{"id":"W2885688677","doi":"10.1016/j.jceh.2018.08.001","title":"Pathogenesis of Hepatic Encephalopathy in Chronic Liver Disease","year":2018,"lang":"en","type":"review","venue":"Journal of Clinical and Experimental Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hepatic encephalopathy; Pathogenesis; Chronic liver disease; Disease; Liver disease; Encephalopathy; Chronic disease; Pathology; Gastroenterology; Intensive care medicine; Internal medicine; Cirrhosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004267927,0.0002212116,0.002346135,0.0002040886,0.00001855564,0.000003972526,0.0001090183,0.0002557894,0.0001149712],"category_scores_gemma":[0.00004554361,0.0001516661,0.0007472778,0.0001125599,0.0003645822,0.00007579537,0.00003758584,0.0003027302,0.0000138625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006731095,"about_ca_system_score_gemma":0.001075396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002096533,"about_ca_topic_score_gemma":0.000006944414,"domain_scores_codex":[0.9969739,0.0003820385,0.002031656,0.0002334168,0.0002120531,0.0001669859],"domain_scores_gemma":[0.9982038,0.0003366786,0.0008779779,0.0001528967,0.00007988043,0.0003487553],"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":[0.006235782,0.004294156,0.2571812,0.06677692,0.002429996,0.0130287,0.0007068891,2.438145e-7,0.00004352678,0.0002058666,0.0001960568,0.6489007],"study_design_scores_gemma":[0.04146627,0.0382365,0.1879246,0.2185686,0.06770934,0.01203988,0.0004909518,0.0006234418,0.0008506569,0.0007779998,0.4283512,0.002960521],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1759204,0.8234628,0.000004313452,0.00001216824,0.0003097969,0.0002336452,0.00002333001,0.000002571923,0.00003086516],"genre_scores_gemma":[0.2067708,0.7926711,0.0000798196,0.00004983721,0.0003764952,0.000008319164,0.00001876447,0.00001459802,0.00001027457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6459401,"threshold_uncertainty_score":0.6184764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09671734759292057,"score_gpt":0.4417292084027716,"score_spread":0.345011860809851,"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."}}