{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009446905,0.000391422,0.001263481,0.001135363,0.0002024362,0.00008541202,0.00008762679,0.00009308398,0.000005335721],"category_scores_gemma":[0.000008860081,0.000305161,0.006997333,0.001066151,0.0000895739,0.0003565037,0.000009043561,0.0002052005,1.026659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105627,"about_ca_system_score_gemma":0.000205519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000211213,"about_ca_topic_score_gemma":0.000004684367,"domain_scores_codex":[0.997324,0.0001914014,0.0008570775,0.0004071476,0.0007242404,0.0004961165],"domain_scores_gemma":[0.9980589,0.0002452246,0.0003981748,0.0003166619,0.0006530496,0.0003279507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05733883,0.002509095,0.8524933,0.0004940729,0.06873695,0.000005858228,0.001688918,0.004422214,0.00002483706,0.00006573042,0.0001989058,0.0120213],"study_design_scores_gemma":[0.2428134,0.01155315,0.7166305,0.0006261172,0.02328633,0.0000724322,0.001363793,0.001337035,0.0005600521,0.0001682859,0.001037453,0.0005514448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6861893,0.01357489,0.2926971,0.0001881792,0.0002984295,0.006820839,0.0001696488,0.00004423994,0.0000173658],"genre_scores_gemma":[0.9544659,0.00007521328,0.04409897,0.00009233434,0.0003134928,0.0006200194,0.0002782316,0.00005528178,6.157488e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2682766,"threshold_uncertainty_score":0.99994,"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."}}