{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008242406,0.0002771657,0.0008784782,0.00006320707,0.000063287,0.00002158313,0.00009932852,0.0001972771,0.0007004266],"category_scores_gemma":[0.00003015576,0.0002298114,0.0003269915,0.0002118944,0.00010732,0.00002375161,0.00005415435,0.0003888082,0.00005465275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008952853,"about_ca_system_score_gemma":0.0002976079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204008,"about_ca_topic_score_gemma":2.450377e-7,"domain_scores_codex":[0.9986779,0.00003329656,0.0003370332,0.0004490784,0.0002906294,0.000212038],"domain_scores_gemma":[0.9991613,0.0001413527,0.00008349326,0.0003131384,0.00001886235,0.0002818294],"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":[0.00006508866,0.0003498248,0.001161959,0.1190224,0.002116754,0.001796006,0.00006755163,1.929333e-8,0.00002389578,0.0001084825,0.0004725892,0.8748154],"study_design_scores_gemma":[0.0007474324,0.0001539156,0.0001637223,0.007718411,0.03293121,0.0007879451,0.00006479667,0.00004166158,0.0001710074,0.00004823064,0.9565067,0.0006649552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001479307,0.9955899,0.000004446206,0.00002710403,0.00003473417,0.0002228216,0.0001238457,0.00003943,0.002478398],"genre_scores_gemma":[0.001884151,0.9954218,0.00003999998,0.00009235961,0.000150911,0.00004752538,0.001389925,0.00002649445,0.0009468409],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9560341,"threshold_uncertainty_score":0.9371437,"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."}}