{"id":"W3007368579","doi":"10.1016/j.cld.2020.01.003","title":"Nonpharmacologic Management of Hepatic Encephalopathy","year":2020,"lang":"en","type":"review","venue":"Clinics in Liver Disease","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Shionogi; Merck; AbbVie; Gilead Sciences; Mallinckrodt Pharmaceuticals; University of Pennsylvania","keywords":"Medicine; Hepatic encephalopathy; Intensive care medicine; Internal medicine; Cirrhosis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007096282,0.001000795,0.002495247,0.002404584,0.0002473102,0.0009469228,0.001064982,0.0009937405,0.004969959],"category_scores_gemma":[0.001597052,0.0002777504,0.001043723,0.00177976,0.0004022786,0.0009683144,0.0007216309,0.001920752,0.001079204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005809651,"about_ca_system_score_gemma":0.001014797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620984,"about_ca_topic_score_gemma":0.004441942,"domain_scores_codex":[0.9997341,0.0000644404,0.00006062044,0.00004251775,0.00007450152,0.00002377828],"domain_scores_gemma":[0.9993199,0.0004325588,0.0001159246,0.00001260325,0.00008719863,0.00003179588],"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":[0.0001775124,0.00008895565,0.0001739969,0.04378942,0.0003095972,0.0002108133,0.00002788438,0.0002199443,0.0003756768,0.0009304313,0.01633833,0.9373575],"study_design_scores_gemma":[0.0005469514,0.0005170891,0.0038065,0.06517737,0.002929233,0.004355071,0.0001485878,0.0003761718,0.0005576949,0.002802719,0.9187079,0.00007459851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004052517,0.9994585,0.00004594959,0.00007382577,0.00008884306,0.000003270996,0.000008077215,0.000002583877,0.0002785811],"genre_scores_gemma":[0.0005234668,0.9987994,0.0001357559,0.0002033899,0.0001529478,0.000005580899,0.0000211174,9.687029e-7,0.0001573136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004969959,"threshold_uncertainty_score":0.01662618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0762856674750143,"score_gpt":0.3998150208460218,"score_spread":0.3235293533710075,"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."}}