{"id":"W2080712285","doi":"10.1148/rg.346125076","title":"Preprocedural CT Evaluation of Transcatheter Aortic Valve Replacement: What the Radiologist Needs to Know","year":2014,"lang":"en","type":"review","venue":"Radiographics","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Valve replacement; Stenosis; Radiology; Aortic valve stenosis; valvular heart disease; Aortic valve replacement; Aortic valve; Percutaneous; Cardiology; Surgery","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":[0.001853062,0.001019812,0.00149519,0.004338162,0.0008021494,0.002474722,0.00144696,0.005418837,0.003054871],"category_scores_gemma":[0.008869041,0.0007750877,0.0009116525,0.001472628,0.001553024,0.005903915,0.00082451,0.005747518,0.002259011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008812789,"about_ca_system_score_gemma":0.001229733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003534783,"about_ca_topic_score_gemma":0.003627649,"domain_scores_codex":[0.9991723,0.0002088753,0.0002042884,0.00007613707,0.0002405158,0.00009798267],"domain_scores_gemma":[0.994846,0.002218292,0.0004087986,0.0002262677,0.001616994,0.0006836338],"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":[0.0001849368,0.0003176014,0.05483638,0.003163529,0.0002197641,0.05714189,0.0009650239,0.001025623,0.002638713,0.003172325,0.1444766,0.7318577],"study_design_scores_gemma":[0.0000940503,0.0003218208,0.07183034,0.01813972,0.0003407275,0.6071882,0.00524495,0.002128891,0.001394334,0.01442175,0.2785536,0.0003414824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03100642,0.7145808,0.02246143,0.1831705,0.01178981,0.0002115515,0.0004030554,0.0006490481,0.03572744],"genre_scores_gemma":[0.1437657,0.72553,0.02586729,0.04930311,0.05000285,0.0001611829,0.0006621083,0.0002249779,0.004482824],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005418837,"threshold_uncertainty_score":0.01021951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04801996054984519,"score_gpt":0.3997516947933066,"score_spread":0.3517317342434614,"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."}}