{"id":"W4405263863","doi":"10.1097/tp.0000000000005276","title":"Liver Allograft Cirrhosis, Retransplant, and Mortality Secondary to Recurrent Disease After Transplant for MASH: A Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"review","venue":"Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Liver transplantation; Cirrhosis; Liver disease; Steatohepatitis; Disease; Adverse effect; Meta-analysis; Internal medicine; Intensive care medicine; Gastroenterology; Transplantation; Fatty liver","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009868774,0.002212489,0.01438937,0.008124163,0.0006728018,0.003014236,0.001971297,0.001971541,0.003228709],"category_scores_gemma":[0.0260257,0.001391118,0.03582999,0.00914704,0.000594907,0.001535497,0.001570379,0.001502259,0.0002542294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002533321,"about_ca_system_score_gemma":0.003836115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008170974,"about_ca_topic_score_gemma":0.0186863,"domain_scores_codex":[0.9930159,0.002905143,0.00227417,0.0007334706,0.0008115064,0.0002599332],"domain_scores_gemma":[0.9800538,0.01477501,0.00314101,0.0004415601,0.00133592,0.0002526414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001017619,0.00002866119,0.007443126,0.5130955,0.4655458,0.0001938544,0.0001239867,0.0004634911,0.0001523158,0.0001171464,0.0006370804,0.01118142],"study_design_scores_gemma":[0.000231815,0.0001417105,0.005710921,0.04269178,0.9491087,0.0001665421,0.00006925574,0.0001747558,0.00007872446,0.000135669,0.00146432,0.00002578748],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004276521,0.9944917,0.0002491735,0.0001416037,0.0000701652,0.0001609994,0.0004148857,0.0000141881,0.000180825],"genre_scores_gemma":[0.1203004,0.8762794,0.001186667,0.000525027,0.000173527,0.0006885027,0.0006309006,0.00001836634,0.0001971792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01438937,"threshold_uncertainty_score":0.05219167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07623409862185822,"score_gpt":0.3658609932240961,"score_spread":0.2896268946022379,"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."}}