{"id":"W4387700429","doi":"10.1097/txd.0000000000001547","title":"A Comprehensive Review of Liver Allograft Fibrosis and Steatosis: From Cause to Diagnosis","year":2023,"lang":"en","type":"review","venue":"Transplantation Direct","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Banting and Best Diabetes Centre, University of Toronto; Mitacs","keywords":"Medicine; Nonalcoholic fatty liver disease; Cirrhosis; Liver transplantation; Fibrosis; Context (archaeology); Steatosis; Intensive care medicine; Disease; Diabetes mellitus; Fatty liver; Transplantation; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007597032,0.001028236,0.001761128,0.005022472,0.0003244346,0.001180081,0.0009020207,0.0009026969,0.006750314],"category_scores_gemma":[0.002624259,0.0003515122,0.001072485,0.004955372,0.0004045449,0.001454778,0.0008271462,0.001397274,0.001842275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008603635,"about_ca_system_score_gemma":0.002542724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002379679,"about_ca_topic_score_gemma":0.004157091,"domain_scores_codex":[0.999522,0.00009164048,0.0001266788,0.00007739115,0.0001497868,0.00003261477],"domain_scores_gemma":[0.9987212,0.0007182727,0.0002049352,0.00002836848,0.000259728,0.00006741528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001073816,0.00005266314,0.0004157962,0.09268742,0.0003066152,0.0002052031,0.0001475647,0.0002822205,0.0007628155,0.002096264,0.07698927,0.8259469],"study_design_scores_gemma":[0.00001893685,0.00009513801,0.002027661,0.04596184,0.0006455077,0.001705179,0.0001163048,0.00008421023,0.000208936,0.001559906,0.9475456,0.00003072184],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006448548,0.9988757,0.0000580446,0.000254279,0.0002391112,0.000004822843,0.00004376817,0.000006339845,0.0004533665],"genre_scores_gemma":[0.0003195466,0.9989157,0.00009995844,0.000196405,0.0001788967,0.000004639764,0.00005473313,0.000001498425,0.0002287116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006750314,"threshold_uncertainty_score":0.02258205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0865383449326887,"score_gpt":0.355776340175021,"score_spread":0.2692379952423323,"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."}}