{"id":"W3165735533","doi":"10.1016/j.jhep.2020.10.024","title":"Intensive care management of acute-on-chronic liver failure","year":2021,"lang":"en","type":"review","venue":"Journal of Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Intensive care medicine; Medicine; Organ system; Organ dysfunction; Intensive care unit; Liver failure; Critical illness; Chronic liver disease; Multiple organ dysfunction syndrome; Disease; Intensive care; Chronic disease; Liver disease; Critically ill; Pathology; Internal medicine; Sepsis","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":[0.00005472762,0.000204223,0.00177514,0.0002586636,0.00001723525,0.000004008699,0.0001189132,0.0002076305,0.0001771674],"category_scores_gemma":[0.000005027834,0.000143321,0.0007691142,0.0001353335,0.00004712867,0.00003549458,0.00002588877,0.0004007983,0.00002614128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925707,"about_ca_system_score_gemma":0.0006293558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002795918,"about_ca_topic_score_gemma":0.000003447462,"domain_scores_codex":[0.9986764,0.000124271,0.0006674645,0.0001520534,0.0002387999,0.0001410269],"domain_scores_gemma":[0.9980917,0.00007534098,0.0006690026,0.0001947029,0.0008759341,0.00009333772],"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":[0.0002950771,0.0001642605,0.0005608457,0.1943853,0.03557942,0.05924296,0.001106143,0.000001025345,0.000001730882,0.0006494569,0.004528698,0.703485],"study_design_scores_gemma":[0.002899367,0.002570205,0.0001032268,0.1311716,0.12539,0.01839852,0.001872505,0.000001948848,0.00006228695,0.0000154712,0.7171854,0.0003295061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004335707,0.9984505,0.00003431419,0.00008966102,0.0003366047,0.0002791917,0.00004676009,0.000003574336,0.0003257945],"genre_scores_gemma":[0.00164208,0.9976024,0.0002475282,0.0001236204,0.0001521717,0.000005690748,0.0001508395,0.00002160658,0.00005405084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7126567,"threshold_uncertainty_score":0.5844463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100938880885188,"score_gpt":0.3435491160960702,"score_spread":0.3125397272872183,"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."}}