{"id":"W3157998383","doi":"10.1111/liv.14911","title":"2021 ISHEN guidelines on animal models of hepatic encephalopathy","year":2021,"lang":"en","type":"review","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Hepatic encephalopathy; Pathogenesis; Medicine; Liver disease; Disease; Animal model; Hyperammonemia; Encephalopathy; Etiology; Fatty liver; Chronic liver disease; Cirrhosis; Alcoholic liver disease; Intensive care medicine; Bioinformatics; Pathology; Gastroenterology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009298576,0.001525955,0.001976502,0.005101882,0.0008187945,0.00178638,0.004012728,0.003466466,0.01058224],"category_scores_gemma":[0.003018135,0.0007746669,0.001986107,0.002075362,0.00148867,0.001438579,0.00180786,0.003509185,0.008528043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096075,"about_ca_system_score_gemma":0.005447265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003261267,"about_ca_topic_score_gemma":0.005856498,"domain_scores_codex":[0.9966029,0.00130655,0.0006636916,0.0002179838,0.0009479131,0.0002610119],"domain_scores_gemma":[0.9971287,0.0008011167,0.0003730735,0.00027487,0.00121162,0.0002106611],"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":[0.0009122066,0.0004435648,0.0006476729,0.02342756,0.0001510856,0.001574065,0.0005363167,0.0005786321,0.03655164,0.05515282,0.4561284,0.4238962],"study_design_scores_gemma":[0.00003162698,0.0001765959,0.0005987554,0.003466707,0.00007169161,0.000530104,0.00004822984,0.00005871965,0.001951377,0.002018715,0.9910272,0.00002041125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005418867,0.7097628,0.07137315,0.0150068,0.01783922,0.01058288,0.0225032,0.003191513,0.1443216],"genre_scores_gemma":[0.01172331,0.7279563,0.09745818,0.01567212,0.002994593,0.0182768,0.0349534,0.0005937058,0.09037158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01058224,"threshold_uncertainty_score":0.04917616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130764165318528,"score_gpt":0.3905241870811213,"score_spread":0.2597600217625933,"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."}}