{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007177776,0.0009837286,0.0019059,0.002687107,0.0003436882,0.001568216,0.001018247,0.001254957,0.002213558],"category_scores_gemma":[0.0009874409,0.0002816522,0.0004991852,0.002586984,0.0007890919,0.001622419,0.001004378,0.001513583,0.0007666328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005785479,"about_ca_system_score_gemma":0.001467582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248919,"about_ca_topic_score_gemma":0.00199421,"domain_scores_codex":[0.9997687,0.0000515576,0.00005655564,0.00003347758,0.00006610707,0.00002351953],"domain_scores_gemma":[0.9995571,0.0002234553,0.00009246268,0.00000942116,0.00008679796,0.00003081858],"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":[0.0001335187,0.00009265178,0.000837279,0.04110946,0.0002023219,0.0008872087,0.0001462164,0.000390227,0.0009788343,0.004410361,0.02508538,0.9257267],"study_design_scores_gemma":[0.00005122339,0.0001499514,0.003303635,0.02166664,0.0006479502,0.00734746,0.000345554,0.0002085336,0.000428727,0.005581236,0.9602116,0.00005750473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005510095,0.9993685,0.00003534394,0.0001591088,0.0001100648,0.000001651535,0.000005268815,0.000001530845,0.0002634595],"genre_scores_gemma":[0.0004946181,0.9990152,0.00006022519,0.00008552471,0.0002230168,0.000001697037,0.000008422258,2.587917e-7,0.0001110857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002687107,"threshold_uncertainty_score":0.007405102,"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."}}