{"id":"W2177027880","doi":"10.1093/ehjci/jev238","title":"Three-dimensional echocardiography vs. computed tomography for transcatheter aortic valve replacement sizing","year":2015,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Valve replacement; Medicine; Gold standard (test); Cardiac skeleton; Computed tomography; Radiology; Cardiology; Internal medicine; Aortic valve replacement; 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":[0.003909582,0.0005672708,0.0006451716,0.001146312,0.0001368097,0.001378094,0.0005164148,0.000734666,0.0009102339],"category_scores_gemma":[0.01346237,0.0002487928,0.0007037058,0.0006452423,0.0005079219,0.0006765691,0.0006029592,0.0005292675,0.0003407225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001853137,"about_ca_system_score_gemma":0.0001700108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003922373,"about_ca_topic_score_gemma":0.0006512282,"domain_scores_codex":[0.9982509,0.0006782035,0.0002781219,0.0003742867,0.0003416517,0.00007683854],"domain_scores_gemma":[0.9898742,0.005362619,0.002606599,0.0008417878,0.0007621815,0.0005526911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007105562,0.00002802258,0.990539,0.00003272652,0.0001120059,0.00008453947,0.00007588845,0.000211548,0.001185928,0.00002901331,0.00005175547,0.006939089],"study_design_scores_gemma":[0.00007342188,0.0007408095,0.9884228,0.00005266838,0.0001967255,0.002212039,0.0002052515,0.005901314,0.00171557,0.0001537078,0.00029335,0.00003221418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968162,0.001120384,0.001299581,0.00007215311,0.00003954056,0.00001237055,0.0001644814,0.00001825737,0.0004570316],"genre_scores_gemma":[0.9983443,0.0001831776,0.001219431,0.0000330503,0.00003324782,0.000007972237,0.0001134436,0.000003974213,0.00006139233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003909582,"threshold_uncertainty_score":0.02067614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078113316296882,"score_gpt":0.3005263010897142,"score_spread":0.2697451679267454,"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."}}