{"id":"W3021646980","doi":"10.1002/lt.25788","title":"Liver Transplantation for Acute‐on‐Chronic Liver Failure: Science or Fiction?","year":2020,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dr. Falk Pharma; Grifols; Deutsche Forschungsgemeinschaft; European Commission; Gilead Sciences; Mallinckrodt Pharmaceuticals; Intercept Pharmaceuticals; CSL Behring; Fundación Cellex","keywords":"Medicine; Liver transplantation; Decompensation; Cirrhosis; Chronic liver disease; Intensive care medicine; Transplantation; Liver disease; Liver failure; Gastroenterology; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002781677,0.000942527,0.00158762,0.0007958018,0.0005392575,0.0001618348,0.0004397642,0.0005367014,0.000368468],"category_scores_gemma":[0.00001154065,0.0007612198,0.0008721853,0.001197007,0.000287557,0.0008631582,0.00001101729,0.0006334519,0.0005225247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006017003,"about_ca_system_score_gemma":0.002128164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004283299,"about_ca_topic_score_gemma":0.00007354654,"domain_scores_codex":[0.995576,0.0001624356,0.0009859017,0.001467243,0.001072356,0.0007361143],"domain_scores_gemma":[0.9977752,0.0005244752,0.0004157018,0.0004710817,0.0003039058,0.0005096092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006681048,0.0005215161,0.000008256934,0.2913318,0.003449054,0.01201779,0.005580871,0.00002559051,0.0001453989,0.001777523,0.0007915057,0.6776696],"study_design_scores_gemma":[0.01680189,0.008855791,0.0009043019,0.07401971,0.243026,0.01383122,0.0002054375,0.002596305,0.002653503,0.00005250835,0.6330479,0.00400538],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001777811,0.9621767,0.02192399,0.0001195639,0.0008168106,0.007737133,0.005308522,0.0005146801,0.001224805],"genre_scores_gemma":[0.001574528,0.9855868,0.001566939,0.0002293227,0.000850421,0.0007820392,0.008934672,0.0001574144,0.0003179017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6736642,"threshold_uncertainty_score":0.9994839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03619424273398592,"score_gpt":0.332054118526522,"score_spread":0.2958598757925361,"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."}}