{"id":"W3170624852","doi":"10.1007/s11064-021-03372-4","title":"Hepatic Encephalopathy: From Metabolic to Neurodegenerative","year":2021,"lang":"en","type":"review","venue":"Neurochemical Research","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hepatic encephalopathy; Liver transplantation; Neurology; Encephalopathy; Disease; Chronic liver disease; Liver disease; Intensive care medicine; Pathophysiology; Chronic traumatic encephalopathy; Transplantation; Internal medicine; Cirrhosis; Psychiatry; Poison control; Injury prevention","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":[0.0007375884,0.001541525,0.002550375,0.004009025,0.0003274117,0.001808388,0.001134633,0.001682093,0.004987317],"category_scores_gemma":[0.001202931,0.0003319511,0.0006429637,0.004320916,0.0007380325,0.001813452,0.001296963,0.002276147,0.002026645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007963307,"about_ca_system_score_gemma":0.00165663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563005,"about_ca_topic_score_gemma":0.00407754,"domain_scores_codex":[0.999764,0.0000483957,0.00004420959,0.00004091207,0.00007117887,0.00003135413],"domain_scores_gemma":[0.9994755,0.0002647915,0.00007940489,0.00001454901,0.0001046898,0.0000610249],"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":[0.0001552811,0.00007501597,0.0001936288,0.03510061,0.0001841647,0.0003213432,0.00005770628,0.0003204646,0.0007582372,0.002926121,0.06634612,0.8935613],"study_design_scores_gemma":[0.00006927704,0.0001099805,0.0009222758,0.01547708,0.0004103795,0.001751178,0.0001219965,0.000097795,0.0001792571,0.003281698,0.9775428,0.00003647539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000249676,0.9991645,0.00003878663,0.0001845275,0.0002565905,0.000001908899,0.00001110533,0.000004001741,0.0003136923],"genre_scores_gemma":[0.0001624355,0.9991581,0.00005381706,0.0001799836,0.000255457,0.000002406511,0.00001449479,6.593923e-7,0.0001725742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004987317,"threshold_uncertainty_score":0.01668429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2369815350832492,"score_gpt":0.4992433637962536,"score_spread":0.2622618287130045,"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."}}