{"id":"W2912112435","doi":"10.1097/tp.0000000000002466","title":"Steatosis in Liver Transplantation: Current Limitations and Future Strategies","year":2018,"lang":"en","type":"review","venue":"Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"University of Toronto","keywords":"Liver transplantation; Medicine; Nonalcoholic fatty liver disease; Cirrhosis; Transplantation; Fatty liver; Steatosis; Intensive care medicine; Liver disease; Steatohepatitis; Economic shortage; Machine perfusion; Nonalcoholic steatohepatitis; Surgery; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007417081,0.0003639116,0.0007668364,0.0003019796,0.00007005729,0.00005577107,0.00005500107,0.0001914052,0.00007791176],"category_scores_gemma":[0.000001781603,0.0002879075,0.0002231738,0.000259493,0.00006763518,0.0002208308,0.000003043329,0.0002070983,0.00006418273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008494806,"about_ca_system_score_gemma":0.0002796785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003356898,"about_ca_topic_score_gemma":0.0001694305,"domain_scores_codex":[0.9985808,0.0001118991,0.0004596245,0.0004260876,0.0002231678,0.0001983915],"domain_scores_gemma":[0.999358,0.0001667234,0.0001217858,0.0001647238,0.00005862972,0.0001301169],"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":[0.00008872033,0.0003377918,0.0001382571,0.06532105,0.0001989129,0.0003842226,0.002030038,3.166082e-7,7.655763e-8,0.001225609,0.00007800799,0.930197],"study_design_scores_gemma":[0.005130899,0.0006071724,0.04156416,0.05242198,0.02725896,0.0009300418,0.0005880059,0.0000183884,0.000005519853,0.0001492707,0.8703673,0.0009582462],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006758558,0.9958549,0.00004397357,0.00007053865,0.0002243235,0.001268846,0.0004314636,0.00004793981,0.0013822],"genre_scores_gemma":[0.0007782404,0.9940282,0.0002209843,0.00001995903,0.0003916484,0.0003833264,0.004125739,0.00003555391,0.0000163185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9292387,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07832424121517957,"score_gpt":0.3431998024143748,"score_spread":0.2648755611991953,"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."}}