{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008714757,0.0002425566,0.0003396296,0.0004591673,0.0003382879,0.0005277467,0.0002419879,0.0003219994,0.001395363],"category_scores_gemma":[0.003132499,0.0002063971,0.0006649706,0.0006983931,0.0002111396,0.0003648477,0.0004226515,0.0005083379,0.000137449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003725059,"about_ca_system_score_gemma":0.0004694828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400286,"about_ca_topic_score_gemma":0.001849822,"domain_scores_codex":[0.9993461,0.0002379678,0.00007938522,0.00009622445,0.00009970117,0.0001406876],"domain_scores_gemma":[0.9971578,0.0005441171,0.001687388,0.0001010963,0.0001130824,0.0003965653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002633503,0.00002240998,0.9987056,0.000008704623,0.00004780462,0.00005959011,0.00001149101,0.0000306901,0.00002993549,0.000006364583,0.00003131192,0.0007826368],"study_design_scores_gemma":[0.00001569173,0.0001927059,0.9989826,0.00001381413,0.00004691988,0.0002879755,0.00006340551,0.0002627218,0.00002907118,0.00001827789,0.00008370358,0.000003130763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988458,0.0007234917,0.00003755629,0.00006888589,0.000008413302,0.00000379113,0.0001125073,0.000001525187,0.0001979885],"genre_scores_gemma":[0.999702,0.0001122328,0.00002275664,0.000014631,0.00001200319,0.000002493169,0.00009810486,5.543315e-7,0.00003513181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001400286,"threshold_uncertainty_score":0.004667997,"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."}}