{"id":"W2946311471","doi":"10.4244/eij-d-18-00947","title":"Impact of implant depth on hydrodynamic function with the ACURATE <i>neo</i> transcatheter heart valve following valve-in-valve transcatheter aortic valve replacement in Mitroflow bioprosthetic valves: an ex vivo bench study","year":2019,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Valve replacement; Implant; Heart valve; Aortic valve; Cardiology; Internal medicine; Ejection fraction; Surgery; Heart failure; 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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0009348146,0.0007020999,0.001039201,0.0005799236,0.0000992916,0.00007515676,0.0002150031,0.0001252601,0.0002176778],"category_scores_gemma":[0.00001668821,0.0004734044,0.01245362,0.0005632199,0.00006478593,0.0003408721,0.00003556976,0.0003566516,0.0000778195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004936081,"about_ca_system_score_gemma":0.0001134405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002390283,"about_ca_topic_score_gemma":0.0003863316,"domain_scores_codex":[0.9955432,0.000618231,0.00105874,0.001117442,0.0009071225,0.0007551976],"domain_scores_gemma":[0.998022,0.00009698814,0.0003535592,0.001188846,0.0001005872,0.0002380035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006958993,0.01197328,0.926721,0.0003535592,0.01087289,0.00003697079,0.00431699,0.001618224,0.03526188,0.0000255348,0.0000598734,0.00180084],"study_design_scores_gemma":[0.01077956,0.02109424,0.959911,0.001069409,0.004515343,0.00006975094,0.0004872373,0.001347046,0.0002170099,0.00006280153,0.00001465262,0.0004318763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939738,0.0006288267,0.0001948495,0.00008757271,0.0004345981,0.004238497,0.00009120911,0.00007748868,0.0002731391],"genre_scores_gemma":[0.9990847,0.00002473648,0.00002925652,0.00007613762,0.00004887895,0.0001181441,0.0002406115,0.000133724,0.0002437853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03504487,"threshold_uncertainty_score":0.9997718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229572993475746,"score_gpt":0.3088650527282616,"score_spread":0.2965693227935042,"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."}}