{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001169626,0.0005418056,0.002394383,0.0003095508,0.00005659477,0.000009960949,0.0002292319,0.0002090796,0.0009511054],"category_scores_gemma":[0.00008963561,0.0004263849,0.001142209,0.0004319146,0.0001314944,0.00007790846,0.00006613369,0.0002268993,0.0006026759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006005858,"about_ca_system_score_gemma":0.0009346013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006678754,"about_ca_topic_score_gemma":0.000004521807,"domain_scores_codex":[0.99743,0.0003412306,0.0007916724,0.0006303168,0.0004140791,0.0003926569],"domain_scores_gemma":[0.9975227,0.0002264259,0.000413452,0.0008137493,0.00006820396,0.0009555463],"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":[0.0002369709,0.0004372528,0.0004143795,0.04199488,0.001166791,0.0006789918,0.0003354168,6.115401e-7,0.00001360488,0.0002503355,0.002197858,0.9522729],"study_design_scores_gemma":[0.002040041,0.0001055984,0.006745816,0.009803216,0.03597812,0.00003900743,0.000007466282,0.0000211016,0.000006978051,0.0005127789,0.9441521,0.0005878051],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001615084,0.9958817,0.00002631329,0.00009502694,0.000193055,0.001321652,0.0005786027,0.00006973749,0.0002188549],"genre_scores_gemma":[0.0003602169,0.9942594,0.0001224826,0.000533846,0.0004985352,0.000145173,0.001292082,0.00008469805,0.002703573],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9516851,"threshold_uncertainty_score":0.9999622,"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."}}