The DOI matches its Crossref record; 69 of the 69 references it cites were found in a registry or an index.
Allele-specific binding of ZFP57 in the epigenetic regulation of imprinted and non-imprinted monoallelic expression
Open accessAbstract
Background: Selective maintenance of genomic epigenetic imprints during pre-implantation development is required for parental origin-specific expression of imprinted genes. The Kruppel-like zinc finger protein ZFP57 acts as a factor necessary for maintaining the DNA methylation memory at multiple imprinting control regions in early mouse embryos and embryonic stem (ES) cells. Maternal-zygotic deletion of ZFP57 in mice presents a highly penetrant phenotype with no animals surviving to birth. Additionally, several cases of human transient neonatal diabetes are associated with somatic mutations in the ZFP57 coding sequence. Results: Here, we comprehensively map sequence-specific ZFP57 binding sites in an allele-specific manner using hybrid ES cell lines from reciprocal crosses between C57BL/6J and Cast/EiJ mice, assigning allele specificity to approximately two-thirds of all binding sites. While half of these are biallelic and include endogenous retrovirus (ERV) targets, the rest show monoallelic binding based either on parental origin or on genetic background of the allele. Parental-origin allele-specific binding is methylation-dependent and maps only to imprinting control differentially methylated regions (DMRs) established in the germline. We identify a novel imprinted gene, Fkbp6, which has a critical function in mouse male germ cell development. Genetic background-specific sequence differences also influence ZFP57 binding, as genetic variation that disrupts the consensus binding motif and its methylation is often associated with monoallelic expression of neighboring genes. Conclusions: The work described here uncovers further roles for ZFP57-mediated regulation of genomic imprinting and identifies a novel mechanism for genetically determined monoallelic gene expression.
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
Figures
![Fig. 1 Allele-specific mapping of Zfp57 binding sites. a Schematic diagram of the experimental design. Example polymorphisms are shown for the maternal allele-specific binding of ZFP57 over BL6 (A)–Cast (G) SNP. BL6 allele (blue line) is bound by ZFP57 in BC and Cast (brown line) in the CB line. ASAP allele-specific alignment pipeline devised to map genome-specific reads; ESC embryonic stem cell. b Total number of peaks identified as being biallelic, parental origin-specific (maternal (Mat) and paternal (Pat)) and strain-specific (BL6 and Cast) based on Fisher’s exact test analysis of allele-specific reads under each peak. NI refers to non-informative sites due to lack of SNP spanning reads. c UCSC genome browser views (mm9 assembly) of data showing parental allele-specific binding at the paternally methylated IG-DMR (top left), maternally methylated Snrpn ICR (bottom left), biallelic binding site within Pank4 gene intron on chromosome 4 (top right) and a strain-specific monoallelic binding within the Cmtm4 gene intron on chromosome 8 (bottom right). Tracks in each panel show the following (top-down): histone modification profiles for H3K4me3, H3K9me3 and H4K20me3 [28]; combined read densities for BC and CB ZFP57 ChIP; Bl6/Cast SNPs [24]; density plots for allele-specific reads in BC and CB ChIP; position of known ICRs where found; annotated UCSC genes in the region](/paper-figures/7c3d98f0e9e44c1a8a8cd9a03eeee9b8/allele-specific-binding-of-zfp57-in-the-epigenetic-regulation-of-imprinted-and-figure-1.jpg)
![Fig. 2 Epigenetic modifications around ZFP57 peaks. a Overlap of ZFP57 peaks with Ensembl annotated gene features (left) and repeat elements (right). Selective enrichment/depletion of ZFP57 peaks are compared against an average of ten independently generated boot-strap sets (Control). b Plot of cumulative read counts for three different histone modifications around ZFP57 peaks found at imprinted germline DMRs and elsewhere. Shown are H3K4me3, H3K9me3 and H4K20me3, and pan-H3 representing overall histone density. c Average DNA methylation at CGIs bound by ZFP57 at ICRs and other non-imprinted loci compared with a randomly selected set of similar size. Data points represent individual CGIs with a horizontal line showing median value for the group. Previously published ES cell reduced representation bisulfite sequencing methylation data were used for this analysis [31]. Non-parametric Kruskall-Wallis tests were performed with significantly different categories denoted (***P < 0.001)](/paper-figures/4cc75754c7494549a2ba4ecc9b7b7dd2/allele-specific-binding-of-zfp57-in-the-epigenetic-regulation-of-imprinted-and-figure-2.jpg)




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?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Alignments to an N-masked reference genome were performed for reciprocal crosses between Black 6 and Cast/EiJ mice using Bowtie 2, followed by SNPsplit sorting. This process was able to identify allele-specific binding of ZFP57 to several different imprinting control regions in a parental origin-specific manner, exemplified for the SNRPN locus in Figure 2.”
From SNPsplit: Allele-specific splitting of alignments between genomes with known SNP genotypes (2016) · cites this paper as [17]
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“The binding of ZFB57 is methylation dependent and can be found exclusively on the maternal allele (genetic background of mother in forward cross: Black 6; mother in reverse cross: Cast).”
From SNPsplit: Allele-specific splitting of alignments between genomes with known SNP genotypes (2016) · cites this paper as [17]
In the citing paper
“ZFP57 binding sites were mapped in hybrid ES cells, and ZFP57 was found to interact with the methylated parental-origin allele60.”
From Transcription factors as readers and effectors of DNA methylation (2016) · cites this paper as [60]
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
Primer3 on the WWW for General Users and for Biologist Programmers
Rozen, S., & Skaletsky, H. (2003) · Humana Press eBooks · doi:10.1385/1-59259-192-2:365 · Cited by 15,068
Genome-wide maps of chromatin state in pluripotent and lineage-committed cells
Mikkelsen, T. S., Ku, M., Jaffe, D. B., Issac, B., Lieberman, E., Giannoukos, G., Alvarez, P., Brockman, W., Kim, T.-K., Koche, R. P., et al. (2007) · Nature · doi:10.1038/nature06008 · Cited by 4,129
The ground state of embryonic stem cell self-renewal
Ying, Q.-L., Wray, J., Nichols, J., Batlle-Morera, L., Doble, B., Woodgett, J., Cohen, P., & Smith, A. (2008) · Nature · doi:10.1038/nature06968 · Cited by 3,442
Genome-scale DNA methylation maps of pluripotent and differentiated cells
Meissner, A., Mikkelsen, T. S., Gu, H., Wernig, M., Hanna, J., Sivachenko, A., Zhang, X., Bernstein, B. E., Nusbaum, C., Jaffe, D. B., et al. (2008) · Nature · doi:10.1038/nature07107 · Cited by 2,536
Mouse genomic variation and its effect on phenotypes and gene regulation.
Keane, T. M., Goodstadt, L., Danecek, P., White, M. A., Wong, K., Yalcin, B., Heger, A., Agam, A., Slater, G., Goodson, M., et al. (2011) · Nature · doi:10.1038/nature10413 · Cited by 1,580
Conversion of embryonic stem cells into neuroectodermal precursors in adherent monoculture
Ying, Q.-L., Stavridis, M., Griffiths, D., Li, M., & Smith, A. (2003) · Nature Biotechnology · doi:10.1038/nbt780 · Cited by 1,504
Cassidy, S. B., Schwartz, S., Miller, J. L., & Driscoll, D. J. (2012) · Genetics in Medicine · doi:10.1038/gim.0b013e31822bead0 · Cited by 1,452
A unique regulatory phase of DNA methylation in the early mammalian embryo
Smith, Z. D., Chan, M. M., Mikkelsen, T. S., Gu, H., Gnirke, A., Regev, A., & Meissner, A. (2012) · Nature · doi:10.1038/nature10960 · Cited by 1,005
Niche-Independent Symmetrical Self-Renewal of a Mammalian Tissue Stem Cell
Conti, L., Pollard, S. M., Gorba, T., Reitano, E., Toselli, M., Biella, G. R., Sun, Y., Sanzone, S., Ying, Q., Cattaneo, E. F., et al. (2005) · PLoS Biology · doi:10.1371/journal.pbio.0030283 · Cited by 876
KAP1 controls endogenous retroviruses in embryonic stem cells
Rowe, H. M., Jakobsson, J., Mesnard, D., Rougemont, J., Reynard, S., Aktas, T., Maillard, P. V., Layard-Liesching, H., Verp, S., Marquis, J., et al. (2010) · Nature · doi:10.1038/nature08674 · Cited by 874
Cited by
Sorted by citations
Items 101–152 of 152
Heterochromatin and the molecular mechanisms of ‘parent-of-origin’ effects in animals
Singh, P. B. (2016) · Journal of Biosciences · doi:10.1007/s12038-016-9650-9 · Cited by 9
Fang, S., Chang, K., & Lefebvre, L. (2024) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2024.1369751 · Cited by 8
Non-canonical imprinting in the spotlight
Albert, J. R., & Greenberg, M. (2023) · Development · doi:10.1242/dev.201087 · Cited by 8
Imprint stability and plasticity during development
Mackin, S.-J., Thakur, A., & Walsh, C. P. (2018) · Reproduction · doi:10.1530/rep-18-0051 · Cited by 8
Bina, M., Wyss, P. J., & Song, X. C. (2017) · Data in Brief · doi:10.1016/j.dib.2017.05.050 · Cited by 8
Rebolledo, E. M. D., Chan, D., Christensen, K. E., Reagan, A. M., Howell, G. R., Rozen, R. R., & Trasler, J. M. (2024) · Molecular Human Reproduction · doi:10.1093/molehr/gaae008 · Cited by 7
Along the Bos taurus genome, uncover candidate imprinting control regions
Wyss, P. J., Song, C., & Bina, M. (2022) · BMC Genomics · doi:10.1186/s12864-022-08694-3 · Cited by 7
Acurzio, B., Cecere, F., Giaccari, C., Verma, A., Russo, R., Valletta, M., Mele, B. H., Angelini, C., Chambery, A., & Riccio, A. (2022) · Epigenetics & Chromatin · doi:10.1186/s13072-022-00462-7 · Cited by 6
Germline variants in UHRF1 are associated with multilocus imprinting disturbance in humans and mice
Ochoa, E., Zvetkova, I., Lee, S. L., Takahashi, N., Lan-Leung, B., Hobson, E., Issa, M., Yngvadóttir, B., Docquier, F., Rodger, F., et al. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2505884122 · Cited by 5
Self-citationHilman, L., Ondičová, M., Caffrey, A., Clements, M., Conway, C., Ward, M., Pentieva, K. D., Irwin, R. E., McNulty, H., & Walsh, C. P. (2024) · BMC Medicine · doi:10.1186/s12916-024-03804-2 · Cited by 5
Epigenetic relay: Polycomb-directed DNA methylation in mammalian development
Urli, T., & Greenberg, M. (2025) · PLoS Genetics · doi:10.1371/journal.pgen.1011854 · Cited by 7
Regmi, S., Giha, L., Ali, A., Siebels-Lindquist, C., & Davis, T. L. (2023) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2023.1192789 · Cited by 5
Wasson, J. A., Birol, O., & Katz, D. J. (2017) · G3 Genes Genomes Genetics · doi:10.1534/g3.117.300417 · Cited by 5
Nonadditive and allele-specific expression of ghrelin in hybrid tilapia
Zhong, H., Ren, B., Lou, C., Zhou, Y., Luo, Y., & Xiao, J. (2023) · Frontiers in Endocrinology · doi:10.3389/fendo.2023.1292730 · Cited by 5
A human somatic cell culture system for modelling gene silencing by transcriptional interference
Kühnel, T., Heinz, H., Utz, N., Božić, T., Horsthemke, B., & Steenpaß, L. (2020) · Heliyon · doi:10.1016/j.heliyon.2020.e03261 · Cited by 4
Zfp57 Exerts Maternal and Sexually Dimorphic Effects on Genomic Imprinting
Xu, Z., Shi, J., Zhang, Y., Liu, Y., Zhao, J., Chen, Q., Song, C., Geng, S., Xie, W., Wu, F., et al. (2022) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2022.784128 · Cited by 4
Dynamic allelic expression in mouse mammary glands across the adult developmental cycle
Hanin, G., Costello, K. R., Tavares, H., AlSulaiti, B., Patel, S. J., Edwards, C. A., & Ferguson‐Smith, A. C. (2025) · Nucleic Acids Research · doi:10.1093/nar/gkaf804 · Cited by 3
Self-citationMaruyama, O., Li, Y., Narita, H., Toh, H., Yeung, W. K. A., & Sasaki, H. (2022) · BMC Bioinformatics · doi:10.1186/s12859-022-04916-3 · Cited by 3
Epigenetics: Analysis of Cytosine Modifications at Single Base Resolution
Prater, M., & Hamilton, R. S. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-809633-8.20111-8 · Cited by 3
Defining Candidate Imprinted loci in Bos taurus
Bina, M. (2023) · Genes · doi:10.3390/genes14051036 · Cited by 2
ZFP57 is a regulator of postnatal growth and life-long health
Hanin, G., AlSulaiti, B., Costello, K. R., Tavares, H., Takahashi, N., Mikheeva, L. A., Freeman, A. K., Patel, S. J., Jenkins, B. H., Koulman, A., et al. (2026) · Nature Communications · doi:10.1038/s41467-026-68608-9 · Cited by 2
Self-citationZbtb24 binding protects promoter activity by antagonizing DNA methylation in mESCsPreprint
Wu, H., León, D. S., Vukić, M., Vonk, K. K. D., Breukel, C., Chouaref, J., Laros, J. F. J., & Daxinger, L. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/858662 · Cited by 2
Posukh, O. V., Shloma, V. V., Skrypnik, P. A., Maksimov, D. A., Antoshina, P. A., Kalashnikova, D. A., Nurislamov, A. R., Lukyanchikova, V., Torgunakov, N., Баттулин, Н. Р., et al. (2025) · Cells · doi:10.3390/cells14161243 · Cited by 1
Koulle, A., Ogundele, O., Shah, D., Baker, I. M., Lopez, M. L. D., Lando, D., Reynolds, N., Ragheb, R., Laue, E. D., & Hendrich, B. (2026) · eLife · doi:10.1101/2025.08.29.672645 · Cited by 1
Epistatic Networks Associated with Parent-of-Origin Effects on Metabolic TraitsPreprint
Macias-Velasco, J. F., Pierre, C. L. S., Wayhart, J. P., Li, Y., Spears, L. D., Miranda, M. A., Funai, K., Cheverud, J. M., Semenkovich, C. F., & Lawson, H. A. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/579748 · Cited by 1
Epigenetic regulation of unique genes and repetitive elements by the KRAB zinc finger protein ZFP57Preprint
Shi, H., Strogantsev, R., Takahashi, N., Kazachenka, A., Lorincz, M., Hemberger, M., & Ferguson-Smith, A. (2019) · bioRxiv · doi:10.1101/611400 · Cited by 1
Self-citationOn the relation of phase separation and Hi-C maps to epigeneticsPreprint
Singh, P. B., & Newman, A. G. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/814566 · Cited by 1
Arez, M., Eckersley-Maslin, M. A., Klobučar, T., Lopes, J. V. G., Krueger, F., Raposo, A. C., Gendrel, A.-V., de Jesus, B. B., & da Rocha, S. T. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.11.20.370973 · Cited by 1
Self-citationFoley, R. J. (2015) · OpenCommons - UConn (University of Connecticut)
Noncoding RNAs and Chromatin Modifications in the Developmental Control of Imprinted Genes
Feil, R. (2016) · Epigenetics and human health · doi:10.1007/978-3-319-27186-6_2
Абатуров, А. Е., Kryvusha, O. L., Ивашина, В. И., Логвінов, Д. В., & Turova, S. V. (2016) · CHILD`S HEALTH · doi:10.22141/2224-0551.1.69.2016.73730
Análise de metilação global em pacientes com puberdade precoce central familial
Bessa, D. D. S. (2018) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/t.5.2018.tde-31102018-120553
Knaupp, A. S., Mohenska, M., Larcombe, M. R., Ford, E., Lim, S., Wong, K. W., Chen, J., Firas, J., Huang, C., Liu, X., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.04.03.023200
Bretherick, A. D., Zeng, Y., Walker, R. M., Hayward, C., Porteous, D. J., Evans, K. L., McIntosh, A. M., Baillie, J. K., Haley, C., & Ponting, C. P. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.01.18.476742
Conboy, I. M. (2018) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.733639912.793553931
Models of Mouse Epigenetic Inheritance: Classification, Mechanisms, and Experimental Strategies
Hanna, C. W. (2022) · Elsevier eBooks · doi:10.1016/b978-0-323-91909-8.00005-0
Biased Expression of Parental Alleles in the Human Placenta
Sazhenova, E. A., Vasilev, S. A., & Лебедев, И. Н. (2023) · Russian Journal of Genetics · doi:10.1134/s1022795423020114
Acurzio, B., Cecere, F., Giaccari, C., Verma, A., Russo, R., Valletta, M., Mele, B. H., Angelini, C., Chambery, A., & Riccio, A. (2022) · Figshare · doi:10.6084/m9.figshare.20423696
Biased Expression of Parental Alleles in the Human Placenta
Sazhenova, E. A., Vasilev, S. A., & Лебедев, И. Н. (2023) · Генетика · doi:10.31857/s001667582302011x
Candidate imprinting control regions in dog genome
Wyss, P. J., & Bina, M. (2025) · BMC Genomics · doi:10.1186/s12864-025-11801-9
Additional file 1 of Along the Bos taurus genome, uncover candidate imprinting control regions
Wyss, P. J., Song, C., & Bina, M. (2022) · Figshare · doi:10.6084/m9.figshare.20174169
Acurzio, B., Cecere, F., Giaccari, C., Verma, A., Russo, R., Valletta, M., Hay Mele, B., Angelini, C., Chambery, A., & Riccio, A. (2022) · Figshare · doi:10.6084/m9.figshare.20423699
Additional file 2 of Along the Bos taurus genome, uncover candidate imprinting control regions
Wyss, P. J., Song, C., & Bina, M. (2022) · Figshare · doi:10.6084/m9.figshare.20174172
Regulatory Mechanisms of Maternal Imprinting at the Dlk1-Dio3 DomainPreprint
Weinberg‐Shukron, A., Dearden, F. L., Moreno-Barriga, A., New, L. T. N., Müller, M., Rancourt, R. C., Edwards, C. A., & Edwards, C. A. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.01.10.693661
DNA methylation and lncRNA control asynchronous DNA replication at specific imprinted gene domains
Imaizumi, Y., Charon, F., Surcis, C., Picard, C., Arnau-Romero, P., Andrau, J., Noordermeer, D., Moindrot, B., Cadoret, J., & Feil, R. (2026) · Nature Communications · doi:10.1038/s41467-026-68558-2
Genome-scale DNA methylome and transcriptome profiling of midgut of Bombyx mori infected with BmCPV
Qiu, Q., Liu, Z., Huang, Y., Pang, H., Li, L., Zhu, M., Hu, X., & Gong, C. (2026) · Scientific Data · doi:10.1038/s41597-026-06922-z
Chromatin remodelling enables enhancer resetting to facilitate the ERK transcriptional responsePreprint
Ragheb, R., Reynolds, N., Shah, D., Lopez, M. L. D., Balmer, J., Markozanis, N., Gade, P., Koulle, A., Ogundele, O., Floyd, R., et al. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.03.27.714694
MeDReaders 2.0: an updated database for modified DNA readers
Li, H., Zhou, M., Luo, X., & Wang, G. (2026) · BMC Genomics · doi:10.1186/s12864-026-12852-2
Mechanisms controlling genomic imprinting and their dysregulation in human imprinting disorders
Juven, A., Vaurs‐Barrière, C., Court, F., Montibus, B., & Arnaúd, P. (2026) · Annales d Endocrinologie · doi:10.1016/j.ando.2026.102552
Investigating the role of CpG islands and DNA methylation at 3′UTRs in cancer
Wilson, C., & Kanhere, A. (2026) · Life Science Alliance · doi:10.26508/lsa.202503234 · Cited by 2
Genomic Imprinting in Animals: Evolutionary Conservation with Adaptive Flexibility
Belyakin, S. N., & Singh, P. B. (2026) · Cells · doi:10.3390/cells15181709
Nemoto, A., & Okano, H. (2026) · Neuroscience Research · doi:10.1016/j.neures.2026.105137
Metadata
- Authors
- Strogantsev, R., Krueger, F., Yamazawa, K., Shi, H., Gould, P., Goldman-Roberts, M., McEwen, K., Sun, B., Pedersen, R., & Ferguson-Smith, A. C.
- Affiliations
- Babraham Institute (GB)
- University of Cambridge (GB)
- Venue
- Genome Biology
- Published
- 2015-05-30
- Volume
- 16
- Issue
- 1
- Pages
- 112-112
- ISSN
- 1465-6906 (ISSN-L)
- PMC
- PMC4491874
- OpenAlex
- W2098398752
- Cited by
- 152
- References
- 69
- Citations by year
- 2026: 11 · 2025: 8 · 2024: 4 · 2023: 11 · 2022: 24 · 2021: 8 · 2020: 15 · 2019: 22 · 2018: 12 · 2017: 15 · 2016: 15 · 2015: 7
- FWCI
- 11.05
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Genome biology (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Apollo (University of Cambridge) (submittedVersion, cc-by)
- Funders
- Wellcome Trust (095606, 095606/Z/11/Z)
- European Commission (317146, 290123)
- Biotechnology and Biological Sciences Research Council (BB/G020930/1)
- Japan Society for the Promotion of Science (15K15478, 25713040)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Syndromes and Imprinting
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Keywords
- ZFP57, genomic imprinting, monoallelic expression, allele-specific binding, DNA methylation, imprinting control regions, differentially methylated regions, FKBP6, endogenous retroviruses, embryonic stem cells, genetic background effects, male germ cell development, transient neonatal diabetes, Krüppel-like zinc finger protein
- MeSH terms
- Alleles, Animals, Binding Sites, Cell Line, DNA-Binding Proteins, Mice, Inbred C57BL, Repressor Proteins, Genetic Variation, Genomic Imprinting, DNA Methylation, Histone Code, Mice, Kruppel-Like Transcription Factors
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