{"id":"W2802722567","doi":"10.1002/hep.30056","title":"Acute‐on‐Chronic Liver Failure: Getting Ready for Prime Time?","year":2018,"lang":"en","type":"review","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"Grifols; Gilead Sciences","keywords":"Medicine; Intensive care medicine; Disease; Population; Liver disease; Kidney disease; Liver failure; Pathology; Surgery; Internal medicine; Environmental health","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":[0.0005252295,0.0005870708,0.001123374,0.001077324,0.0003420224,0.00118958,0.0006689337,0.001378965,0.004304825],"category_scores_gemma":[0.001503707,0.0001304569,0.0004162478,0.001152987,0.0004558199,0.001618879,0.000707816,0.001751747,0.002022515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005164226,"about_ca_system_score_gemma":0.001353779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071337,"about_ca_topic_score_gemma":0.002004113,"domain_scores_codex":[0.9997987,0.00005177605,0.00003737785,0.00002963465,0.0000586563,0.00002384194],"domain_scores_gemma":[0.9995793,0.0001634067,0.00007099537,0.00001164354,0.0001192496,0.00005543909],"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":[0.00007728113,0.00004093456,0.0003904206,0.01501996,0.00007092892,0.0002720394,0.00009804063,0.0001291654,0.0002669034,0.00363719,0.07682151,0.9031756],"study_design_scores_gemma":[0.00002611925,0.0001142986,0.001628509,0.01650754,0.0001348031,0.00354622,0.0002477168,0.00007861998,0.0001450349,0.00312479,0.9744227,0.0000235043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008130546,0.9976777,0.00004887471,0.001198091,0.0004022792,0.000002431849,0.00001016618,0.000005142384,0.0005740431],"genre_scores_gemma":[0.0009372577,0.9975345,0.00008986379,0.0006175853,0.0004563666,0.000004128632,0.0000234992,0.000001371305,0.0003353593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004304825,"threshold_uncertainty_score":0.01440108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06034077732731347,"score_gpt":0.3619321855954637,"score_spread":0.3015914082681502,"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."}}