{"id":"W3195846934","doi":"10.1007/978-3-030-79132-2_4","title":"Liver Failure and the Brain","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Hepatic encephalopathy; Cerebral edema; Context (archaeology); Encephalopathy; Intracranial pressure; Cerebral blood flow; Intensive care medicine; Cardiology; Internal medicine; Anesthesia; Cirrhosis","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":[0.000205516,0.0006426656,0.0003505115,0.0007785592,0.0009419969,0.002054683,0.0003932902,0.001434607,0.02510337],"category_scores_gemma":[0.0004524394,0.0001370203,0.0001853086,0.0006136324,0.001654565,0.001506682,0.000920617,0.002639993,0.007079753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173073,"about_ca_system_score_gemma":0.001065266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004104459,"about_ca_topic_score_gemma":0.01536622,"domain_scores_codex":[0.9999257,0.00002788324,0.000001959072,0.000006707036,0.00002535739,0.00001234654],"domain_scores_gemma":[0.999897,0.00006321498,0.000005151498,0.000005100526,0.00001338253,0.00001625349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002003254,0.00002961253,0.00006517986,0.0001721964,0.000005954379,0.0002570488,0.0003346494,0.0002269278,0.0001585603,0.1915298,0.7212656,0.08593453],"study_design_scores_gemma":[0.000003779877,0.000007769018,0.0001556237,0.0002053795,0.000001536746,0.0003075531,0.0001155121,0.00003929868,0.00002228511,0.04471787,0.9544196,0.000003692588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005262148,0.1904825,0.0005569179,0.01229893,0.005675767,0.00001470424,0.0000659138,0.00004059972,0.7903385],"genre_scores_gemma":[0.01112813,0.1455214,0.001031431,0.012832,0.006912844,0.00005778988,0.00008215024,0.00006012131,0.8223742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02510337,"threshold_uncertainty_score":0.08397913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010911981658086,"score_gpt":0.2152905933021261,"score_spread":0.2043786116440401,"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."}}