{"id":"W2914015239","doi":"10.1007/s40265-018-1017-0","title":"Hepatic Encephalopathy in Cirrhosis: Pathology and Pathophysiology","year":2019,"lang":"en","type":"review","venue":"Drugs","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Astrocytosis; Basal ganglia; Medicine; Hepatic encephalopathy; Neuroinflammation; Neuroscience; Pathophysiology; Cirrhosis; Pathology; Neuropathology; Central nervous system; Internal medicine; Inflammation; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001036651,0.0002181848,0.001193749,0.0002052802,0.00001422121,0.000005096924,0.00005796701,0.0002409511,0.00002840965],"category_scores_gemma":[0.000006521764,0.0001700882,0.0001505178,0.0001395295,0.00004806647,0.00003713549,0.00002182056,0.0002435869,0.0002129881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003594409,"about_ca_system_score_gemma":0.0001744221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002187652,"about_ca_topic_score_gemma":0.000002131331,"domain_scores_codex":[0.9988768,0.0001626336,0.0003186318,0.0003647968,0.00008557885,0.0001915524],"domain_scores_gemma":[0.9994528,0.0001267578,0.0001026273,0.000228117,0.00001776885,0.00007197166],"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":[0.0000289886,0.00007600864,0.0005742535,0.04755143,0.0001175317,0.0008711823,0.0009177271,3.735288e-8,0.000004713539,0.0001342066,0.00001440347,0.9497095],"study_design_scores_gemma":[0.01060573,0.002052189,0.02224108,0.1641109,0.046528,0.002345712,0.0007231483,0.00007710252,0.00001092017,0.003867399,0.7443874,0.003050361],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005287226,0.993327,0.000002426859,0.0000239353,0.0001624476,0.000686936,0.00005166664,0.00002130976,0.000437009],"genre_scores_gemma":[0.003146502,0.9958508,0.000029575,0.0002209583,0.00007918161,0.0001073814,0.000434306,0.00002559761,0.0001057059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9466591,"threshold_uncertainty_score":0.6935997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241786274564175,"score_gpt":0.3117615109636194,"score_spread":0.2875828835072018,"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."}}