{"id":"W2793443582","doi":"10.1002/lt.25032","title":"Assessment of the spectrum of hepatic encephalopathy: A multicenter study","year":2018,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University Health Centre","funders":"National Center for Advancing Translational Sciences; Relypsa; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Medicine; Hepatic encephalopathy; Concordance; Cirrhosis; Hepatology; Internal medicine; Rifaximin; Gastroenterology; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003477856,0.0004728468,0.0004225773,0.0007490274,0.0008347136,0.0006769297,0.0005150405,0.0005954159,0.0009313865],"category_scores_gemma":[0.007864591,0.0003579444,0.0004799117,0.001139272,0.0004686563,0.0008403571,0.0007325495,0.0004494209,0.0003199867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107133,"about_ca_system_score_gemma":0.001122653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03925356,"about_ca_topic_score_gemma":0.04097816,"domain_scores_codex":[0.9981174,0.0008265105,0.0001667344,0.0003206134,0.0003148079,0.0002539392],"domain_scores_gemma":[0.9948298,0.0007968255,0.001555104,0.0004107417,0.001478729,0.0009287528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002868951,0.0001182041,0.9979584,0.00001307766,0.0000464758,0.00002369527,0.0003659564,0.00001606529,0.00009638601,0.00000733356,0.00008777552,0.0009797906],"study_design_scores_gemma":[0.00003282533,0.0003922165,0.9985488,0.000008719672,0.00002126229,0.00007167277,0.0006198749,0.00008369046,0.00001851997,0.000005414121,0.0001920177,0.000005004479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991303,0.0000897712,0.00006631097,0.00003595143,0.000004551955,0.00007348423,0.0002023853,0.000002244729,0.0003950821],"genre_scores_gemma":[0.9992015,0.00008216306,0.0001652755,0.00004913803,0.000009516317,0.00006625475,0.0003416566,0.000002378725,0.00008203871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03925356,"threshold_uncertainty_score":0.07805014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117384229255959,"score_gpt":0.2822134318367431,"score_spread":0.2704750089111472,"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."}}