{"id":"W2141727353","doi":"10.5430/jbgc.v3n2p78","title":"Apparent dysfunction of one leaflet of a bileaflet mitral valve prosthesis due to collection of blood behind left atrium following cox maze III procedure and mitral valve replacement","year":2013,"lang":"en","type":"article","venue":"Journal of Biomedical Graphics and Computing","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mitral valve replacement; Cardiology; Tamponade; Prosthesis; Internal medicine; Mitral valve; Mechanical heart-valve; Cardiac tamponade; Tricuspid valve; Surgery; Heart valve","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":[0.000544678,0.0001883179,0.0008077076,0.0004545093,0.00007633452,0.00001894458,0.00005830396,0.0001303001,0.00001535553],"category_scores_gemma":[0.000131398,0.0001487294,0.001916559,0.0003670912,0.0001430941,0.00006524521,0.00006280628,0.0002098546,1.127666e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117406,"about_ca_system_score_gemma":0.0001572057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00014675,"about_ca_topic_score_gemma":0.000003241733,"domain_scores_codex":[0.9977765,0.0000591618,0.000962652,0.0002342902,0.0007314935,0.000235899],"domain_scores_gemma":[0.9983074,0.000120971,0.000695685,0.0001315025,0.0003749117,0.0003695387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002101342,0.003568493,0.9456636,0.001741199,0.01753849,0.0000442875,0.002755363,0.00001798836,0.01778332,0.00005207141,0.0008412388,0.007892653],"study_design_scores_gemma":[0.01032297,0.007971577,0.9643814,0.002423945,0.008722912,0.0004994015,0.001217365,0.0008476981,0.00309381,0.000239192,0.00005136327,0.0002283945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957973,0.002294968,0.0006280091,0.0004330937,0.000211242,0.0005986677,0.00001446599,0.000006652875,0.00001561299],"genre_scores_gemma":[0.9984933,0.0001448772,0.001087701,0.00009204264,0.0001394302,0.000004220373,0.00001174367,0.0000154378,0.00001129051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01871782,"threshold_uncertainty_score":0.606501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00901843142217946,"score_gpt":0.2664276947703771,"score_spread":0.2574092633481976,"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."}}