{"id":"W4407157691","doi":"10.1001/jama.2024.27441","title":"Simvastatin and Rifaximin in Decompensated Cirrhosis","year":2025,"lang":"en","type":"article","venue":"JAMA","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Toronto Liver Centre; University Health Network","funders":"Universitat Autònoma de Barcelona; Universität Zürich; Universitat de Barcelona; University College London; U.S. Department of Veterans Affairs; University of Alberta; Instituto de Investigación Sanitaria Gregorio Marañón; Centres de Recerca de Catalunya; Health Services Research and Development; Aarhus Universitet; Massachusetts General Hospital; KU Leuven; National Institute of Diabetes and Digestive and Kidney Diseases; Universidad Complutense de Madrid","keywords":"Medicine; Cirrhosis; Internal medicine; Rifaximin; Gastroenterology; Hepatic encephalopathy; Ascites; Hazard ratio; Placebo; Clinical endpoint; Randomized controlled trial; Confidence interval; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001061503,0.00037066,0.001205076,0.0002363358,0.0001685817,0.0002224952,0.0002274982,0.0005196554,0.002186704],"category_scores_gemma":[0.001035572,0.0001332921,0.0005629902,0.0002401975,0.0003422169,0.0002336849,0.0002256524,0.0006062436,0.0001475087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464405,"about_ca_system_score_gemma":0.0005914848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004922316,"about_ca_topic_score_gemma":0.001292962,"domain_scores_codex":[0.9995313,0.0003095967,0.00004862859,0.00002844284,0.00003892154,0.00004312834],"domain_scores_gemma":[0.9995122,0.0001885429,0.0001151554,0.00001507418,0.00002511473,0.0001439747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6533375,0.003887903,0.02836841,0.006169187,0.002653638,0.0004699796,0.0001990298,0.0008436132,0.01668,0.0007792004,0.002963254,0.2836483],"study_design_scores_gemma":[0.6991208,0.1724845,0.1033475,0.0008731203,0.002639325,0.0006283158,0.0001836598,0.001833193,0.004785071,0.001016923,0.0130578,0.00002981206],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259564,0.06812026,0.0004468377,0.002486928,0.0004327824,0.0005178134,0.000248874,0.0000410189,0.001748975],"genre_scores_gemma":[0.9864904,0.01072459,0.0006967008,0.0006017353,0.0004278797,0.0002913915,0.0001831172,0.000003342569,0.0005808302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002186704,"threshold_uncertainty_score":0.007315278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008056909128126503,"score_gpt":0.2728464982744597,"score_spread":0.2647895891463332,"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."}}