The DOI matches its Crossref record; 36 of the 36 references it cites were found in a registry or an index.
A Subpopulation of Macrophages Infiltrates Hypertrophic Adipose Tissue and Is Activated by Free Fatty Acids via Toll-like Receptors 2 and 4 and JNK-dependent Pathways
Open accessAbstract
Obesity and type 2 diabetes are characterized by decreased insulin sensitivity, elevated concentrations of free fatty acids (FFAs), and increased macrophage infiltration in adipose tissue (AT). Here, we show that FFAs can cause activation of RAW264.7 cells primarily via the JNK signaling cascade and that TLR2 and TLR4 are upstream of JNK and help transduce FFA proinflammatory signals. We also demonstrate that F4/80(+)CD11b(+)CD11c(+) bone marrow-derived dendritic cells (BMDCs) have heightened proinflammatory activity compared with F4/80(+)CD11b(+)CD11c(-) bone marrow-derived macrophages and that the proinflammatory activity and JNK phosphorylation of BMDCs, but not bone marrow-derived macrophages, was further increased by FFA treatment. F4/80(+)CD11b(+)CD11c(+) cells were found in AT, and the proportion and number of these cells in AT is increased in ob/ob mice and by feeding wild type mice a high fat diet for 1 and 12 weeks. AT F4/80(+)CD11b(+)CD11c(+) cells express increased inflammatory markers compared with F4/80(+)CD11b(+)CD11c(-) cells, and FFA treatment increased inflammatory responses in these cells. In addition, we found that CD11c expression is increased in skeletal muscle of high fat diet-fed mice and that conditioned medium from FFA-treated wild type BMDCs, but not TLR2/4 DKO BMDCs, can induce insulin resistance in L6 myotubes. Together our results show that FFAs can activate CD11c(+) myeloid proinflammatory cells via TLR2/4 and JNK signaling pathways, thereby promoting inflammation and subsequent cellular insulin resistance.
Overview
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
Verification
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?
In the citing paper
“A number of free fatty acid products released from necrotic adipocytes have been shown to cause pro-inflammatory activation of macrophages through TLR-2 and TLR-4 signaling pathways, suggesting a potential mechanism by which obesity-induced inflammation may occur [73,74].”
From Macrophage polarization: an opportunity for improved outcomes in biomaterials and regenerative medicine (2012) · cites this paper as [73]
In the citing paper
“Similar to M1 macrophages, they are positive for F4/80 and CD11b, but they are negative for CD11c (105).”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [105]
In the citing paper
“Accordingly, because of their proinflammatory properties, these macrophages are implicated in the pathogenesis of insulin resistance (103, 105, 112, 113).”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [105]
In the citing paper
“In obesity, the major component of the increased ATM content is composed of proinflammatory macrophages that are triply positive for the surface markers F4/80, CD11b, and CD11c (92,105).”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [105]
In the citing paper
“Activation of inflammation is prevented in macrophages and adipocytes that are deficient in Tlr2, Tlr4, or Tlr2/Tlr4 (105, 114-116).”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [105]
In the citing paper
“Clearly, ATMs exist in a lipid-rich environment and fatty acids can broadly activate the macrophage inflammatory program (105, 114-116).”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [105]
In the citing paper
“Interestingly, the expression of Tlr2/Tlr4 is increased in macrophages that are triply positive for F4/80, CD11b, and CD11c (105)”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [105]
In the citing paper
“An important component of these fatty acid-induced activation events are the pattern recognition receptors TLR2 and TLR4 (105, 114-116).”
From Insulin sensitivity: Modulation by nutrients and inflammation (2008) · cites this paper as [105]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
1 retracted
Tsukumo, D. M. L., Carvalho-Filho, M. A., Carvalheira, J. B. C., Prada, P. O., Hirabara, S. M., Schenka, A. A., Araújo, E. P., Vassallo, J., Curi, R., Velloso, L. A., et al. (2007) · Diabetes · doi:10.2337/db06-1595 · Cited by 826
RetractedObesity is associated with macrophage accumulation in adipose tissue
Weisberg, S. P., McCann, D., Desai, M., Rosenbaum, M., Leibel, R. L., & Ferrante, A. W. (2003) · Journal of Clinical Investigation · doi:10.1172/jci200319246 · Cited by 10,041
Defective LPS Signaling in C3H/HeJ and C57BL/10ScCr Mice: Mutations in Tlr4 Gene
Poltorak, A., He, X., Smirnova, I., Liu, M.-Y., Huffel, C. V., Du, X., Birdwell, D., Alejos, E., Silva, M., Galanos, C., et al. (1998) · Science · doi:10.1126/science.282.5396.2085 · Cited by 7,631
Xu, H., Barnes, G. T., Yang, Q., Tan, G., Yang, D., Chou, C. J., Sole, J., Nichols, A., Ross, J. S., Tartaglia, L. A., et al. (2003) · Journal of Clinical Investigation · doi:10.1172/jci200319451 · Cited by 6,760
Obesity induces a phenotypic switch in adipose tissue macrophage polarization
Lumeng, C. N., Bodzin, J. L., & Saltiel, A. R. (2007) · Journal of Clinical Investigation · doi:10.1172/jci29881 · Cited by 4,664
Inflammation, stress, and diabetes
Wellen, K. E., & Hotamisligil, G. S. (2005) · Journal of Clinical Investigation · doi:10.1172/jci25102 · Cited by 4,143
TLR4 links innate immunity and fatty acid-induced insulin resistance
Shi, H., Kokoeva, M. V., Inouye, K., Tzameli, I., Yin, H., & Flier, J. S. (2006) · Journal of Clinical Investigation · doi:10.1172/jci28898 · Cited by 3,690
Blood Monocytes Consist of Two Principal Subsets with Distinct Migratory Properties
Geissmann, F., Jung, S., & Littman, D. R. (2003) · Immunity · doi:10.1016/s1074-7613(03)00174-2 · Cited by 3,504
Hoshino, K., Takeuchi, O., Kawai, T., Sanjo, H., Ogawa, T., Takeda, Y., Takeda, K., & Akira, S. (1999) · The Journal of Immunology · doi:10.4049/jimmunol.162.7.3749 · Cited by 3,374
A central role for JNK in obesity and insulin resistance
Hirosumi, J., Tuncman, G., Chang, L., Görgün, C. Z., Uysal, K. T., Maeda, K., Karin, M., & Hotamisligil, G. S. (2002) · Nature · doi:10.1038/nature01137 · Cited by 3,359
Research works printed but not linked: 1
- Bruun, 2006, Am. J. Physiol., 290, E961
Cited by
Sorted by citations
Items 901–995 of 995
Harford, K. A., Claessens, M., Oliver, E., Mills, K. H. G., & Roche, H. M. (2008) · Proceedings of The Nutrition Society · doi:10.1017/s0029665108008999
Lack of ST2 enhances high-fat diet-induced visceral adiposity and inflammation in BALB/c mice
Pantic, J. M., Pejnovic, N. N., Radosavljevic, G. D., Jovanović, I., Djukić, A., Arsenijević, N., & Lukić, M. L. (2013) · Serbian Journal of Experimental and Clinical Research · doi:10.5937/sjecr14-5243
Harford, K. A., Claessens, M., Oliver, E., Reynolds, C. M. E., Mills, K. H. G., & Roche, H. M. (2009) · Proceedings of The Nutrition Society · doi:10.1017/s0029665109990401
Thrombospondin1 Plays an Important Role in Obesity Associated Inflammation and Insulin Resistance
Wang, S. (2012) · Journal of Obesity & Weight loss Therapy · doi:10.4172/2165-7904.1000e109
Regulación de la formación de gotas lipídicas en células humanas
Martínez, R. S. (2015)
Effects of Obesity on Airway Responsiveness
Shore, S. A. (2012) · Humana Press eBooks · doi:10.1007/978-1-62703-053-3_2
The emerging role of HDL in glucose
Rye, K., Duffy, S. J., Barter, P. J., & Kingwell, B. A. (2012)
Effects of the Green Tea Polyphenol Epigallocatechin-3-Gallate (EGCG) on High Fat Diet-
Jang, H.-J., Ridgeway, S. D., & Kim, J. (2013)
inflammationairway hyperresponsiveness, and
Shore, S. A., Mishra, A., Yao, X., Levine, S. J., Sposato, B., & Scalese, M. (2015)
Novel insights into the function and regulation of group X secretory phospholipase A 2
Layne, & Joseph, D. (2013) · UKnowledge (University of Kentucky)
Alencar, A. P. (2015) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/d.42.2016.tde-25022016-160833
Liddle, D. M. (2015) · The Atrium (University of Guelph)
Hong, W. (2013) · Journal of Obesity & Weight loss Therapy · doi:10.4172/2165-7904.1000e110
The Regulatory Role of Interleukin-1 Receptor Associated Kinase M in Toll-Like Receptor Signaling
Zhou, H. (2016) · EngagedScholarship @ Cleveland State University (Cleveland State University)
Metabolic-Inflammation Aspects of Depression and Cardiovascular Disease
Rosenblat, J. D., Kakar, R., & McIntyre, R. S. (2016) · Springer eBooks · doi:10.1007/978-3-319-32480-7_14
Glucocorticoids as Modulators of Adipose Inflammation
Morton, N. M. (2009) · Oxidative stress and disease · doi:10.1201/9781420091311.ch8
Autoinflammatory Diseases Predominantly Affecting Bone and Joints
Ferguson, P. J., & Goldbach‐Mansky, R. T. (2014) · Elsevier eBooks · doi:10.1016/b978-0-12-405546-9.00025-x
Rajan, M. R. (2016) · Linköping University medical dissertations · doi:10.3384/doss.diva-131421
Palmitic Acid Activation of Dendritic Cells: Implications for Type 2 Diabetes
Nicholas, D. (2015) · The Scholars Repository - LLU (Loma Linda University)
Rôle du récepteur hépatique LXR dans le transport de glucose des macrophages humains
Barreto-Reyes, J. A. (2014)
St-Amand, E. (2015) · Corpus Université Laval (Université Laval)
Obesity and pulmonary host defense
Ubags, N. D. J. (2016) · doi:10.26481/dis.20160324nu
Macrophages Are Regulators of Whole Body Metabolism: A Dissertation
Yawe, J. C. (2016) · The Journal of the American Medical Association (JAMA) Network (American Medical Association) · doi:10.13028/m2d30w
Heart Involvement in Osteoarthritis
Courties, A., & Sellam, J. (2017) · Technical report · doi:10.1016/b978-0-12-803997-7.00019-3
The Effects of Interleukin-10 on Skeletal Muscle Insulin Resistance and Myogenesis
Dağdeviren, S. (2016) · eScholarship@UMassChan · doi:10.13028/m2qp42 · Cited by 1
The effect of hypoxia and 3D culture conditions on heterogeneous ovarian cancer spheroids
Liu, L. (2017) · VTechWorks (Virginia Tech)
Nagai, Y., Watanabe, Y., Honda, H., & Takatsu, K. (2017) · InTech eBooks · doi:10.5772/66727 · Cited by 1
Factors Regulating Features of Metabolic Syndrome
Pijut, S. S. (2017) · UKnowledge (University of Kentucky) · doi:10.13023/etd.2017.044
Vasconcelos, A. R. (2016) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/t.42.2016.tde-08092016-103839
NF-κB and Its Implication in Liver Health and Cancer Development
Bettermann, K. (2017) · Springer eBooks · doi:10.1007/978-3-319-53659-0_6
THE ROLE OF LYSOPHOSPHATIDIC ACID AND AUTOTAXIN IN OBESITY-INDUCED CARDIAC INSULIN RESISTANCE
Nzirorera, C. (2017) · DalSpace (Dalhousie University)
MicroRNA-Regulated Immune Cell Function in Obese Adipose Tissue
Zhou, B., Ying, W., Li, C., & Vella, A. T. (2017) · Springer eBooks · doi:10.1007/978-3-319-31143-2_26-1
Gold nanoparticles to ameliorate obesity related glucose intolerance
Ng, J. P. M. (2016) · UTS ePRESS (University of Technology Sydney)
Suitor, K. (2017) · The Atrium (University of Guelph)
La voie ASP-C5L2 : un pont entre l'homéostasie métabolique et l'inflammation
Fisette, A. (2013) · Corpus Université Laval (Université Laval)
Regulación de la activación del inflasoma NLRP3 por LIPINA-2 en macrófagos
Lordén, G. (2016) · UVaDOC UVaDOC University of Valladolid Documentary Repository (University of Valladolid) · doi:10.35376/10324/39212
The Immediate and Extended Effect of Diet and Exercise on Metabolic Flexibility
Allerton, T. D. (2017) · Louisiana State University · doi:10.31390/gradschool_dissertations.4493
Iñigo, M. M. R. (2018) · The Scholarship East Carolina University's Institutional Repository (East Carolina University)
Radloff, K. (2018) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/t.42.2019.tde-27082019-144746
The Effects of Early-Life Drug and Dietary Interventions on Late-Life Disease Development
Mau, T. (2019) · Deep Blue (University of Michigan)
Study on the Mechanism about the Effect of Diabetes Mellitus on the Occurrence of Frozen Shoulder
韩, 增. (2020) · Advances in Clinical Medicine · doi:10.12677/acm.2020.108276
Environmental Impact on Lifelong Immunity: The Role of Infection and Nutrition in Host Homeostasis
Contreras, N. A. (2019) · UA Campus Repository (The University of Arizona)
Primäre (idiopathische) Schultersteife: Definition, Krankheitsverlauf, Epidemiologie und Ätiologie
Pogorzelski, J., Imhoff, A. B., Degenhardt, H., & Siebenlist, S. (2019) · Der Unfallchirurg
석수진 (2015) · Seoul National University Open Repository (Seoul National University)
Frendo‐Cumbo, S. (2021) · TSpace (University of Toronto)
(2008) · Current Opinion in Lipidology · doi:10.1097/mol.0b013e32832402a2
Inflammatory Pathways Linked to β Cell Demise in Diabetes
Imai, Y., Morris, M. A., Dobrian, A. D., Taylor, D., & Nadler, J. L. (2014) · Springer eBooks · doi:10.1007/978-94-007-6686-0_30
Macrophages in Obesity and Insulin Resistance
Chinetti, G., & Staels, B. (2014) · Springer eBooks · doi:10.1007/978-1-4939-1311-4_17
Gauffin-Cano, P., Santacruz, A., Moya-Pérez, Á., & Sanz, Y. (2014) · Apple Academic Press eBooks · doi:10.1201/b17254-8
MicroRNA-Regulated Immune Cell Function in Obese Adipose Tissue
Zhou, B., Ying, W., Li, C., & Vella, A. T. (2019) · Springer eBooks · doi:10.1007/978-3-319-55530-0_26
Sphingolipid Metabolism and Insulin Resistance in Dairy Cattle
Navarrete, J. E. R. (2016) · The Research Repository @ WVU (West Virginia University) · doi:10.33915/etd.7335
Miyashita, D., Inoue, R., Tsuno, T., Okuyama, T., Kyohara, M., Nakahashi-Oda, C., Nishiyama, K., Inada, Y., Togashi, Y., Shibuya, A., et al. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4129430
Sun, M., Zheng, S., Wang, P., Wang, J., Yi, L., & Zhang, H. (2022) · Research Square · doi:10.21203/rs.3.rs-1942954/v1
A Physiological Approach to Inflammatory Markers in Obesity
Polat, S. H. B., & Darıyerli, N. (2022) · BENTHAM SCIENCE PUBLISHERS eBooks · doi:10.2174/9789815040463122010028
Obesity, inflammation, and cardiovascular disorders
Ehsan, A. (2022) · Elsevier eBooks · doi:10.1016/b978-0-323-90960-0.00013-8
Pereira, J. A. D. S. (2022) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/t.42.2022.tde-06052022-145847
Sugden, M. C., & Holness, M. J. (2011) · Royal Society of Chemistry eBooks · doi:10.1039/9781849733434-00010
Diabetes Type II: Should Aspartame be a Concern?
Choudhary, A. K. (2023) · Frontiers in clinical drug research. Diabetes and obesity · doi:10.2174/9789815123586123070006
Wu, N., Ran, X., Wang, J., Wang, P., Li, L., She, Y., Luo, Y., Li, X., Jia, Y., & Huang, Y. L. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.01.02.573974
Inflammation Resolution and Its Relevance to Metabolic Syndrome
Jain, M. R., & Joharapurkar, A. A. (2024) · Advances in biochemistry in health and disease · doi:10.1007/978-3-031-75686-3_10
Khamis, Z. J., Karteris, E., Hajeri, A. A., Smith, S. G., Blakemore, A. I. F., & Drenos, F. (2025) · medRxiv · doi:10.1101/2025.02.07.25321874
Zhou, Y., Bae, E., Hoffman, S. S., Oh, D. Y., Smith, G. I., Klein, S., & Talukdar, S. (2025) · Molecular Metabolism · doi:10.1016/j.molmet.2025.102169
Investigating the Antiobesity Effects of the Allium tenuissimum Flower Extract
Liu, Z., Kiyama, R., & Dong, S. (2025) · ACS Food Science & Technology · doi:10.1021/acsfoodscitech.4c00757
Khamis, Z. J., Karteris, E., Hajeri, A. A., Smith, S. G., Blakemore, A. I. F., & Drenos, F. (2025) · Adipocyte · doi:10.1080/21623945.2025.2596403
Bojic, L. A. (2013) · Scholarship@Western (Western University)
Fatty acid fate in determining oxidation and inflammation in adipose tissue
Mottillo, E. P. (2013) · Human Biology
Toll-like Rezeptor 4 als Regulator der Diabetespathogenese im Tiermodell des humanen Typ 1 Diabetes
Gülden, E. (2010) · Univ. Duesseldorf: Duesseldorfer Dokumenten- und Publikationsserver
Complex Roles of Macrophages in Lipid Metabolism and Metabolic Disease: A Dissertation
Negrin, K. A. (2014) · eScholarship@UMassChan · doi:10.13028/m24p4s
Impact of metabolic perturbation on ovarian function
Nteeba, J. (2014) · doi:10.31274/etd-180810-401
The role of NF-kB activation I fatty acid-induced insulin resistance in skeletal muscle
Hommelberg, P. P. H. (2011) · Research Publications (Maastricht University) · doi:10.26481/dis.20110225ph
Xia, W., Lu, Z., Chen, W., Zhou, J., & Zhao, Y. (2022) · Figshare · doi:10.6084/m9.figshare.19204374
Xia, W., Lu, Z., Chen, W., Zhou, J., & Zhao, Y. (2022) · Figshare · doi:10.6084/m9.figshare.19204365
Xia, W., Lu, Z., Chen, W., Zhou, J., & Zhao, Y. (2022) · Figshare · doi:10.6084/m9.figshare.19204356
Xia, W., Lu, Z., Chen, W., Zhou, J., & Zhao, Y. (2022) · Figshare · doi:10.6084/m9.figshare.19204371
Xia, W., Lu, Z., Chen, W., Zhou, J., & Zhao, Y. (2022) · Figshare · doi:10.6084/m9.figshare.19204362
Xia, W., Lu, Z., Chen, W., Zhou, J., & Zhao, Y. (2022) · Figshare · doi:10.6084/m9.figshare.19204350
Xia, W., Lu, Z., Chen, W., Zhou, J., & Zhao, Y. (2022) · Figshare · doi:10.6084/m9.figshare.19204359
Ghosh, K., & Paul, G. (2025) · Cell and Tissue Biology · doi:10.1134/s1990519x25600565
Porphyromonas gingivalis Vesicles Control Osteoclast–Macrophage Lineage Fate
Leon, E., Nakamura, S., Shindo, S., Pastore, M. R., Kumagai, T., Heidari, A., Abdolahinia, E. D., Ueda, T., Memida, T., Duran-Pinedo, A. E., et al. (2026) · International Journal of Molecular Sciences · doi:10.3390/ijms27020831 · Cited by 1
Developmental origins of immunometabolic health
Alharithi, Y. J., Smith, G., & Maloyan, A. (2026) · Immunometabolism · doi:10.1097/in9.0000000000000075
Vasudevan, D. (2026) · World Journal of Diabetes · doi:10.4239/wjd.v17.i3.113843
Modulation of the immuno-metabolism axis in type-1 diabetes
Boubenna, N. (2010) · theses.fr (ABES) · doi:10.70675/2f05b49ez9e17z4db0zaa84z316c3f57dfd9
Inflammation du tissu adipeux au cours de l'obésité humaine : implication des lymphocytes Th17
Caër, C. (2016) · theses.fr (ABES) · doi:10.70675/65eca5dczaa63z4e9az82dbzb223bfe8ef82 · Cited by 1
Metadata
- Authors
- Nguyen, M. T. A., Favelyukis, S., Nguyen, A.-K., Reichart, D., Scott, P. A., Jenn, A., Liu-Bryan, R., Glass, C. K., Neels, J. G., & Olefsky, J. M.
- Affiliations
- University of California San Diego (US)
- Corresponding author
- Nguyen, M. T. Audrey
- Venue
- Journal of Biological Chemistry
- Publisher
- Elsevier BV
- Published
- 2007-11
- Volume
- 282
- Issue
- 48
- Pages
- 35279-35292
- ISSN
- 0021-9258 (ISSN-L)
- OpenAlex
- W2063131576
- Cited by
- 1,035
- References
- 36
- Citations by year
- 2026: 26 · 2025: 37 · 2024: 29 · 2023: 32 · 2022: 52 · 2021: 52 · 2020: 45 · 2019: 55 · 2018: 48 · 2017: 66 · 2016: 67 · 2015: 59 · 2014: 84 · 2013: 91 · 2012: 74
- FWCI
- 31.77
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Biological Chemistry (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- American Heart Association
- National Institutes of Health (5r03ar049416-03, DK 074868)
- University of California, San Diego
- National Institute of Diabetes and Digestive and Kidney Diseases (DK 074868, DK-33651, P01DK074868)
- National Institute of Arthritis and Musculoskeletal and Skin Diseases (AR049416)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Adipokines, Inflammation, and Metabolic Diseases
- Health Sciences › Medicine › Physiology (medical) › Adipose Tissue and Metabolism
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Disease and Adiposity
- Keywords
- free fatty acids, adipose tissue macrophages, TLR2, TLR4, JNK signaling, dendritic cells, CD11c, bone marrow-derived macrophages, adipose tissue inflammation, insulin resistance, obesity, type 2 diabetes, high-fat diet, ob/ob mice, skeletal muscle inflammation, myotubes
- MeSH terms
- Adipose Tissue, Animals, Bone Marrow Cells, Fatty Acids, Nonesterified, Inflammation, Insulin Resistance, Macrophages, Male, Mice, Inbred C57BL, Models, Biological, Signal Transduction, CD11b Antigen, CD11c Antigen, MAP Kinase Kinase 4, Toll-Like Receptor 2, Toll-Like Receptor 4, Mice
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