{"id":"W3011246807","doi":"10.14740/cr1013","title":"Early Structural Deterioration of a Sutureless Bioprosthetic Aortic Valve","year":2020,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Aortic valve replacement; Stenosis; Aortic valve; Cardiology; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001688465,0.00009639687,0.0004738074,0.00008625662,0.00006429851,0.00001051253,0.00007508743,0.0001030965,0.00003429275],"category_scores_gemma":[0.0001882583,0.0000752993,0.0007313645,0.0002886775,0.0002572889,0.00003242304,0.00007310133,0.0002265741,0.00006266047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004406856,"about_ca_system_score_gemma":0.0001205509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003247115,"about_ca_topic_score_gemma":1.829606e-7,"domain_scores_codex":[0.998741,0.00019667,0.000178235,0.0002701694,0.0003159522,0.0002979506],"domain_scores_gemma":[0.9991031,0.00006222486,0.00003163117,0.0002526522,0.0003239879,0.0002264069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005922213,0.00001519279,0.9773565,0.0001185202,0.0008599018,0.00006636873,0.0003507689,0.000005322393,0.01646863,0.0001333768,0.0002175573,0.003815614],"study_design_scores_gemma":[0.001002672,0.000888804,0.9964939,0.00001926682,0.0002446975,0.00002863836,0.0001626842,0.00006430839,0.0008013424,0.000157064,0.00007586392,0.00006070385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971455,0.001103626,0.00001811311,0.0004384456,0.00007393405,0.0004701792,0.00003452005,0.00002311859,0.0006926127],"genre_scores_gemma":[0.9994952,0.00004402926,0.00003210848,0.00006879171,0.0002211177,0.00003602646,0.00004958162,0.00001599225,0.00003712779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01913743,"threshold_uncertainty_score":0.3070616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700100567729834,"score_gpt":0.4292769460046609,"score_spread":0.3592668892316775,"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."}}