{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003128931,0.0008556055,0.00130775,0.002457361,0.0002570598,0.0009059929,0.0005457625,0.000802807,0.003202555],"category_scores_gemma":[0.0004051727,0.0001941593,0.0003487813,0.002171488,0.0005392812,0.0009732159,0.0006130303,0.00117466,0.001388149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000483345,"about_ca_system_score_gemma":0.0008787631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281138,"about_ca_topic_score_gemma":0.002367073,"domain_scores_codex":[0.9999145,0.00001627273,0.00001776584,0.00001398883,0.00002670468,0.00001079417],"domain_scores_gemma":[0.9998168,0.00007436075,0.0000408249,0.000006154873,0.00004084744,0.00002097049],"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":[0.00006805478,0.00005073866,0.0002801894,0.018912,0.00008201125,0.0003514856,0.00006459263,0.0002787648,0.000883326,0.002372403,0.0240715,0.9525849],"study_design_scores_gemma":[0.00002011454,0.0001221925,0.0026004,0.01033755,0.0001800347,0.005503267,0.0001244165,0.0001230825,0.000303441,0.00325829,0.977401,0.00002628422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007321645,0.9992837,0.0000283075,0.0001288288,0.00007033366,0.000001397837,0.000006597567,0.000002898657,0.0004046548],"genre_scores_gemma":[0.0006030767,0.9988467,0.00004944413,0.00007990351,0.0001464998,0.000001887945,0.00001459354,5.307185e-7,0.0002573011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003202555,"threshold_uncertainty_score":0.01071364,"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."}}