{"id":"W4288748591","doi":"10.1002/lt.26552","title":"Association of serum metabolites and gut microbiota at hospital admission with nosocomial infection development in patients with cirrhosis","year":2022,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"Grifols; National Institute of Diabetes and Digestive and Kidney Diseases; Mallinckrodt Pharmaceuticals; Office of Research and Development; U.S. Department of Veterans Affairs","keywords":"Medicine; Cirrhosis; Liver transplantation; Fecal bacteriotherapy; Gut flora; Internal medicine; Intensive care medicine; Gastroenterology; Antibiotics; Immunology; Transplantation; Microbiology; Clostridium difficile","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":[0.0004913899,0.0003412597,0.0004515983,0.0005320457,0.0003245284,0.0006195218,0.0001856237,0.000377763,0.0009682526],"category_scores_gemma":[0.002061377,0.0002345818,0.0003204632,0.0006276778,0.0002407349,0.000344004,0.0005059559,0.0004953409,0.0001304946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002768948,"about_ca_system_score_gemma":0.0002753067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570508,"about_ca_topic_score_gemma":0.002071799,"domain_scores_codex":[0.9996171,0.0001139481,0.00006080447,0.00006704815,0.00005299931,0.00008808137],"domain_scores_gemma":[0.9988918,0.0002324194,0.0004827131,0.00007342712,0.00009339488,0.000226335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002363245,0.00001983026,0.9986354,0.000004250285,0.00002168227,0.0000449399,0.00001645197,0.00002410887,0.0002675082,0.000004453462,0.00002199379,0.0007031072],"study_design_scores_gemma":[0.000004938565,0.0001270253,0.9992866,0.000002908326,0.00001698132,0.0001311469,0.00006738947,0.0002421332,0.0000767487,0.00001252775,0.00002939491,0.000002203357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996131,0.0001440915,0.0000448208,0.00002088014,0.000002599357,0.000002836657,0.00006465986,0.000002089296,0.0001048625],"genre_scores_gemma":[0.999747,0.00004552595,0.00006030231,0.00001111956,0.000006033731,0.000002771867,0.00008620098,8.27598e-7,0.00004027763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001570508,"threshold_uncertainty_score":0.003239095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002710097180938806,"score_gpt":0.1774690146953537,"score_spread":0.1747589175144149,"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."}}