{"id":"W3173575001","doi":"10.1002/lt.26219","title":"Metabolic Complications in Liver Transplantation Recipients: How We Can Optimize Long‐Term Survival","year":2021,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Nonalcoholic fatty liver disease; Liver transplantation; Dyslipidemia; Metabolic syndrome; Diabetes mellitus; Cirrhosis; Transplantation; Intensive care medicine; Disease; Population; Fatty liver; Bioinformatics; Internal medicine; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001487824,0.0006785847,0.001831885,0.0005066138,0.0001240724,0.0001025081,0.0001991408,0.0003690453,0.0002221833],"category_scores_gemma":[0.000009393985,0.0006063047,0.0007502991,0.0006482574,0.00007175747,0.0002469373,0.0000125795,0.0004171147,0.00007822084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911266,"about_ca_system_score_gemma":0.0004486892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000349826,"about_ca_topic_score_gemma":0.0009876899,"domain_scores_codex":[0.996928,0.0004638282,0.000716802,0.0009037163,0.0005487587,0.0004388543],"domain_scores_gemma":[0.9983837,0.0003490676,0.0003019225,0.0005151117,0.00016334,0.0002868309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001913961,0.002271286,0.00406434,0.06217401,0.001911084,0.00918376,0.002985711,0.00001715396,0.000001975053,0.001070323,0.0001242937,0.9160047],"study_design_scores_gemma":[0.01588688,0.0004775716,0.5802987,0.1457312,0.1008282,0.003619744,0.0002052123,0.0001224846,0.0001260341,0.00002529096,0.1496158,0.003062889],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004540997,0.99241,0.0009945025,0.0004536483,0.0003676582,0.002396095,0.002324159,0.00008685256,0.0005129525],"genre_scores_gemma":[0.002265374,0.9698036,0.000638666,0.00008928218,0.0001533747,0.0009136092,0.025831,0.00009189112,0.0002131881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9129418,"threshold_uncertainty_score":0.9996389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06611954274299141,"score_gpt":0.3255005861103359,"score_spread":0.2593810433673445,"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."}}