{"id":"W4387749588","doi":"10.14309/01.ajg.0000955404.16391.f7","title":"S1441 Serum Fibrosis and Steatosis Biomarkers for the Prediction of Mortality in Liver Transplant Recipients","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Steatosis; Liver transplantation; Internal medicine; Cirrhosis; Gastroenterology; Nonalcoholic fatty liver disease; Fibrosis; Liver biopsy; Hepatic fibrosis; Milan criteria; Transplantation; Fatty liver; Biopsy; Disease","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":[0.002354089,0.0004588414,0.0007598378,0.001267491,0.000188358,0.0007331354,0.0002887501,0.0003668544,0.003344175],"category_scores_gemma":[0.003820005,0.0001410568,0.0005965388,0.001017238,0.0001639405,0.0003750517,0.0004318962,0.0004326705,0.0007345204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817984,"about_ca_system_score_gemma":0.0005455228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008286179,"about_ca_topic_score_gemma":0.0007604329,"domain_scores_codex":[0.999352,0.000290044,0.00009837251,0.00006283544,0.0001492936,0.00004740594],"domain_scores_gemma":[0.9978508,0.0006008184,0.0008649115,0.00007265827,0.0003502331,0.0002607055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005199612,0.00003499704,0.9881756,0.00005887882,0.0001189688,0.00005349374,0.00001743071,0.000185011,0.0002666904,0.00002265975,0.0004907423,0.01005554],"study_design_scores_gemma":[0.00006748939,0.0006699903,0.9904391,0.0001330919,0.0002311528,0.0006294799,0.00008550062,0.005833676,0.0004479562,0.0002370019,0.001212392,0.00001332703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851637,0.008782325,0.001814558,0.0006792891,0.0001536098,0.00005029281,0.001523768,0.00006530058,0.001767177],"genre_scores_gemma":[0.9965729,0.0008715424,0.001126062,0.00009042082,0.0001362152,0.00002806743,0.00078032,0.000006926694,0.0003874876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003344175,"threshold_uncertainty_score":0.01244974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354318440407065,"score_gpt":0.2722075988521124,"score_spread":0.2486644144480418,"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."}}