Host response to translocated microbial products predicts outcomes of patients with HBV or HCV infection
Open accessAbstract
Background & aims Chronic infection with hepatitis B or C virus (HBV or HCV) is a leading cause of cirrhosis by unknown mechanisms of pathogenesis. Translocation of gut microbial products into the systemic circulation might increase because of increased intestinal permeability, bacterial overgrowth, or impaired clearance of microbial products by Kupffer cells. We investigated whether the extent and progression of liver disease in patients with chronic HBV or HCV infection are associated with microbial translocation and subsequent activation of monocytes.Methods In a retrospective study, we analyzed data from 16 patients with minimal fibrosis, 68 with cirrhosis, and 67 uninfected volunteers. We analyzed plasma levels of soluble CD14 (sCD14), intestinal fatty acid binding protein, and interleukin-6 by enzyme-linked immunosorbent assay, and lipopolysaccharide (LPS) by the limulus amebocyte lysate assay, at presentation and after antiviral treatment.Results Compared with uninfected individuals, HCV- and HBV-infected individuals had higher plasma levels of LPS, intestinal fatty acid binding protein (indicating enterocyte death), sCD14 (produced upon LPS activation of monocytes), and interleukin-6. Portal hypertension, indicated by low platelet counts, was associated with enterocyte death (P=.045 at presentation, P<.0001 after therapy). Levels of sCD14 correlated with markers of hepatic inflammation (P=.02 for aspartate aminotransferase, P=.002 for ferritin) and fibrosis (P<.0001 for γ-glutamyl transpeptidase, P=.01 for alkaline phosphatase, P<.0001 for α-fetoprotein). Compared to subjects with minimal fibrosis, subjects with severe fibrosis at presentation had higher plasma levels of sCD14 (P=.01) and more hepatic CD14+ cells (P=.0002); each increased risk for disease progression (P=.0009 and P=.005, respectively).Conclusions LPS-induced local and systemic inflammation is associated with cirrhosis and predicts progression to end-stage liver disease in patients with HBV or HCV infection.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The host response to translocated microbial products predicts outcomes also in patients with hepatitis B and C virus infections, indicating that bacterial translocation contributes to the progression of chronic liver injury not only in the presence of metabolic or alcoholic disease.
“Finally, the host response to translocated microbial products predicts outcomes also in patients with hepatitis B and C virus infections, indicating that bacterial translocation contributes to the progression of chronic liver injury not only in the presence of metabolic or alcoholic disease [241].”
From Gut-pancreas-liver Axis as a target for treatment of NAFLD/NASH (2020) · cites this paper as [241]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Histological grading and staging of chronic hepatitis.
Ishak, K., Baptista, A., Bianchi, L., Callea, F., Groote, J. D., Gudat, F., Denk, H., Desmet, V., Korb, G., Macsween, R. N., et al. (1995) · Journal of Hepatology · doi:10.1016/0168-8278(95)80226-6 · Cited by 5,290 · see citing works
D’Amico, G., García–Tsao, G., & Pagliaro, L. (2005) · Journal of Hepatology · doi:10.1016/j.jhep.2005.10.013 · Cited by 3,195 · see citing works
Diagnosis, management, and treatment of hepatitis C: An update # † ‡
Ghany, M. G., Strader, D. B., Thomas, D. L., & Seeff, L. B. (2008) · Hepatology · doi:10.1002/hep.22759 · Cited by 2,971 · see citing works
Chronic hepatitis B: Update 2009 #
Lok, A. S.-F., & McMahon, B. J. (2009) · Hepatology · doi:10.1002/hep.23190 · Cited by 2,836 · see citing works
Liver enzyme alteration: a guide for clinicians
Giannini, E. G. (2005) · Canadian Medical Association Journal · doi:10.1503/cmaj.1040752 · Cited by 2,022 · see citing works
TLR4 enhances TGF-β signaling and hepatic fibrosis
Seki, E., De Minicis, S., Österreicher, C. H., Kluwe, J., Osawa, Y., Brenner, D. A., & Schwabe, R. F. (2007) · Nature Medicine · doi:10.1038/nm1663 · Cited by 1,942 · see citing works
Selective depletion of macrophages reveals distinct, opposing roles during liver injury and repair
Duffield, J. S., Forbes, S. J., Constandinou, C. M., Clay, S., Partolina, M., Vuthoori, S., Wu, S., Lang, R., & Iredale, J. P. (2005) · Journal of Clinical Investigation · doi:10.1172/jci200522675 · Cited by 1,649 · see citing works
Liver Failure and Defective Hepatocyte Regeneration in Interleukin-6-Deficient Mice
Cressman, D. E., Greenbaum, L. E., DeAngelis, R. A., Ciliberto, G., Furth, E. E., Poli, V., & Taub, R. (1996) · Science · doi:10.1126/science.274.5291.1379 · Cited by 1,536 · see citing works
Imbert‐Bismut, F., Ratziu, V., Piéroni, L., Charlotte, F., Benhamou, Y., & Poynard, T. (2001) · The Lancet · doi:10.1016/s0140-6736(00)04258-6 · Cited by 1,422 · see citing works
. Plasma levels of soluble CD14 independently predict mortality in HIV infection.
Sandler, N. G., Wand, H., Roque, A., Law, M., Nason, M. C., Nixon, D. E., Pedersen, C., Ruxrungtham, K., Lewin, S. R., Emery, S., et al. (2011) · The Journal of Infectious Diseases · doi:10.1093/infdis/jiq118 · Cited by 1,106 · see citing works
Self-citationPugin, J., Schürer-Maly, C., Leturcq, D., Moriarty, A., Ulevitch, R., & Tobias, P. (1993) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.90.7.2744 · Cited by 901 · see citing works
Soluble CD14 participates in the response of cells to lipopolysaccharide.
Frey, E. A., Miller, D. S., Jahr, T. G., Sundan, A., Bažil, V., Espevik, T., Finlay, B. B., & Wright, S. D. (1992) · The Journal of Experimental Medicine · doi:10.1084/jem.176.6.1665 · Cited by 682 · see citing works
Bode, C., Kugler, V., & Bode, J. C. (1987) · Journal of Hepatology · doi:10.1016/s0168-8278(87)80003-x · Cited by 529 · see citing works
Lipopolysaccharides in liver injury: molecular mechanisms of Kupffer cell activation
Su, G. L. (2002) · American Journal of Physiology-Gastrointestinal and Liver Physiology · doi:10.1152/ajpgi.00550.2001 · Cited by 481 · see citing works
Ockner, R. K., & Manning, J. A. (1974) · Journal of Clinical Investigation · doi:10.1172/jci107768 · Cited by 473 · see citing works
Shedding as a mechanism of down-modulation of CD14 on stimulated human monocytes
Bažil, V., & Strominger, J. L. (1991) · The Journal of Immunology · doi:10.4049/jimmunol.147.5.1567 · Cited by 430 · see citing works
Verhasselt, V., Buelens, C., Willems, F., Groote, D. D., Haeffner‐Cavaillon, N., & Goldman, M. (1997) · The Journal of Immunology · doi:10.4049/jimmunol.158.6.2919 · Cited by 421 · see citing works
Elevated endotoxin levels in non-alcoholic fatty liver disease
Harte, A. L., da Silva, N. F., Creely, S. J., McGee, K. C., Billyard, T., Elabd, E. M. Y., Tripathi, G., Ashour, E., Abdalla, M. S., Sharada, H. M., et al. (2010) · Journal of Inflammation · doi:10.1186/1476-9255-7-15 · Cited by 390 · see citing works
Pelsers, M. M. A. L., Namiot, Z., Kisielewski, W., Namiot, A., Januszkiewicz, M., Hermens, W. T., & Glatz, J. F. C. (2003) · Clinical Biochemistry · doi:10.1016/s0009-9120(03)00096-1 · Cited by 377 · see citing works
Not interferon, but interleukin‐6 controls early gene expression in hepatitis B virus infection
Hösel, M., Quasdorff, M., Wiegmann, K., Webb, D., Zedler, U., Broxtermann, M., Tedjokusumo, R., Esser, K., Arzberger, S., Kirschning, C. J., et al. (2009) · Hepatology · doi:10.1002/hep.23226 · Cited by 360 · see citing works
Initial responses to endotoxins and Gram-negative bacteria
Heumann, D., & Roger, T. (2002) · Clinica Chimica Acta · doi:10.1016/s0009-8981(02)00180-8 · Cited by 359 · see citing works
α-fetoprotein: Reevaluation in hepatology
Taketa, K. (1990) · Hepatology · doi:10.1002/hep.1840120625 · Cited by 354 · see citing works
Zimmermann, H. W., Seidler, S., Nattermann, J., Gaßler, N., Hellerbrand, C., Zernecke, A., Tischendorf, J. J. W., Luedde, T., Weiskirchen, R., Trautwein, C., et al. (2010) · PLoS ONE · doi:10.1371/journal.pone.0011049 · Cited by 311 · see citing works
Human Immunodeficiency Virus-Related Microbial Translocation and Progression of Hepatitis C
Balagopal, A., Philp, F. H., Astemborski, J. A., Block, T. M., Mehta, A. S., Long, R. E., Kirk, G. D., Mehta, S. H., Cox, A. L., Thomas, D. L., et al. (2008) · Gastroenterology · doi:10.1053/j.gastro.2008.03.022 · Cited by 282 · see citing works
Modulatory effects of sCD14 and LBP on LPS-host cell interactions
Kitchens, R. L., & Thompson, P. A. (2005) · Journal of Endotoxin Research · doi:10.1179/096805105x46565 · Cited by 268 · see citing works
Human monocyte CD14 is upregulated by lipopolysaccharide
Landmann, R., Knopf, H. P., Link, S., Sansano, S., Schumann, R., & Zimmerli, W. (1996) · Infection and Immunity · doi:10.1128/iai.64.5.1762-1769.1996 · Cited by 234 · see citing works
Modulatory effects of sCD14 and LBP on LPS-host cell interactions
Kitchens, R. L., & Thompson, P. A. (2005) · Journal of Endotoxin Research · doi:10.1177/09680519050110040701 · Cited by 231 · see citing works
Recombinant soluble CD14 mediates the activation of endothelial cells by lipopolysaccharide.
Haziot, A., Rong, G. W., Silver, J. E., & Goyert, S. M. (1993) · The Journal of Immunology · doi:10.4049/jimmunol.151.3.1500 · Cited by 204 · see citing works
Dolganiuc, A., Norkina, O., Kodys, K., Catalano, D. E., Bakis, G., Marshall, C. P., Mandrekar, P., & Szabó, G. (2007) · Gastroenterology · doi:10.1053/j.gastro.2007.08.003 · Cited by 202 · see citing works
Kitchens, R. L., Thompson, P. A., Viriyakosol, S., O’Keefe, G. E., & Munford, R. S. (2001) · Journal of Clinical Investigation · doi:10.1172/jci13139 · Cited by 199 · see citing works
Regulation of interactions of Gram-negative bacterial endotoxins with mammalian cells
Gioannini, T. L., & Weiss, J. P. (2007) · Immunologic Research · doi:10.1007/s12026-007-0069-0 · Cited by 195 · see citing works
The role of the liver in the response to LPS: experimental and clinical findings
Jirillo, E., Caccavo, D., Magrone, T., Piccigallo, E., Amati, L., Lembo, A., Kalis, C., & Gumenscheimer, M. (2002) · Journal of Endotoxin Research · doi:10.1179/096805102125000641 · Cited by 178 · see citing works
Cohn, S. M., Simon, T. C., Roth, K. A., Birkenmeier, E. H., & Gordon, J. I. (1992) · The Journal of Cell Biology · doi:10.1083/jcb.119.1.27 · Cited by 175 · see citing works
Kitchens, R. L., Thompson, P. A., Viriyakosol, S., et al. (2001) · Journal of Clinical Investigation · doi:10.1172/jci200113139 · Cited by 172 · see citing works
Rivera, C. A., Bradford, B. U., Hunt, K. J., Adachi, Y., Schrum, L. W., Koop, D. R., Burchardt, E.-R., Rippe, R. A., & Thurman, R. G. (2001) · American Journal of Physiology-Gastrointestinal and Liver Physiology · doi:10.1152/ajpgi.2001.281.1.g200 · Cited by 165 · see citing works
Intestinal endotoxemia as a pathogenetic mechanism in liver failure
De-wu, H. (2002) · World Journal of Gastroenterology · doi:10.3748/wjg.v8.i6.961 · Cited by 154 · see citing works
Roles for accessory molecules in microbial recognition by Toll-like receptors
Miyake, K. (2006) · Journal of Endotoxin Research · doi:10.1179/096805106x118807 · Cited by 150 · see citing works
Control of Hepatitis C: A Medicinal Chemistry Perspective
Gordon, C. P., & Keller, P. A. (2004) · Journal of Medicinal Chemistry · doi:10.1021/jm0400101 · Cited by 143 · see citing works
Metwally, M. A., Zein, C. O., & Zein, N. N. (2004) · The American Journal of Gastroenterology · doi:10.1111/j.1572-0241.2004.04049.x · Cited by 135 · see citing works
Upregulation of mouse CD14 expression in Kupffer cells by lipopolysaccharide.
Matsuura, K., Ishida, T., Setoguchi, M., Higuchi, Y., Akizuki, S., & Yamamoto, S. (1994) · The Journal of Experimental Medicine · doi:10.1084/jem.179.5.1671 · Cited by 121 · see citing works
URBASCHEK, R., McCuskey, R. S., Rudi, V., Becker, K.-P., Stickel, F., Urbaschek, B., & Seitz, H. K. (2001) · Alcoholism Clinical and Experimental Research · doi:10.1111/j.1530-0277.2001.tb02207.x · Cited by 95 · see citing works
Role of γ‐glutamyl transferase activity in patients with chronic hepatitis C virus infection
SILVA, I. S., FERRAZ, M. L. C., Perez, R. D. M., et al. (2004) · Journal of Gastroenterology and Hepatology · doi:10.1111/j.1440-1746.2003.03256.x · Cited by 83 · see citing works
Portal hypertensive colopathy in patients with liver cirrhosis
Ito, K. (2005) · World Journal of Gastroenterology · doi:10.3748/wjg.v11.i20.3127 · Cited by 65 · see citing works
Svéen, K., Hofstad, T., & Milner, K. C. (1977) · Acta Pathologica Microbiologica Scandinavica Section B Microbiology · doi:10.1111/j.1699-0463.1977.tb01994.x · Cited by 64 · see citing works
Hiki, N., Berger, D., Prigl, C., Boelke, E., Wiedeck, H., Seidelmann, M., Staib, L., Kaminishi, M., Oohara, T., & Beger, H. G. (1998) · Infection and Immunity · doi:10.1128/iai.66.3.1135-1141.1998 · Cited by 63 · see citing works
Chylomicrons can inhibit endotoxin activity in vitro
Eichbaum, E. B., Harris, H. W., Kane, J. P., & Rapp, J. H. (1991) · Journal of Surgical Research · doi:10.1016/0022-4804(91)90143-a · Cited by 52 · see citing works
Franco, J. C., González‐Quintela, A., Quinteiro, C., Gudé, F., Perez, L., Torre, J., & Vidal, C. (2005) · Alcoholism Clinical and Experimental Research · doi:10.1097/01.alc.0000171977.25531.7a · Cited by 45 · see citing works
Meiler, C. (2005) · World Journal of Gastroenterology · doi:10.3748/wjg.v11.i38.6031 · Cited by 45 · see citing works
Bacteroides fragilis signals through Toll-like receptor (TLR) 2 and not through TLR4
Al-Hawi, M. A. M., Stewart, J., Erridge, C., Patrick, S., & Poxton, I. R. (2009) · Journal of Medical Microbiology · doi:10.1099/jmm.0.009936-0 · Cited by 44 · see citing works
Cross, A. S., Opal, S. M., Warren, H. S., Palardy, J. E., Glaser, K., Parejo, N. A., & Bhattacharjee, A. K. (2001) · The Journal of Infectious Diseases · doi:10.1086/319297 · Cited by 43 · see citing works
Endotoxemia in a Series of 104 Patients with Chronic Liver Diseases: Prevalence and Significance
Gaeta, G. B., Perna, P., Adinolfi, L. E., Utili, R., & Ruggiero, G. (2009) · Digestion · doi:10.1159/000198756 · Cited by 37 · see citing works
A TLR4/MD2 fusion protein inhibits LPS-induced pro-inflammatory signaling in hepatic stellate cells
Schnabl, B., Brandl, K., Fink, M., Groß, P., Taura, K., Gäbele, E., Hellerbrand, C., & Falk, W. (2008) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2008.07.150 · Cited by 37 · see citing works
Hofstad, T., Svéen, K., & Dahlén, G. (1977) · Acta Pathologica Microbiologica Scandinavica Section B Microbiology · doi:10.1111/j.1699-0463.1977.tb01972.x · Cited by 31 · see citing works
Bambha, K., & Biggins, S. (2008) · Current Opinion in Organ Transplantation · doi:10.1097/mot.0b013e3282ff84c7 · Cited by 31 · see citing works
van Deventer, S. J. H., Knepper, A., Landsman, J., Lawson, J. J., ten Cate, J. W., Buller, H. R., Sturk, A., & Pauw, W. (1988) · PubMed · Cited by 22 · see citing works
Assay of Endotoxin by LimulusAmebocyte Lysate
Ketchum, P. A., & Novitsky, T. J. (2003) · Humana Press eBooks · doi:10.1385/1-59259-216-3:3 · Cited by 21 · see citing works
Romagnuolo, J., Andrews, C. N., Bain, V. G., et al. (2005) · Scandinavian Journal of Gastroenterology · doi:10.1080/00365520500287400 · Cited by 6 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Microbial Translocation Across the GI Tract
Brenchley, J. M., & Douek, D. C. (2012) · Annual Review of Immunology · doi:10.1146/annurev-immunol-020711-075001 · Cited by 496 · see citing works
Self-citationBacterial translocation and changes in the intestinal microbiome in mouse models of liver disease
Fouts, D. E., Torralba, M., Nelson, K. E., Brenner, D. A., & Schnabl, B. (2012) · Journal of Hepatology · doi:10.1016/j.jhep.2012.01.019 · Cited by 311 · see citing works
Methods to determine intestinal permeability and bacterial translocation during liver disease
Wang, L., Llorente, C., Hartmann, P., Yang, A.-M., Chen, P., & Schnabl, B. (2015) · Journal of Immunological Methods · doi:10.1016/j.jim.2014.12.015 · Cited by 257 · see citing works
Endotoxemia—menace, marker, or mistake?
Munford, R. S. (2016) · Journal of Leukocyte Biology · doi:10.1189/jlb.3ru0316-151r · Cited by 219 · see citing works
LeFort, K. R., Rungratanawanich, W., & Song, B.-J. (2024) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-023-05061-7 · Cited by 202 · see citing works
Tedesco, D., Thapa, M., Chin, C. Y., Ge, Y., Gong, M., Li, J., Gumber, S., Speck, P., Elrod, E. J., Burd, E. M., et al. (2018) · Gastroenterology · doi:10.1053/j.gastro.2018.02.019 · Cited by 137 · see citing works
Gastrointestinal dysfunction in liver cirrhosis
Kalaitzakis, E. (2014) · World Journal of Gastroenterology · doi:10.3748/wjg.v20.i40.14686 · Cited by 127 · see citing works
Linking intestinal homeostasis and liver disease
Schnabl, B. (2013) · Current Opinion in Gastroenterology · doi:10.1097/mog.0b013e32835ff948 · Cited by 83 · see citing works
Intrahepatic CD206+ macrophages contribute to inflammation in advanced viral-related liver disease
Tan-Garcia, A., Wai, L.-E., Zheng, D., Ceccarello, E., Jo, J., Banu, N., Khakpoor, A., Chia, A., Tham, C. Y. L., Tan, A. T., et al. (2017) · Journal of Hepatology · doi:10.1016/j.jhep.2017.04.023 · Cited by 68 · see citing works
Gut-pancreas-liver Axis as a target for treatment of NAFLD/NASH
Svegliati-Baroni, G., Patrício, B., Lioci, G., Macedo, M. P., & Gastaldelli, A. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21165820 · Cited by 66 · see citing works
Markers of bacterial translocation in end-stage liver disease
Koutsounas, I. (2015) · World Journal of Hepatology · doi:10.4254/wjh.v7.i20.2264 · Cited by 55 · see citing works
Hou, X., Hao, X., Zheng, M., Xu, C., Wang, J., Zhou, R., & Tian, Z. (2017) · Cellular & Molecular Immunology · doi:10.1038/cmi.2015.111 · Cited by 41 · see citing works
Huang, J., Jia, R., & Brunner, T. (2018) · Cellular Immunology · doi:10.1016/j.cellimm.2018.08.009 · Cited by 24 · see citing works
- Authors
- Sandler, N. G., Koh, C., Roque, A., Eccleston, J. L., Siegel, R. B., Demino, M., Kleiner, D. E., Deeks, S. G., Liang, T. J., Heller, T., & Douek, D. C.
- Affiliations
- National Institutes of Health (US)
- San Francisco General Hospital (US)
- Corresponding author
- Heller, Theo
- Douek, Daniel C.
- ORCID
- Venue
- Gastroenterology
- Publisher
- Elsevier BV
- Published
- 2011-10
- Volume
- 141
- Issue
- 4
- Pages
- 1220-1230.e3
- ISSN
- 0016-5085 (ISSN-L)
- PMC
- PMC3186837
- OpenAlex
- W1978906150
- Cited by
- 307
- References
- 57
- Citations by year
- 2026: 5 · 2025: 12 · 2024: 16 · 2023: 15 · 2022: 13 · 2021: 19 · 2020: 15 · 2019: 16 · 2018: 34 · 2017: 24 · 2016: 32 · 2015: 23 · 2014: 24 · 2013: 28 · 2012: 27
- FWCI
- 16.88
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Gastroenterology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (Z99 AI999999)
- National Cancer Institute
- National Institute of Allergy and Infectious Diseases (AI 76174, Y99 AI999999, P01AI076174, P30AI027763)
- National Institute of Diabetes and Digestive and Kidney Diseases
- Topics
- Health Sciences › Medicine › Hepatology › Liver Disease and Transplantation
- Health Sciences › Medicine › Hepatology › Hepatitis C virus research
- Health Sciences › Medicine › Hepatology › Liver physiology and pathology
- Keywords
- microbial translocation, hepatitis B, hepatitis C, liver cirrhosis, lipopolysaccharide, soluble CD14, intestinal fatty acid binding protein, interleukin-6, portal hypertension, liver fibrosis, end-stage liver disease, Kupffer cells, monocyte activation, antiviral therapy, gut-liver axis
- MeSH terms
- Biopsy, Enzyme-Linked Immunosorbent Assay, Female, Humans, Hypertension, Portal, Intestines, Kupffer Cells, Limulus Test, Lipopolysaccharides, Liver Cirrhosis, Male, Maryland, Middle Aged, Monocytes, Retrospective Studies, Severity of Illness Index, Biomarkers, Interleukin-6, Logistic Models, Odds Ratio, Cell Death, Disease Progression, Lipopolysaccharide Receptors, Bacterial Translocation, Hepatitis B, Chronic, Hepatitis C, Chronic, Enterocytes, Fatty Acid-Binding Proteins, Host-Pathogen Interactions, End Stage Liver Disease
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review