{"id":"W4225117771","doi":"10.1016/j.ab.2022.114696","title":"Amino acids, ammonia, and hepatic encephalopathy","year":2022,"lang":"en","type":"review","venue":"Analytical Biochemistry","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Amino acid; Ammonia; Catabolism; Hepatic encephalopathy; Cirrhosis; Protein catabolism; Metabolism; Biochemistry; Chemistry; Protein metabolism; Internal medicine; Biology; Endocrinology; Medicine","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":[0.0007174829,0.001316115,0.002222362,0.003129141,0.0003043785,0.001214859,0.000917772,0.001443629,0.003689281],"category_scores_gemma":[0.001276512,0.0003333687,0.0006311439,0.003605261,0.0005920759,0.001335843,0.0008838308,0.002266952,0.001738383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005693734,"about_ca_system_score_gemma":0.001385921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915128,"about_ca_topic_score_gemma":0.004027148,"domain_scores_codex":[0.9997845,0.00004237061,0.00004227213,0.00003437087,0.00007624942,0.00002012543],"domain_scores_gemma":[0.9994549,0.0002711879,0.00009521769,0.00001279453,0.0001186822,0.0000471852],"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":[0.0001825634,0.0001050815,0.0003172728,0.02801041,0.0002150267,0.0002654187,0.00003692813,0.0002760539,0.0004999701,0.001747283,0.06200203,0.906342],"study_design_scores_gemma":[0.0001015514,0.0001767664,0.001788573,0.01578251,0.0006741968,0.002257187,0.00008880975,0.0001603877,0.0001959112,0.002620099,0.976113,0.0000410073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000024851,0.9993506,0.00002425919,0.0001405229,0.000185712,0.000001666393,0.000007256592,0.00000228282,0.0002627432],"genre_scores_gemma":[0.0001703956,0.9990919,0.00004996452,0.0001613057,0.0003296074,0.000002589273,0.00001355679,4.252883e-7,0.000180251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003689281,"threshold_uncertainty_score":0.01234192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267683072580135,"score_gpt":0.3188021530429639,"score_spread":0.2861253223171625,"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."}}