{"id":"W2898592020","doi":"10.1016/j.ccc.2018.08.002","title":"Graft Dysfunction and Management in Liver Transplantation","year":2018,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Liver dysfunction; Hepatic dysfunction; Liver transplantation; Liver failure; Immune Dysfunction; Organ dysfunction; Transplantation; Surgery; Intensive care medicine; Internal medicine; Immunology; 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":[0.0001595929,0.0002240189,0.0007501593,0.0001964215,0.00003650194,0.00002171258,0.00005392395,0.0003531461,0.00007110265],"category_scores_gemma":[0.00005209183,0.000187003,0.0002007924,0.0001497439,0.0001249486,0.00004740344,0.00001389096,0.0003195642,0.00005269432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007341609,"about_ca_system_score_gemma":0.00004828166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003233285,"about_ca_topic_score_gemma":0.00001328617,"domain_scores_codex":[0.9986546,0.00007254143,0.0005601846,0.0003681942,0.0001654508,0.0001790434],"domain_scores_gemma":[0.9992858,0.0002880567,0.00004553752,0.0001911743,0.0000831233,0.0001062737],"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":[0.00003724259,0.00004422331,0.0001043962,0.290728,0.00003101842,0.0007876165,0.0001562987,3.160464e-9,9.786398e-9,0.001886222,0.0001295772,0.7060954],"study_design_scores_gemma":[0.0008800848,0.0004462295,0.0008496586,0.02175656,0.006460439,0.0003778407,0.0001540084,0.000005393489,0.000002870121,0.0002021373,0.9685057,0.0003590421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002357896,0.9959672,0.0009487816,0.00006131369,0.0003008654,0.0007779403,0.00006370812,0.00008580046,0.001770819],"genre_scores_gemma":[0.0001489917,0.9964752,0.002354745,0.0002792405,0.0001548457,0.00005546956,0.0003842816,0.00003773636,0.0001095135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9683762,"threshold_uncertainty_score":0.7625763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07683778233857622,"score_gpt":0.4299833828111471,"score_spread":0.3531456004725708,"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."}}