{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009448332,0.00008172484,0.0001415144,0.000132338,0.00008057323,0.000007033789,0.00001685076,0.00002244503,0.0001101835],"category_scores_gemma":[0.000002396274,0.00006238931,0.00002224895,0.0001681424,0.00001015983,0.00006923552,0.00001402507,0.00005587359,0.0000011092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724263,"about_ca_system_score_gemma":0.00002949498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006847314,"about_ca_topic_score_gemma":0.0001018652,"domain_scores_codex":[0.9992701,0.00004875044,0.0001540586,0.0001497295,0.0002862851,0.00009102288],"domain_scores_gemma":[0.9997359,0.00001510936,0.0001149935,0.00004569486,0.00004931184,0.00003899914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001041901,0.000457239,0.9930235,0.0002855487,0.0001808897,0.000008722684,0.001898451,0.00009157995,0.001112298,0.00000830882,0.00003916239,0.001852433],"study_design_scores_gemma":[0.003924061,0.0004104669,0.991447,0.00008628519,0.0004857712,0.000001077965,0.00003563968,0.00002131133,0.002997522,9.243718e-7,0.0005036482,0.00008629746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999162,0.00003868458,0.00004832635,0.00009833118,0.00003504089,0.0004376616,0.00005084772,0.000009977179,0.0001191775],"genre_scores_gemma":[0.998896,0.00008451565,0.000321001,0.00004924133,0.000007394264,0.00003162244,0.0004175502,0.000007845814,0.0001848166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002882161,"threshold_uncertainty_score":0.2544162,"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."}}