{"id":"W4398217070","doi":"10.1111/his.15212","title":"Severe acute liver disease in adults: Contemporary role of histopathology","year":2024,"lang":"en","type":"review","venue":"Histopathology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University; Hospital for Sick Children","funders":"","keywords":"Medicine; Liver biopsy; Liver transplantation; Context (archaeology); Biopsy; Liver disease; Autoimmune hepatitis; Liver injury; Hepatitis; Chronic liver disease; Disease; Pathology; Intensive care medicine; Internal medicine; Transplantation; Cirrhosis","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":[0.003149199,0.0006748693,0.000911788,0.002505946,0.0003229974,0.002512141,0.0007066348,0.001377577,0.001879553],"category_scores_gemma":[0.006305963,0.0003130581,0.0003889771,0.001734106,0.001316439,0.003299787,0.001296176,0.002507518,0.001351934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000893226,"about_ca_system_score_gemma":0.000966368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454527,"about_ca_topic_score_gemma":0.002376306,"domain_scores_codex":[0.9984192,0.0004499781,0.0003451163,0.0001568198,0.0005216426,0.0001072082],"domain_scores_gemma":[0.9955983,0.001963969,0.0006386425,0.0001589407,0.001215042,0.0004251806],"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":[0.0001057227,0.00003129666,0.008612096,0.003873851,0.00006222683,0.0007633759,0.0005881229,0.0002026173,0.0007000199,0.004283948,0.06065336,0.9201235],"study_design_scores_gemma":[0.00002137054,0.0002318541,0.03167274,0.01713326,0.0001324834,0.01748535,0.001314002,0.00028888,0.0004384981,0.006365946,0.9248337,0.00008188994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002216503,0.9787214,0.001583091,0.010647,0.001465391,0.00001512799,0.0000787959,0.0001054185,0.005167281],"genre_scores_gemma":[0.01520271,0.9746026,0.003084589,0.002837612,0.003290254,0.00002562022,0.0001419027,0.00002717274,0.0007875173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003149199,"threshold_uncertainty_score":0.01665473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748032977955695,"score_gpt":0.3066299003739647,"score_spread":0.2791495705944078,"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."}}