602,0.0001445503,0.00008874314,0.0001146544,0.0001120183,0.0003798919],"domain_scores_gemma":[0.9973106,0.0004859611,0.00049866,0.0001376576,0.0003792006,0.001187947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006023584,0.0005699649,0.9746699,0.00009932974,0.0006801871,0.001737607,0.0003760617,0.0004954559,0.0009952924,0.0001998874,0.0005751171,0.0135775],"study_design_scores_gemma":[0.00001891777,0.0006907454,0.9982386,0.00001067389,0.00008421527,0.0003095492,0.0001877737,0.0001087279,0.00004353409,0.00008923463,0.0002024499,0.0000155805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955112,0.0009782977,0.0000456853,0.0001708523,0.00007090212,0.00001183273,0.000598395,0.000004649393,0.002608397],"genre_scores_gemma":[0.9979333,0.0002176801,0.00001325313,0.00006297584,0.00008022442,0.000005830011,0.001021705,0.000001845307,0.0006632299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006874952,"threshold_uncertainty_score":0.01366985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206140224681517,"score_gpt":0.3094006940598324,"score_spread":0.2873392918130173,"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."}}