{"id":"W2056226237","doi":"10.1016/j.jcmg.2011.12.013","title":"A Practical Guide to Multimodality Imaging of Transcatheter Aortic Valve Replacement","year":2012,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Fogarty International Center","keywords":"Valve replacement; Medicine; Modalities; Multimodality; Stenosis; Modality (human–computer interaction); Aortic valve stenosis; Radiology; Patient care; Treatment modality; Medical physics; Surgery; Nursing; Computer science","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001561372,0.0008602195,0.004306281,0.0003845148,0.00009330735,0.00006292308,0.0001882588,0.0001385776,0.0001067211],"category_scores_gemma":[0.0002677157,0.0007121749,0.038299,0.0004270352,0.00008506267,0.0002101491,0.0002117348,0.0004499267,0.0001751419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006652231,"about_ca_system_score_gemma":0.0004887278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002958384,"about_ca_topic_score_gemma":3.551709e-7,"domain_scores_codex":[0.9948544,0.0005059139,0.001334907,0.001111894,0.001311987,0.000880911],"domain_scores_gemma":[0.9959659,0.0001638508,0.0003356086,0.002515366,0.0003046642,0.0007146351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005536842,0.0004567176,0.008134319,0.01274269,0.0367133,0.00006120934,0.000102736,0.000002962983,9.16769e-7,0.000008233649,0.0006867969,0.9410347],"study_design_scores_gemma":[0.001645438,0.00003369954,0.004349926,0.006955265,0.1404365,0.0006148086,0.00007369547,0.00002689167,0.000006975879,0.000002962834,0.8451995,0.0006542997],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006286798,0.9890229,0.005399907,0.0001002994,0.0005226582,0.003150222,0.0001408725,0.0001036935,0.001496601],"genre_scores_gemma":[0.009224142,0.9827325,0.005749961,0.0001917555,0.0007198109,0.0006630779,0.000348881,0.0002696442,0.000100184],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9403805,"threshold_uncertainty_score":0.9995329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451703906336294,"score_gpt":0.4137664562038223,"score_spread":0.3685960655701929,"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."}}