{"id":"W4221011880","doi":"10.1016/j.jhep.2022.03.014","title":"Heretical thoughts into hepatic encephalopathy","year":2022,"lang":"en","type":"review","venue":"Journal of Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Hepatic encephalopathy; Lactulose; Intensive care medicine; Medicine; Rifaximin; Encephalopathy; Modalities; Treatment modality; Clinical trial; Grading (engineering); Therapeutic modalities; Pathology; Internal medicine; Cirrhosis","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":[0.001244441,0.001254418,0.001997238,0.004085987,0.0004113847,0.002000487,0.0007980399,0.001958648,0.006846342],"category_scores_gemma":[0.003276275,0.0003425188,0.0007515874,0.00343831,0.001258233,0.003232615,0.001745846,0.003759655,0.001767969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009690002,"about_ca_system_score_gemma":0.002125449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009277955,"about_ca_topic_score_gemma":0.002317226,"domain_scores_codex":[0.99964,0.0001114196,0.00007168755,0.00004291532,0.00009370198,0.00004024403],"domain_scores_gemma":[0.9990076,0.0005568473,0.000155782,0.00002837957,0.0001551709,0.00009617875],"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":[0.0002137036,0.00006715124,0.000160786,0.04223647,0.0003004364,0.0005524723,0.0001538734,0.0003119491,0.0005155197,0.01013331,0.1780576,0.7672967],"study_design_scores_gemma":[0.00009430543,0.00009099369,0.0004428945,0.01967144,0.0003012678,0.00113672,0.00009660895,0.00006334531,0.00009407223,0.005933028,0.972047,0.0000282987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002470499,0.9968457,0.00004339067,0.001073987,0.001484533,0.000001808445,0.000008527808,0.000003789685,0.0005135871],"genre_scores_gemma":[0.0005352016,0.9937297,0.0001128855,0.002328764,0.002665959,0.00000547883,0.00001904594,0.000001989889,0.0006009817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006846342,"threshold_uncertainty_score":0.02290326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05162295086410706,"score_gpt":0.3701958349824365,"score_spread":0.3185728841183294,"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."}}