{"id":"W2041914006","doi":"10.1038/ajg.2013.480","title":"Rifaximin for Episodic, Overt Hepatic Encephalopathy: The Data are Catching up to Clinical Practice, but Questions Remain","year":2014,"lang":"en","type":"letter","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Rifaximin; Hepatology; Hepatic encephalopathy; Internal medicine; Gastroenterology; Family medicine; Cirrhosis","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":[0.002765859,0.0004743591,0.0008189256,0.0005191725,0.00128334,0.001490384,0.001004143,0.01348291,0.003281186],"category_scores_gemma":[0.01495157,0.000244312,0.0007291749,0.0008259054,0.00214864,0.003420174,0.0005377429,0.01485366,0.002602816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505586,"about_ca_system_score_gemma":0.00145009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373343,"about_ca_topic_score_gemma":0.003828943,"domain_scores_codex":[0.9979178,0.0009199966,0.0003329112,0.00016297,0.0004471687,0.0002191644],"domain_scores_gemma":[0.9920988,0.004850337,0.0006768813,0.0003059019,0.00108999,0.0009782161],"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":[0.0004404941,0.0001415782,0.01150659,0.0003666973,0.00007921323,0.02204428,0.0004775421,0.0002930921,0.00077859,0.004397673,0.8431805,0.1162938],"study_design_scores_gemma":[0.001062181,0.001051478,0.02878832,0.004494732,0.0001459001,0.06315587,0.002074364,0.001732841,0.0009230312,0.02664328,0.8697476,0.0001803869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002135653,0.008036073,0.0001399412,0.9822427,0.004452251,0.00000732649,0.00002147776,0.00002684272,0.002937702],"genre_scores_gemma":[0.03649447,0.01651134,0.0006632418,0.8761609,0.06677524,0.00002536347,0.00007196888,0.00003323299,0.003264245],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01348291,"threshold_uncertainty_score":0.01817936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05117927357870503,"score_gpt":0.3692348786118959,"score_spread":0.3180556050331909,"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."}}