{"id":"W4399046147","doi":"10.1177/17562848241254267","title":"Impact of rifaximin use in infections and mortality in patients with decompensated cirrhosis and hepatic encephalopathy","year":2024,"lang":"en","type":"article","venue":"Therapeutic Advances in Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Medicine; Rifaximin; Internal medicine; Hepatic encephalopathy; Cirrhosis; Spontaneous bacterial peritonitis; Cohort; Liver disease; Gastroenterology; Model for End-Stage Liver Disease; Pneumonia; Mortality rate; Antibiotics; Liver transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007096268,0.00009935057,0.0002280985,0.0002441047,0.000007521769,0.000005582105,0.00001909454,0.00003073167,0.00001253431],"category_scores_gemma":[0.000002937718,0.00007571532,0.00001930605,0.0001574099,0.0001138212,0.0002475792,0.000007676628,0.0001110407,2.733435e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004419635,"about_ca_system_score_gemma":0.00002073994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003190379,"about_ca_topic_score_gemma":0.002565253,"domain_scores_codex":[0.9993072,0.00008327101,0.0002051016,0.0001842949,0.00006408848,0.0001560504],"domain_scores_gemma":[0.9997588,0.00007518534,0.00003235607,0.00007799308,0.00001787253,0.00003780526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001287742,0.0002731499,0.9958133,0.0001236147,0.00008692008,0.00002799423,0.0005970121,0.00008716824,0.00004175316,0.00001535068,3.497275e-8,0.001645978],"study_design_scores_gemma":[0.002842926,0.001728276,0.9941159,0.0002314877,0.0001209494,0.00001203163,0.00002802163,0.0006391163,0.000008859319,0.0002335443,5.673261e-7,0.0000382913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987426,0.0006748125,0.0002286644,0.00001480755,0.00002895092,0.0002727252,0.00002040154,0.000009542304,0.000007430374],"genre_scores_gemma":[0.9990088,0.0008240489,0.0000689917,0.00004507317,0.000003511806,0.000018549,0.00002288373,0.000007414842,6.94862e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002246215,"threshold_uncertainty_score":0.3087581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045450198791867,"score_gpt":0.2950588260877313,"score_spread":0.2846043240998126,"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."}}