{"id":"W3005065958","doi":"10.1111/liv.14400","title":"Serum osmolality, cerebrospinal fluid specific gravity and overt hepatic encephalopathy severity in patients with liver failure","year":2020,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Medicine; Osmole; Hepatic encephalopathy; Context (archaeology); Cerebrospinal fluid; Gastroenterology; Intensive care unit; Internal medicine; Plasma osmolality; Urine specific gravity; Urine osmolality; Glasgow Coma Scale; Liver disease; Encephalopathy; Anesthesia; Urine; Cirrhosis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004890178,0.0001471424,0.0001692505,0.00006607252,0.00003940635,0.00003636856,0.00009525675,0.00005298213,0.0004157471],"category_scores_gemma":[0.00000645559,0.0001295365,0.00004241852,0.000114262,0.00006298581,0.0003192954,0.00004405164,0.0001662593,0.00005029342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006962712,"about_ca_system_score_gemma":0.00004351442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001435035,"about_ca_topic_score_gemma":0.00005946138,"domain_scores_codex":[0.9988337,0.00003733851,0.0001818,0.0003253815,0.0004750076,0.0001468115],"domain_scores_gemma":[0.9995422,0.00002270882,0.00005171792,0.0000950722,0.0001264107,0.0001619011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001113579,0.0002139102,0.9958873,0.0001183578,0.0001029548,0.0001472031,0.001211614,0.000002641608,0.00007564708,0.0003305119,0.0001494375,0.0006468771],"study_design_scores_gemma":[0.003279903,0.0002829065,0.9947173,0.0001173999,0.0000924846,0.00001362451,0.00005336716,0.0006583676,0.0002120088,0.00008137263,0.0003462776,0.0001449968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979744,0.00007643455,0.0002317422,0.0007085315,0.00008981332,0.0003134749,0.0002005595,0.00003108884,0.0003739606],"genre_scores_gemma":[0.9980543,0.00009985951,0.0004804477,0.0008954032,0.0001270869,0.000008003304,0.0002913542,0.00001209729,0.00003150087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002166324,"threshold_uncertainty_score":0.5282345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009844808120519546,"score_gpt":0.2106795635075941,"score_spread":0.2008347553870746,"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."}}