{"id":"W3016006031","doi":"10.1016/j.rec.2020.02.002","title":"Multimodality evaluation of transcatheter structural valve degeneration at long-term follow-up","year":2020,"lang":"es","type":"article","venue":"Revista Española de Cardiología (English Edition)","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Edwards Lifesciences; Medtronic","keywords":"Medicine; Cardiology; Hemodynamics; Internal medicine; Regurgitation (circulation); Aortic valve; Heart valve; Valve replacement; Subclinical infection; Radiology; 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":[0.0004849432,0.0003278355,0.0007105678,0.001378532,0.0002758869,0.0006571158,0.0002797505,0.0005302888,0.001451733],"category_scores_gemma":[0.001618223,0.00009181537,0.0006402538,0.000714109,0.0001689341,0.0006350257,0.0003593271,0.0004800858,0.0002819005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174471,"about_ca_system_score_gemma":0.0003020203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661656,"about_ca_topic_score_gemma":0.002060555,"domain_scores_codex":[0.9997794,0.00003357424,0.00003825,0.00004601895,0.00004519843,0.0000576012],"domain_scores_gemma":[0.9993097,0.0001251363,0.000188378,0.0000358983,0.0002109078,0.0001301067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009457237,0.0001951642,0.9495757,0.0001315262,0.0003097173,0.002681368,0.0002347028,0.0002352891,0.002144523,0.00009179828,0.0007640623,0.04269049],"study_design_scores_gemma":[0.00002234731,0.0004795484,0.9922981,0.0001089096,0.0003716171,0.004288855,0.00021855,0.0004307407,0.0004144699,0.0001727684,0.001169542,0.00002451329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828799,0.01024818,0.000689953,0.000382214,0.00007454613,0.00004965956,0.0009949532,0.00002082137,0.00465984],"genre_scores_gemma":[0.9942266,0.002681653,0.0005949286,0.0001026467,0.0001686871,0.00003465381,0.001139742,0.000005628225,0.001045428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001661656,"threshold_uncertainty_score":0.004856527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090698805672721,"score_gpt":0.3309654249058598,"score_spread":0.3000584368491326,"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."}}