{"id":"W3100305806","doi":"10.1097/tp.0000000000003550","title":"Liver Transplantation in Acute-on-chronic Liver Failure","year":2020,"lang":"en","type":"review","venue":"Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Liver transplantation; Intensive care medicine; Cirrhosis; Prioritization; Liver disease; Chronic liver disease; Liver failure; Intensive care; Transplantation; Disease; Internal medicine","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":[0.0005826476,0.0005893343,0.001057897,0.002073854,0.0002289684,0.0008166295,0.0005697504,0.0007432477,0.004509613],"category_scores_gemma":[0.001483134,0.0001373745,0.000747077,0.001827664,0.0002789948,0.0008627648,0.0006145159,0.001154564,0.001222267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004045827,"about_ca_system_score_gemma":0.001352422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173719,"about_ca_topic_score_gemma":0.002413771,"domain_scores_codex":[0.9997842,0.00005189037,0.00004880604,0.00002903245,0.00006687517,0.00001918516],"domain_scores_gemma":[0.9994894,0.0002960697,0.00008568232,0.00001104593,0.00008955638,0.00002821028],"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":[0.0000658381,0.00003555539,0.0002623159,0.03388983,0.0001550645,0.000109596,0.00004795103,0.0001703156,0.0002962103,0.001710829,0.02203434,0.9412222],"study_design_scores_gemma":[0.00004449677,0.0001359581,0.002761062,0.0426006,0.000603687,0.002150521,0.00009944153,0.0001494688,0.0002278568,0.002693001,0.948508,0.00002596332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007104289,0.9988986,0.00004760415,0.0002055591,0.0001721968,0.000003895911,0.00001492319,0.000004229765,0.0005818685],"genre_scores_gemma":[0.000530002,0.9989543,0.00007100216,0.000153177,0.0001127498,0.000004272567,0.00002196877,8.025137e-7,0.0001517344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004509613,"threshold_uncertainty_score":0.01508611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841604333006727,"score_gpt":0.3033458425329704,"score_spread":0.2749297992029032,"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."}}