{"id":"W4205839579","doi":"10.1186/s43045-022-00175-3","title":"Cognitive impairment in recipients of liver transplantation and relation to hepatic encephalopathy","year":2022,"lang":"en","type":"article","venue":"Middle East Current Psychiatry","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liver transplantation; Hepatic encephalopathy; Memory span; Transplantation; Cognition; Medicine; Trail Making Test; Wechsler Adult Intelligence Scale; Encephalopathy; Montreal Cognitive Assessment; Internal medicine; Liver disease; Verbal memory; Model for End-Stage Liver Disease; Psychology; Cognitive impairment; Working memory; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001144124,0.0001005119,0.0001434075,0.0002319627,0.00006490874,0.000004346869,0.00003407175,0.0000201894,0.00008636459],"category_scores_gemma":[0.000002725219,0.0001054759,0.00004548885,0.0002825688,0.00001849687,0.00009209736,0.0000132171,0.0001392451,0.000009932312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005267556,"about_ca_system_score_gemma":0.00008125897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004096991,"about_ca_topic_score_gemma":0.00003525712,"domain_scores_codex":[0.9989954,0.00008489762,0.0002651996,0.000227448,0.0002975828,0.0001294361],"domain_scores_gemma":[0.9996992,0.00002009395,0.00007277316,0.00007414139,0.00003755451,0.00009625014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001991966,0.0009146499,0.978523,0.0008898101,0.00004016939,0.00002204503,0.01219832,0.00004242113,0.0001096162,0.0002150468,0.00001187787,0.005041064],"study_design_scores_gemma":[0.003174325,0.0004900226,0.9931931,0.0007228269,0.0003457574,0.00004700256,0.001261333,0.0004857562,0.00004322662,0.000118862,0.00001313607,0.0001045845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960514,0.001758547,0.0004544192,0.0001426871,0.0005766942,0.0006828023,0.0001740711,0.00001553279,0.0001438423],"genre_scores_gemma":[0.9989213,0.0003266734,0.0001543587,0.00007863985,0.00004544201,0.0001027609,0.0003481465,0.000009761095,0.00001296523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01467016,"threshold_uncertainty_score":0.4301184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487961841512824,"score_gpt":0.2660237389178943,"score_spread":0.241144120502766,"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."}}