{"id":"W2805536661","doi":"10.1007/s12072-018-9875-9","title":"Myosteatosis and sarcopenia are associated with hepatic encephalopathy in patients with cirrhosis","year":2018,"lang":"en","type":"article","venue":"Hepatology International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":207,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Alberta Hospital","funders":"American College of Gastroenterology; Gilead Sciences","keywords":"Sarcopenia; Hepatology; Medicine; Cirrhosis; Colorectal surgery; Hepatic encephalopathy; Internal medicine; Gastroenterology; Abdominal surgery; Intensive care medicine","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":[0.0000487263,0.0001021479,0.0001721781,0.0001425481,0.00003882303,0.00001038848,0.00005261279,0.00005922486,0.0001679887],"category_scores_gemma":[0.00001901449,0.00007692389,0.00001524397,0.0001157053,0.0001439197,0.0001194107,0.00001250138,0.0000831199,0.00002077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006569464,"about_ca_system_score_gemma":0.00005417295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000906036,"about_ca_topic_score_gemma":0.0007113729,"domain_scores_codex":[0.9992487,0.00003760958,0.0001429529,0.0002131171,0.0002223149,0.0001352629],"domain_scores_gemma":[0.9994961,0.00004999157,0.00008324109,0.00007880807,0.000226831,0.00006503134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009440614,0.0002056919,0.9977278,0.0000130095,0.0002530858,0.00006920173,0.0005011476,1.650511e-7,0.000009842664,0.00006909393,0.00002879705,0.000178129],"study_design_scores_gemma":[0.004238046,0.000518897,0.9942021,0.000237727,0.0001886792,0.0000191944,0.00005431106,0.000209992,0.0001816442,0.00003831742,0.00001992919,0.00009120152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982178,0.00001915559,0.00004168637,0.0004224625,0.00007467588,0.0002064092,0.00004762438,0.00002432989,0.0009458181],"genre_scores_gemma":[0.9989558,0.00001587205,0.0001152341,0.000576405,0.00002801774,0.0000246602,0.0002265595,0.00001131459,0.00004607493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003525713,"threshold_uncertainty_score":0.3136865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005739999712828633,"score_gpt":0.2170724108863565,"score_spread":0.2113324111735279,"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."}}