{"id":"W2575447090","doi":"10.1016/j.jcrc.2017.01.003","title":"Acute liver failure: An up-to-date approach","year":2017,"lang":"en","type":"review","venue":"Journal of Critical Care","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta Hospital","funders":"","keywords":"Medicine; Intensive care medicine; Context (archaeology); Liver transplantation; Intensive care unit; Liver failure; Liver disease; Disease; Intestinal failure; Transplantation; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001562079,0.0002569757,0.001350216,0.0002085067,0.00009401068,0.00009509087,0.0002912343,0.0002504655,0.00007317822],"category_scores_gemma":[0.00006916258,0.0001757267,0.0006786712,0.00006497798,0.00008089308,0.000279107,0.00002438965,0.0006526168,0.00006336594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006668834,"about_ca_system_score_gemma":0.0005461872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000208307,"about_ca_topic_score_gemma":8.930417e-7,"domain_scores_codex":[0.9983795,0.0001225289,0.0005309038,0.0002120408,0.0005248695,0.0002301794],"domain_scores_gemma":[0.9979954,0.00007085013,0.0001811401,0.0003592398,0.0006683963,0.0007250143],"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":[0.000430402,0.0003185439,0.00002078969,0.2116539,0.001620634,0.01029861,0.003071302,2.278859e-7,0.000002050023,0.001086144,0.001129599,0.7703678],"study_design_scores_gemma":[0.001194309,0.001165078,0.00008376993,0.01699524,0.06697795,0.006253709,0.0007831512,0.000002934369,0.000007832421,0.00004191778,0.906053,0.0004410791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004027868,0.9973239,0.0004068408,0.0001557899,0.0003802147,0.0003179541,0.0001833785,0.00001115292,0.001180447],"genre_scores_gemma":[0.009090886,0.9872447,0.001694934,0.0001860888,0.001371496,0.000009609643,0.0002483468,0.0000477478,0.0001061855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9049234,"threshold_uncertainty_score":0.7165927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1640106436723059,"score_gpt":0.465985508472715,"score_spread":0.3019748648004091,"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."}}