{"id":"W1594663117","doi":"10.1023/a:1021989230535","title":"Pathophysiology of Hepatic Encephalopathy: A New Look at Ammonia","year":2002,"lang":"en","type":"review","venue":"Metabolic Brain Disease","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":322,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Saint-Luc","funders":"","keywords":"Hepatic encephalopathy; Hyperammonemia; Glutamine synthetase; Encephalopathy; Medicine; Neurochemical; Glial fibrillary acidic protein; Internal medicine; Glutamine; Pathology; Endocrinology; Cirrhosis; Biology; Biochemistry; Immunohistochemistry","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":[0.0008625917,0.001592231,0.003182003,0.002360056,0.0004018929,0.001489494,0.001440387,0.001934129,0.001937169],"category_scores_gemma":[0.0007782102,0.0003164061,0.0006865305,0.002831554,0.001143198,0.003234487,0.000949067,0.002440784,0.001115955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008053714,"about_ca_system_score_gemma":0.001278916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418985,"about_ca_topic_score_gemma":0.002673651,"domain_scores_codex":[0.9997832,0.00005163151,0.00004057155,0.0000387873,0.00006401596,0.00002183942],"domain_scores_gemma":[0.9994318,0.0003122558,0.00005836152,0.00001617719,0.00013666,0.00004471159],"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":[0.0002979524,0.0001433216,0.000449138,0.01910824,0.000178256,0.001460162,0.000126739,0.0005504006,0.002602533,0.00422951,0.05369734,0.9171565],"study_design_scores_gemma":[0.00007046816,0.000223736,0.001048679,0.004271315,0.0002274755,0.005358786,0.0002479176,0.0002722388,0.0005429888,0.004780891,0.9829016,0.00005388876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005091684,0.9988573,0.00009898294,0.0002950841,0.0003623388,0.000001424103,0.00000333161,0.000003526551,0.0003270607],"genre_scores_gemma":[0.0003887776,0.9980863,0.0001612625,0.0002942802,0.000783077,0.000002853268,0.000007176145,8.857618e-7,0.0002753503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003182003,"threshold_uncertainty_score":0.006480515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317206603893842,"score_gpt":0.30421125875566,"score_spread":0.2710391927167216,"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."}}