{"id":"W2787471984","doi":"10.21037/jtd.2018.01.138","title":"Acute liver failure with extreme hyperbilirubinemia secondary to endocarditis-related severe mitral and tricuspid regurgitation: a challenge and an opportunity for surgeons","year":2018,"lang":"en","type":"article","venue":"Journal of Thoracic Disease","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Cardiology; Chordae tendineae; Endocarditis; Internal medicine; Infective endocarditis; Heart failure; Regurgitation (circulation); Perforation; Tricuspid valve; Mitral regurgitation; Mitral valve; Pulmonary hypertension; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0004098226,0.000197528,0.0004358296,0.0002252969,0.0001424946,0.00005902481,0.00006321952,0.00005169808,0.0001870353],"category_scores_gemma":[0.0002232539,0.0001492082,0.0001793322,0.0001417745,0.0001218429,0.0004438832,0.00004382042,0.0001818181,0.000003103637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006193229,"about_ca_system_score_gemma":0.0002501342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005667761,"about_ca_topic_score_gemma":0.00002234632,"domain_scores_codex":[0.9987826,0.0001028159,0.0003315923,0.0002637221,0.0002780321,0.0002412836],"domain_scores_gemma":[0.9978277,0.0001136837,0.0002147285,0.0002080722,0.0005789203,0.001056869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01886049,0.003874806,0.09808929,0.003607462,0.008937343,0.0196202,0.004821643,0.00004378583,0.0005684209,0.002034879,0.20062,0.6389217],"study_design_scores_gemma":[0.008435869,0.00918549,0.9260039,0.001537571,0.004900459,0.003165478,0.001852673,0.0001783571,0.0002538554,0.001118254,0.04268265,0.0006854734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993757,0.0009060106,0.0005147253,0.002209235,0.0001907756,0.0008529039,0.0001531129,0.0000242458,0.001391998],"genre_scores_gemma":[0.9964774,0.0005106622,0.001717743,0.0006838561,0.0003781075,0.00004592027,0.00003095643,0.00002920806,0.0001261869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8279146,"threshold_uncertainty_score":0.6084533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144575499472169,"score_gpt":0.3177427982411477,"score_spread":0.286297043246426,"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."}}