{"id":"W3094334480","doi":"10.1016/j.jhep.2020.07.013","title":"Hepatic encephalopathy: Novel insights into classification, pathophysiology and therapy","year":2020,"lang":"en","type":"review","venue":"Journal of Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":460,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Imperial College London; National Institute for Health and Care Research","keywords":"Subclinical infection; Hepatic encephalopathy; Medicine; Intensive care medicine; Encephalopathy; Coma (optics); Disease; Confusion; Pathophysiology; Complication; Liver disease; Bioinformatics; Cirrhosis; Pathology; Internal medicine; Psychology","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":[0.001157002,0.001172662,0.002523182,0.002643206,0.0002781686,0.001775567,0.001212637,0.001204406,0.002746796],"category_scores_gemma":[0.001688589,0.0002590775,0.0007292365,0.002731846,0.0007939961,0.001773305,0.0009869862,0.002497676,0.001369097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022808,"about_ca_system_score_gemma":0.001943758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153845,"about_ca_topic_score_gemma":0.003074327,"domain_scores_codex":[0.9996859,0.00006983645,0.00005929277,0.00005288329,0.0001009769,0.00003109619],"domain_scores_gemma":[0.9991819,0.0004133826,0.0001168036,0.00001950984,0.0002020588,0.00006627938],"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":[0.0001453332,0.00006645354,0.0002985942,0.01802815,0.0001573993,0.0001824772,0.00004197997,0.0004572081,0.0006394064,0.003666099,0.0347678,0.9415492],"study_design_scores_gemma":[0.00007736215,0.0001774641,0.001594117,0.01278753,0.0004983483,0.001763633,0.0001239459,0.0002949534,0.0002630606,0.004896441,0.9774739,0.00004913472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004086884,0.9990593,0.00009304034,0.0003347168,0.0001713245,0.000002484781,0.00001259711,0.000004230308,0.0002814797],"genre_scores_gemma":[0.0003217291,0.9988171,0.0001685019,0.0002154221,0.0003140198,0.000003422271,0.00002097987,7.843998e-7,0.0001380883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002746796,"threshold_uncertainty_score":0.00918895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05274182340801428,"score_gpt":0.3322000836298525,"score_spread":0.2794582602218383,"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."}}