{"id":"W3135881601","doi":"10.1080/24748706.2021.1895456","title":"1-Year Outcomes following Bioprosthetic Valve Fracture to Facilitate Valve-in-Valve Transcatheter Aortic Valve Replacement","year":2021,"lang":"en","type":"article","venue":"Structural Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Hemodynamics; Medicine; Valve replacement; Cardiology; Heart valve; Internal medicine; Aortic valve; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001539036,0.0005084557,0.0009484511,0.0001727144,0.0001491151,0.00007092593,0.0001036547,0.0001552869,0.000657054],"category_scores_gemma":[0.0000963835,0.0004021276,0.008791918,0.0003905124,0.00004743104,0.0001324827,0.00007294861,0.0003150969,0.0002714833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978793,"about_ca_system_score_gemma":0.0001588811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000238768,"about_ca_topic_score_gemma":0.00002101162,"domain_scores_codex":[0.9969068,0.0001097543,0.0005814383,0.0008909593,0.0007154187,0.0007956903],"domain_scores_gemma":[0.9983616,0.00008394309,0.00006204489,0.0008400002,0.0001241278,0.0005282853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002114446,0.0001373135,0.9910345,0.0001350637,0.003272047,0.00004613804,0.001903399,0.000048297,0.0008208875,0.00002681805,0.0003309136,0.002033162],"study_design_scores_gemma":[0.003336299,0.0003761158,0.9904051,0.00019691,0.001800976,0.00004096602,0.0007121136,0.00001505262,0.0008396816,0.0005353444,0.001327258,0.0004142112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937366,0.001739532,0.00002018042,0.001842796,0.0008003986,0.001140724,0.0001563783,0.0001010068,0.0004623576],"genre_scores_gemma":[0.9952719,0.00001395612,0.0007248767,0.002458953,0.00008374407,0.00008752856,0.0002051867,0.00006603933,0.001087774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007843466,"threshold_uncertainty_score":0.9998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032251111307918,"score_gpt":0.3346930998034136,"score_spread":0.3143705886903344,"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."}}