{"id":"W2073233300","doi":"10.1002/hep.26967","title":"Diagnosis of minimal hepatic encephalopathy in patients with cirrhosis: Should we bury psychometric tests?","year":2013,"lang":"en","type":"letter","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatic encephalopathy; Cirrhosis; Psychometric tests; Medicine; Flicker fusion threshold; Test (biology); Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01427595,0.001345367,0.003889448,0.003644625,0.00106369,0.004040502,0.004106388,0.01503952,0.001423774],"category_scores_gemma":[0.09577708,0.000698068,0.001194026,0.001786585,0.004111819,0.01212068,0.00176183,0.01848067,0.001635367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001836993,"about_ca_system_score_gemma":0.001781044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003190973,"about_ca_topic_score_gemma":0.003702691,"domain_scores_codex":[0.9935071,0.002464714,0.001882532,0.0008466698,0.0009499545,0.0003489516],"domain_scores_gemma":[0.9449518,0.02970532,0.003229972,0.001390699,0.01826695,0.002455347],"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":[0.00105457,0.0001700862,0.02673395,0.003669588,0.0004868236,0.005628886,0.001223118,0.0003175762,0.000471932,0.002999529,0.764221,0.1930229],"study_design_scores_gemma":[0.001147667,0.001182836,0.06551182,0.02161102,0.001310286,0.04484141,0.006258053,0.006143877,0.001674735,0.05029827,0.7987164,0.001303594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002290473,0.08340956,0.0008693972,0.8053931,0.1074683,0.0000218522,0.00009788194,0.00008083924,0.0003686303],"genre_scores_gemma":[0.02901227,0.06274311,0.002425186,0.3157463,0.5889801,0.00008803538,0.0001130611,0.00009807504,0.0007938659],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01503952,"threshold_uncertainty_score":0.07549936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282596250935745,"score_gpt":0.254758532940164,"score_spread":0.2319325704308066,"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."}}