Organ donor specimens: What can they tell us about type 1 diabetes?: Pancreas histopathology in type 1 diabetes
Open accessAbstract
Type 1 diabetes (T1D) is a chronic disease resulting from the destruction of pancreatic beta cells, due to a poorly understood combination of genetic, environmental, and immune factors. The JDRF Network for Pancreatic Organ donors with Diabetes (nPOD) program recovers transplantation quality pancreas from organ donors throughout the USA. In addition to recovery of donors with T1D, non-diabetic donors include those with islet autoantibodies. Donors with type 2 diabetes and other conditions are also recovered to aid investigations directed at the full spectrum of pathophysiological mechanisms affecting beta cells. One central processing laboratory conducts standardized procedures for sample processing, storage, and distribution, intended for current and future cutting edge investigations. Baseline histology characterizations are performed on the pancreatic samples, with images of the staining results provided though whole-slide digital scans. Uniquely, these high-grade biospecimens are provided without expense to investigators, working worldwide, seeking methods for disease prevention and reversal strategies. Collaborative working groups are highly encouraged, bringing together multiple investigators with different expertise to foster collaborations in several areas of critical need. This mini-review will provide some key histopathological findings emanating from the nPOD collection, including the heterogeneity of beta cell loss and islet inflammation (insulitis), beta cell mass, insulin-producing beta cells in chronic T1D, and pancreas weight reductions at disease onset. Analysis of variations in histopathology observed from these organ donors could provide for mechanistic differences related to etiological agents and serve an important function in terms of identifying the heterogeneity of T1D.
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?
Insulitis is common and intense in animal models of type 1 diabetes, but it is much rarer and more variable in human beings.
“Although insulitis is common and intense in animal models of type 1 diabetes, it is much rarer and more variable in human beings (figure 3).60”
From Type 1 diabetes (2018) · cites this paper as [60]
The section “Insulitis in the natural history of T1D” (page not provided) reports low proportions of affected islets in human donors and describes variation within and between donors. It does not establish that insulitis is common and intense in animal models, so the comparison is only partly supported. (LLM, conf=0.86)
Experimental — accuracy not yet measured
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
Atkinson, M. A., Eisenbarth, G. S., & Michels, A. W. (2014) · The Lancet · doi:10.1016/s0140-6736(13)60591-7 · Cited by 2,713 · see citing works
Pathologic anatomy of the pancreas in juvenile diabetes mellitus
Gepts, W. (1965) · Diabetes · doi:10.2337/diab.14.10.619 · Cited by 1,345 · see citing works
Bottazzo, G. F., Dean, B. M., McNally, J. M., MacKay, E. H., Swift, P. G. F., & Gamble, D. R. (1985) · New England Journal of Medicine · doi:10.1056/nejm198508083130604 · Cited by 932 · see citing works
Brissova, M., Fowler, M. J., Nicholson, W. E., Chu, A., Hirshberg, B., Harlan, D. M., & Powers, A. C. (2005) · Journal of Histochemistry & Cytochemistry · doi:10.1369/jhc.5c6684.2005 · Cited by 797 · see citing works
Pancreatic β‐cell mass in European subjects with type 2 diabetes
Rahier, J., Guiot, Y., Goebbels, R. M., Sempoux, C., & Henquin, J. C. (2008) · Diabetes, Obesity and Metabolism · doi:10.1111/j.1463-1326.2008.00969.x · Cited by 756 · see citing works
González-Galarza, F. F., Christmas, S. E., Middleton, D., & Jones, A. R. (2010) · Nucleic Acids Research · doi:10.1093/nar/gkq1128 · Cited by 720 · see citing works
Coppieters, K. T., Dotta, F., Amirian, N., Campbell, P. D., Kay, T. W. H., Atkinson, M. A., Roep, B. O., & von Herrath, M. G. (2012) · Journal of Experimental Medicine · doi:10.1084/jem.20111187 · Cited by 672 · see citing works
Todd, J. A. (2010) · Immunity · doi:10.1016/j.immuni.2010.04.001 · Cited by 560 · see citing works
Keenan, H. A., Sun, J. K., Levine, J., Doria, A., Aiello, L. P., Eisenbarth, G., Bonner-Weir, S., & King, G. L. (2010) · Diabetes · doi:10.2337/db10-0676 · Cited by 500 · see citing works
Foulis, A. K., Liddle, C. N., Farquharson, M. A., Richmond, J. A., & Weir, R. S. (1986) · Diabetologia · doi:10.1007/bf00452061 · Cited by 469 · see citing works
Butler, A. E., Campbell-Thompson, M., Gurlo, T., Dawson, D. W., Atkinson, M., & Butler, P. C. (2013) · Diabetes · doi:10.2337/db12-1686 · Cited by 457 · see citing works
Self-citationβ-Cell Mass and Turnover in Humans
Saisho, Y., Butler, A. E., Manesso, E., Elashoff, D. A., Rizza, R. A., & Butler, P. C. (2012) · Diabetes Care · doi:10.2337/dc12-0421 · Cited by 406 · see citing works
Cellular composition of the human diabetic pancreas
Rahier, J., Goebbels, R. M., & Henquin, J. C. (1983) · Diabetologia · doi:10.1007/bf00251826 · Cited by 395 · see citing works
Richardson, S. J., Willcox, A., Bone, A. J., Foulis, A. K., & Morgan, N. G. (2009) · Diabetologia · doi:10.1007/s00125-009-1276-0 · Cited by 384 · see citing works
Definition, epidemiology, and classification of diabetes in children and adolescents
Craig, M. E., Jefferies, C., Dabelea, D., Balde, N. M., Seth, A., & Donaghue, K. C. (2014) · Pediatric Diabetes · doi:10.1111/pedi.12186 · Cited by 366 · see citing works
Formation of a human β-cell population within pancreatic islets is set early in life
Gregg, B. E., Moore, P. C., Demozay, D., Hall, B. A., Li, M., Husain, A., Wright, A. J., Atkinson, M. A., & Rhodes, C. J. (2012) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2012-1206 · Cited by 344 · see citing works
Noble, J. A., & Erlich, H. A. (2012) · Cold Spring Harbor Perspectives in Medicine · doi:10.1101/cshperspect.a007732 · Cited by 335 · see citing works
Expression of endoplasmic reticulum stress markers in the islets of patients with type 1 diabetes
Marhfour, I., Lopez, X. M., Lefkaditis, D., Salmon, I. J., Allagnat, F., Richardson, S. J., Morgan, N. G., & Eizirik, D. L. (2012) · Diabetologia · doi:10.1007/s00125-012-2604-3 · Cited by 268 · see citing works
Prevalence of detectable C-peptide according to age at diagnosis and duration of type 1 diabetes
Davis, A. K., DuBose, S. N., Haller, M. J., Miller, K. M., DiMeglio, L. A., Bethin, K. E., Goland, R. S., Greenberg, E. M., Liljenquist, D. R., Ahmann, A. J., et al. (2015) · Diabetes Care · doi:10.2337/dc14-1952 · Cited by 261 · see citing works
Quantitative Estimation of the Pancreatic Islet Tissue in Diabetic Subjects
Maclean, N., & OGILVIE, R. F. (1955) · Diabetes · doi:10.2337/diab.4.5.367 · Cited by 248 · see citing works
Calvo, T. R., Ekwall, O., Amirian, N., Zapardiel‐Gonzalo, J., & von Herrath, M. G. (2014) · Diabetes · doi:10.2337/db14-0549 · Cited by 237 · see citing works
Campbell‐Thompson, M., Wasserfall, C., Kaddis, J., Albanese‐O'Neill, A., Staeva, T., Nierras, C., Moraski, J., Rowe, P., Gianani, R., Eisenbarth, G., et al. (2012) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.2316 · Cited by 236 · see citing works
Self-citationFoulis, A. K., & Stewart, J. A. (1984) · Diabetologia · doi:10.1007/bf00262221 · Cited by 233 · see citing works
beta-cell turnover: its assessment and implications.
Bonner-Weir, S. (2001) · Diabetes · doi:10.2337/diabetes.50.2007.s20 · Cited by 230 · see citing works
Insulitis in human type 1 diabetes: The quest for an elusive lesion
In't Veld, P. (2011) · Islets · doi:10.4161/isl.3.4.15728 · Cited by 216 · see citing works
Noninvasive imaging of pancreatic islet inflammation in type 1A diabetes patients
Gaglia, J. L., Guimaraes, A. R., Harisinghani, M., Turvey, S. E., Jackson, R., Benoist, C., Mathis, D., & Weissleder, R. (2011) · Journal of Clinical Investigation · doi:10.1172/jci44339 · Cited by 209 · see citing works
Screening for Insulitis in Adult Autoantibody-Positive Organ Donors
Veld, P. I. '., Lievens, D., Grijse, J. D., Ling, Z., der Auwera, B. J. R. V., Pipeleers-Marichal, M. A., Gorus, F., & PIPELEERS, D. G. (2007) · Diabetes · doi:10.2337/db07-0416 · Cited by 198 · see citing works
Pancreatic alpha cell mass in European subjects with type 2 diabetes
Henquin, J., & Rahier, J. (2011) · Diabetologia · doi:10.1007/s00125-011-2118-4 · Cited by 195 · see citing works
Incidence and diagnostic significance of minor pathologic changes in the adult pancreas at autopsy:
Stamm, B. (1984) · Human Pathology · doi:10.1016/s0046-8177(84)80294-4 · Cited by 194 · see citing works
The diagnosis of insulitis in human type 1 diabetes
Campbell‐Thompson, M., Atkinson, M. A., Butler, A. E., Chapman, N. M., Frisk, G., Gianani, R., Giepmans, B. N. G., von Herrath, M. G., Hyöty, H., Kay, T. W. H., et al. (2013) · Diabetologia · doi:10.1007/s00125-013-3043-5 · Cited by 187 · see citing works
Self-citationFoulis, A. K., & Farquharson, M. A. (1986) · Diabetes · doi:10.2337/diab.35.11.1215 · Cited by 181 · see citing works
Krogvold, L., Edwin, B., Buanes, T. A., Ludvigsson, J., Korsgren, O., Hyöty, H., Frisk, G., Hanssen, K. F., & Dahl‐Jørgensen, K. (2014) · Diabetologia · doi:10.1007/s00125-013-3155-y · Cited by 170 · see citing works
Pancreatic Volume Is Reduced in Adult Patients with Recently Diagnosed Type 1 Diabetes
Williams, A. J. K., Thrower, S., Sequeiros, I. M., Ward, A., Bickerton, A. S. T., Triay, J., Callaway, M. P., & Dayan, C. M. (2012) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2012-1815 · Cited by 166 · see citing works
Löhr, M., & Klöppel, G. (1987) · Diabetologia · doi:10.1007/bf00275740 · Cited by 162 · see citing works
Dimorphic histopathology of long-standing childhood-onset diabetes
Gianani, R., Campbell-Thompson, M., Sarkar, S. A., Wasserfall, C., Pugliese, A., Solis, J. M., Kent, S. C., Hering, B. J., West, E., Steck, A., et al. (2010) · Diabetologia · doi:10.1007/s00125-009-1642-y · Cited by 158 · see citing works
Self-citationPancreatic Biopsy as a Procedure for Detecting In Situ Autoimmune Phenomena in Type 1 Diabetes
Imagawa, A., Hanafusa, T., Tamura, S., et al. (2001) · Diabetes · doi:10.2337/diabetes.50.6.1269 · Cited by 157 · see citing works
Campbell‐Thompson, M., Wasserfall, C. H., Montgomery, E. L., Atkinson, M. A., & Kaddis, J. S. (2012) · JAMA · doi:10.1001/jama.2012.15008 · Cited by 147 · see citing works
Self-citationExpression and Regulation of Chemokines in Murine and Human Type 1 Diabetes
Sarkar, S. A., Lee, C. E., Victorino, F., Nguyen, T. T., Walters, J. A., Burrack, A., Eberlein, J., Hildemann, S. K., & Homann, D. (2011) · Diabetes · doi:10.2337/db11-0853 · Cited by 139 · see citing works
Butler, A. E., Galasso, R., Meier, J. J., Basu, R., Rizza, R. A., & Butler, P. C. (2007) · Diabetologia · doi:10.1007/s00125-007-0794-x · Cited by 137 · see citing works
Pugliese, A., Yang, M., Kusmartseva, I., Heiple, T., Vendrame, F., Wasserfall, C. H., Rowe, P. A., Moraski, J., Ball, S., Jebson, L., et al. (2013) · Pediatric Diabetes · doi:10.1111/pedi.12097 · Cited by 136 · see citing works
Self-citationOram, R. A., McDonald, T. J., Shields, B. M., Hudson, M. M., Shepherd, M. H., Hammersley, S., Pearson, E. R., Hattersley, A. T., & on behalf of the UNITED Team (2015) · Diabetes Care · doi:10.2337/dc14-0871 · Cited by 133 · see citing works
Quantification of islet size and architecture
Kilimnik, G., Jo, J., Periwal, V., Zielinski, M. C., & Hara, M. (2012) · Islets · doi:10.4161/isl.19256 · Cited by 130 · see citing works
Evidence of increased islet cell proliferation in patients with recent-onset type 1 diabetes
Willcox, A., Richardson, S. J., Bone, A. J., Foulis, A. K., & Morgan, N. G. (2010) · Diabetologia · doi:10.1007/s00125-010-1817-6 · Cited by 95 · see citing works
Biobanking of Human Pancreas Cancer Tissue: Impact of Ex-Vivo Procurement Times on RNA Quality
Rudloff, U., Bhanot, U. K., Gerald, W. L., Klimstra, D. S., Jarnagin, W. R., Brennan, M. F., & Allen, P. J. (2010) · Annals of Surgical Oncology · doi:10.1245/s10434-010-0959-6 · Cited by 86 · see citing works
β-Cell Replication Is Increased in Donor Organs From Young Patients After Prolonged Life Support
Veld, P. I. '., Munck, N. D., Belle, K. V., Buelens, N., Ling, Z., Weets, I., Haentjens, P., Pipeleers-Marichal, M. A., Gorus, F., & PIPELEERS, D. G. (2010) · Diabetes · doi:10.2337/db09-1698 · Cited by 85 · see citing works
The Streetlight Effect in Type 1 Diabetes
Battaglia, M., & Atkinson, M. A. (2015) · Diabetes · doi:10.2337/db14-1208 · Cited by 75 · see citing works
Piran, R., Lee, S.-H., Li, C.-R., Charbono, A., Bradley, L. M., & Levine, F. (2014) · Cell Death and Disease · doi:10.1038/cddis.2014.311 · Cited by 66 · see citing works
Enteroviruses as causative agents in type 1 diabetes: loose ends or lost cause?
Morgan, N. G., & Richardson, S. J. (2014) · Trends in Endocrinology and Metabolism · doi:10.1016/j.tem.2014.08.002 · Cited by 63 · see citing works
Initial Results of Screening of Nondiabetic Organ Donors for Expression of Islet Autoantibodies
Gianani, R., Putnam, A. L., Still, T., Yu, L., Miao, D., Gill, R. G., Beilke, J. N., Supon, P., Valentine, A., Iveson, A., et al. (2006) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2005-1171 · Cited by 57 · see citing works
Liu, E. H., Digon, B. J., Hirshberg, B., Chang, R., Wood, B. J., Neeman, Z., Kam, A. W., WESLEY, R. A., Polly, S. M., Hofmann, R. M., et al. (2009) · Diabetologia · doi:10.1007/s00125-009-1342-7 · Cited by 56 · see citing works
Increased Complement Activation in Human Type 1 Diabetes Pancreata
Rowe, P. A., Wasserfall, C. H., Croker, B. P., Campbell‐Thompson, M., Pugliese, A., Atkinson, M. A., & Schatz, D. (2013) · Diabetes Care · doi:10.2337/dc13-0203 · Cited by 52 · see citing works
Self-citationType 1 Diabetes Islet Autoantibody Markers
Winter, W. E., Harris, N., & Schatz, D. (2002) · Diabetes Technology & Therapeutics · doi:10.1089/152091502321118838 · Cited by 51 · see citing works
Estimation of Pancreas Weight from Donor Variables
Kin, T., Murdoch, T. B., Shapiro, A. M. J., et al. (2006) · Cell Transplantation · doi:10.3727/000000006783982133 · Cited by 48 · see citing works
New Insight on Human Type 1 Diabetes Biology: nPOD and nPOD-Transplantation
Pugliese, A., Vendrame, F., Reijonen, H., Atkinson, M. A., Campbell‐Thompson, M., & Burke, G. W. (2014) · Current Diabetes Reports · doi:10.1007/s11892-014-0530-0 · Cited by 45 · see citing works
Self-citationEhrie, M. G., & Swartz, F. J. (1974) · Diabetes · doi:10.2337/diab.23.7.583 · Cited by 41 · see citing works
Pancreatic PP cell distribution and hyperplasia
Bommer, G., Friedl, U., Heitz, P. U., et al. (1980) · Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin · doi:10.1007/bf00454835 · Cited by 40 · see citing works
豊彦, 内., Takada, T., Ammori, B. J., et al. (1999) · Journal of Hepato-Biliary-Pancreatic Surgery · doi:10.1007/s005340050102 · Cited by 38 · see citing works
Tran, F., Stone, M., Huang, C., Lloyd, M., Woodhead, H., Elliott, K. D., Crock, P., Howard, N. J., & Craig, M. E. (2014) · Pediatric Diabetes · doi:10.1111/pedi.12131 · Cited by 36 · see citing works
Staining Protocols for Human Pancreatic Islets
Campbell‐Thompson, M., Heiple, T., Montgomery, E. L., Zhang, L., & Schneider, L. C. (2012) · Journal of Visualized Experiments · doi:10.3791/4068 · Cited by 29 · see citing works
Self-citationBrain Death–Induced Inflammatory Activity in Human Pancreatic Tissue: A Case-Control Study
Rech, T. H., Crispim, D., Rheinheimer, J., Barkan, S., Osvaldt, A., Grezzana, T., Kruel, C., Martini, J., Gross, J., & Leitão, C. (2014) · Transplantation · doi:10.1097/tp.0b013e3182a949fa · Cited by 28 · see citing works
Reddy, S., Zeng, N., Al-Diery, H., et al. (2015) · Diabetologia · doi:10.1007/s00125-015-3519-6 · Cited by 26 · see citing works
Reddy, S., Zeng, N., Al-Diery, H., et al. (2015) · Diabetologia · doi:10.1007/s00125-015-3631-7 · Cited by 21 · see citing works
Imaging of the β-cells of the islets of Langerhans
Malaisse, W. J., & Maedler, K. (2012) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2012.07.001 · Cited by 21 · see citing works
The β Cell Population in Type 1 Diabetes
PIPELEERS, D. G., Veld, P. I. '., Pipeleers-Marichal, M. A., et al. (2008) · Novartis Foundation symposium · doi:10.1002/9780470697405.ch3 · Cited by 19 · see citing works
Tauriainen, S., Salmela, K. T., Rantala, I. S., Knip, M., & Hyöty, H. (2010) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.1129 · Cited by 16 · see citing works
Rapid Assays for Detection of Anti-islet Autoantibodies: Implications for Organ Donor Screening
Maniatis, A. K., Yu, L., Miao, D., Nelson, K., & Eisenbarth, G. S. (2001) · Journal of Autoimmunity · doi:10.1006/jaut.2000.0457 · Cited by 15 · see citing works
Insulin-dependent diabetes mellitus: Islet changes in relation to etiology and pathogenesis
Klöppel, G., & Clemens, A. (1997) · Endocrine Pathology · doi:10.1007/bf02739929 · Cited by 12 · see citing works
Retrospective Assessment of Islet Cell Autoantibodies in Pancreas Organ Donors
Diamantopoulos, S., Allende, G., Ferreira, J. M., Ciancio, G., Burke, G. W., & Pugliese, A. (2008) · Diabetes Care · doi:10.2337/dc08-0652 · Cited by 9 · see citing works
Staining Protocols for Human Pancreatic Islets
Campbell‐Thompson, M., Heiple, T., Montgomery, E. L., et al. (2012) · Journal of Visualized Experiments · doi:10.3791/4068-v · Cited by 8 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
DiMeglio, L. A., Evans-Molina, C., & Oram, R. A. (2018) · The Lancet · doi:10.1016/s0140-6736(18)31320-5 · Cited by 1,561 · see citing works
Katsarou, A., Gudbjörnsdottir, S., Rawshani, A., Dabelea, D., Bonifacio, E., Anderson, B. J., Jacobsen, L. M., Schatz, D. A., & Lernmark, Å. (2017) · Nature Reviews Disease Primers · doi:10.1038/nrdp.2017.16 · Cited by 1,475 · see citing works
Targeted Elimination of Senescent Beta Cells Prevents Type 1 Diabetes
Thompson, P. J., Shah, A., Ntranos, V., Van Gool, F., Atkinson, M., & Bhushan, A. (2019) · Cell Metabolism · doi:10.1016/j.cmet.2019.01.021 · Cited by 353 · see citing works
Islet cell hyperexpression of HLA class I antigens: a defining feature in type 1 diabetes
Richardson, S. J., Rodriguez-Calvo, T., Gerling, I. C., Mathews, C. E., Kaddis, J. S., Russell, M. A., Zeissler, M., Leete, P., Krogvold, L., Dahl-Jørgensen, K., et al. (2016) · Diabetologia · doi:10.1007/s00125-016-4067-4 · Cited by 298 · see citing works
Recent advances in understanding type 1 diabetes
Christoffersson, G., Rodriguez-Calvo, T., & von Herrath, M. (2016) · F1000Research · doi:10.12688/f1000research.7356.1 · Cited by 32 · see citing works
- Authors
- Campbell-Thompson, M.
- Affiliations
- The Department of Pathology, Immunology, and Laboratory Medicine, The University of Florida; College of Medicine; Gainesville FL USA
- Venue
- Pediatric Diabetes
- Publisher
- Wiley
- Published
- 2015-05-22
- Volume
- 16
- Issue
- 5
- Pages
- 320-330
- ISSN
- 1399-543X (ISSN-L)
- PMC
- PMC4718555
- OpenAlex
- W1915692069
- Cited by
- 46
- References
- 69
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 2 · 2023: 2 · 2022: 1 · 2021: 6 · 2020: 3 · 2019: 7 · 2018: 8 · 2017: 7 · 2016: 5
- FWCI
- 0.86
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Pediatric Diabetes (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Diabetes and Digestive and Kidney Diseases (101120, 104155)
- JDRF (6-2006-1140, 25-2013-268 (Atkinson PI, Subcontract to MCT))
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Diabetes and associated disorders
- Health Sciences › Medicine › Surgery › Pancreatic function and diabetes
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- type 1 diabetes, beta cell destruction, insulitis, beta-cell mass, islet autoantibodies, pancreatic histopathology, beta-cell heterogeneity, diabetes etiology, biospecimen repository
- MeSH terms
- Autoantibodies, Cell Count, Diabetes Mellitus, Type 1, Humans, Insulin, Pancreas, Tissue Donors, Biomedical Research, Insulin-Secreting Cells
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