{"id":"W3109087629","doi":"10.1093/ehjci/ehaa946.0290","title":"Thrombus formation on bioprosthetic aortic valves","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Thrombus; Asymptomatic; Aortic valve; Aortic valve replacement; Radiology; Aorta; Endocarditis; Cardiology; Internal medicine; 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":[0.000312979,0.0002017082,0.0003021743,0.0004004606,0.0001467126,0.0005144057,0.0002143342,0.0003376509,0.001629442],"category_scores_gemma":[0.001830206,0.0001126494,0.0001436179,0.000172236,0.000256856,0.0002130173,0.0001614737,0.0003108575,0.0002367596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524577,"about_ca_system_score_gemma":0.0001087103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002805842,"about_ca_topic_score_gemma":0.0001907391,"domain_scores_codex":[0.9998062,0.0000494569,0.00002195493,0.00004132984,0.00005371753,0.00002730808],"domain_scores_gemma":[0.998243,0.0005270559,0.0007758099,0.00007595476,0.0001635875,0.0002146938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001240827,0.00009108595,0.8925523,0.000296269,0.00006765602,0.01721369,0.0002907091,0.0002456292,0.06675422,0.0002018476,0.0004390035,0.02060678],"study_design_scores_gemma":[0.00008827569,0.001578726,0.8913596,0.00006997421,0.0001354893,0.07754794,0.0002265325,0.001754047,0.02554089,0.0003319562,0.001345757,0.00002072731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974057,0.001651917,0.0005102524,0.00002966437,0.000009659329,0.000005035608,0.00006062091,0.000008381756,0.0003187679],"genre_scores_gemma":[0.9993683,0.0001739277,0.0002170797,0.00001447129,0.00002992651,0.000001920717,0.00008965491,0.000001053257,0.0001037497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001629442,"threshold_uncertainty_score":0.005451024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0564076353836496,"score_gpt":0.3539172541983259,"score_spread":0.2975096188146763,"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."}}