{"id":"W1968926377","doi":"10.1016/j.jcct.2012.10.002","title":"Computed tomography–based sizing recommendations for transcatheter aortic valve replacement with balloon-expandable valves: Comparison with transesophageal echocardiography and rationale for implementation in a prospective trial","year":2012,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; Valve replacement; Regurgitation (circulation); Heart valve; Radiology; Aortic valve; Sizing; Balloon; Cardiology; Internal medicine; Stenosis","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":[0.02474914,0.001574863,0.002827453,0.0005158682,0.0005934321,0.002770752,0.001593851,0.003371573,0.003653948],"category_scores_gemma":[0.06076613,0.0008496062,0.002712945,0.0009846841,0.002842056,0.003262749,0.0009973339,0.004775254,0.0007076808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009160191,"about_ca_system_score_gemma":0.001236937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003982799,"about_ca_topic_score_gemma":0.0006297727,"domain_scores_codex":[0.9800945,0.01425308,0.001946343,0.002127444,0.001251462,0.0003271773],"domain_scores_gemma":[0.9217655,0.05956933,0.009214506,0.005019362,0.002071135,0.002360222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8602819,0.007280261,0.05970384,0.0008895526,0.006820951,0.00008864598,0.0006006937,0.002233706,0.00137046,0.001578511,0.0008723529,0.0582791],"study_design_scores_gemma":[0.6225997,0.2165792,0.105918,0.0007759991,0.01745352,0.0002917185,0.0005440033,0.02071906,0.004236886,0.005020788,0.005493469,0.0003676617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804366,0.007136603,0.00346375,0.002124151,0.001214586,0.001836272,0.0003331995,0.00005192826,0.003402935],"genre_scores_gemma":[0.9924853,0.001071019,0.003857658,0.0008329717,0.0006190286,0.0005315185,0.0002762883,0.00002080457,0.0003054138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02474914,"threshold_uncertainty_score":0.1308874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834970866364577,"score_gpt":0.3157527699333991,"score_spread":0.2974030612697534,"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."}}