{"id":"W2135103974","doi":"10.1016/j.athoracsur.2013.06.049","title":"Prediction of Paravalvular Regurgitation After Transcatheter Aortic Valve Implantation by Computed Tomography: Value of Aortic Valve and Annular Calcification","year":2013,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Calcification; Regurgitation (circulation); Cardiology; Stenosis; Internal medicine; Aortic valve; Cardiac skeleton; Radiology; Aortic valve replacement","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":[0.001340165,0.0009956753,0.000744441,0.001504262,0.000424884,0.00164528,0.0008418839,0.001650211,0.001290585],"category_scores_gemma":[0.008043214,0.0005069035,0.0008139198,0.0009043464,0.0009720432,0.001370497,0.0006095806,0.001334753,0.0003212019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003111075,"about_ca_system_score_gemma":0.0005483718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163323,"about_ca_topic_score_gemma":0.00201281,"domain_scores_codex":[0.9993373,0.000197785,0.0001226303,0.00009650335,0.0001612514,0.00008452453],"domain_scores_gemma":[0.9934537,0.003109701,0.001427806,0.0003368087,0.0005975519,0.001074422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003957519,0.0000497421,0.9978404,0.000009687003,0.00006342078,0.00017812,0.00002670253,0.0001034488,0.0002415422,0.00002248675,0.00002249795,0.001046217],"study_design_scores_gemma":[0.00002808899,0.0003416727,0.9933876,0.00001970197,0.0002429707,0.001381012,0.0002609777,0.003593557,0.0004205838,0.0001497776,0.0001547217,0.0000192386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976342,0.0008533204,0.0002610534,0.0001222705,0.00003621677,0.000008616352,0.00007689351,0.000006885768,0.001000376],"genre_scores_gemma":[0.9993885,0.00018424,0.0001666668,0.00001858053,0.00005743724,0.000002362338,0.00006622319,0.000002078869,0.0001138524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001650211,"threshold_uncertainty_score":0.007087588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04024224885201985,"score_gpt":0.3476526197960641,"score_spread":0.3074103709440442,"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."}}