{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001164069,0.0005086792,0.001539335,0.001684463,0.0002740462,0.001350058,0.0008308934,0.001143942,0.003745693],"category_scores_gemma":[0.003443573,0.0001677581,0.0006755511,0.002352677,0.0008304098,0.001928727,0.0005437935,0.002280836,0.001156911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000503303,"about_ca_system_score_gemma":0.001729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087009,"about_ca_topic_score_gemma":0.002175108,"domain_scores_codex":[0.9996698,0.0001161932,0.00006117173,0.00004003408,0.0000931687,0.00001962895],"domain_scores_gemma":[0.998282,0.001238888,0.0001629934,0.00003978297,0.0002205395,0.00005588543],"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":[0.0000948391,0.00003367304,0.0002524606,0.03783061,0.0001911671,0.0001693238,0.0001169064,0.0001732717,0.0002619171,0.005613843,0.06062625,0.8946357],"study_design_scores_gemma":[0.00004509389,0.0000935752,0.001324513,0.04196211,0.0002990178,0.001595371,0.0001924668,0.00008213489,0.0001039903,0.006510909,0.9477628,0.00002794435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004106381,0.9977865,0.0000300923,0.001267084,0.0004974821,0.000001982717,0.000008606801,0.000002030309,0.0003650294],"genre_scores_gemma":[0.0003847875,0.9982153,0.00005156495,0.0007437589,0.0004543048,0.000003044684,0.00001069332,9.727434e-7,0.0001356031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003745693,"threshold_uncertainty_score":0.01253062,"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."}}