The DOI matches its Crossref record; 69 of the 69 references it cites were found in a registry or an index.
TGFβ signaling directs serrated adenomas to the mesenchymal colorectal cancer subtype
Open accessAbstract
The heterogeneous nature of colorectal cancer (CRC) complicates prognosis and is suggested to be a determining factor in the efficacy of adjuvant therapy for individual patients. Based on gene expression profiling, CRC is currently classified into four consensus molecular subtypes (CMSs), characterized by specific biological programs, thus suggesting the existence of unifying developmental drivers for each CMS. Using human organoid cultures, we investigated the role of such developmental drivers at the premalignant stage of distinct CRC subtypes and found that TGFβ plays an important role in the development of the mesenchymal CMS4, which is of special interest due to its association with dismal prognosis. We show that in tubular adenomas (TAs), which progress to classical CRCs, the dominating response to TGFβ is death by apoptosis. By contrast, induction of a mesenchymal phenotype upon TGFβ treatment prevails in a genetically engineered organoid culture carrying a BRAFV600E mutation, constituting a model system for sessile serrated adenomas (SSAs). Our data indicate that TGFβ signaling is already active in SSA precursor lesions and that TGFβ is a critical cue for directing SSAs to the mesenchymal, poor‐prognosis CMS4 of CRC. Sessile serrated adenomas (SSAs)—precursor lesions of the serrated neoplasia pathway to colorectal cancer (CRC)—are predicted to give rise to either the good‐ or the poor‐prognosis CRC consensus molecular subtype (CMS1 and CMS4, respectively). Sessile serrated adenomas (SSAs)—precursor lesions of the serrated neoplasia pathway to colorectal cancer (CRC)—are predicted to give rise to either the good‐ or the poor‐prognosis CRC consensus molecular subtype (CMS1 and CMS4, respectively).
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
“Follow-up studies have documented that TGFβ can direct human organoid cultures to a CMS4 profile (20)”
From Clinical Challenges of Consensus Molecular Subtype CMS4 Colon Cancer in the Era of Precision Medicine (2024) · cites this paper as [20]
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
Subramanian, A., Tamayo, P., Mootha, V. K., Mukherjee, S., Ebert, B. L., Gillette, M. A., Paulovich, A., Pomeroy, S. L., Golub, T. R., Lander, E. S., et al. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0506580102 · Cited by 53,625
limma powers differential expression analyses for RNA-sequencing and microarray studies
Ritchie, M. E., Phipson, B., Wu, D., Hu, Y., Law, C. W., Shi, W., & Smyth, G. K. (2015) · Nucleic Acids Research · doi:10.1093/nar/gkv007 · Cited by 40,458
Multiplex Genome Engineering Using CRISPR/Cas Systems
Cong, L., Ran, F. A., Cox, D., Lin, S., Barretto, R., Habib, N., Hsu, P. D., Wu, X., Jiang, W., Marraffini, L. A., et al. (2013) · Science · doi:10.1126/science.1231143 · Cited by 15,339
A genetic model for colorectal tumorigenesis
Fearon, E. R., & Vogelstein, B. (1990) · Cell · doi:10.1016/0092-8674(90)90186-i · Cited by 12,132
Mootha, V. K., Lindgren, C. M., Eriksson, K.-F., Subramanian, A., Sihag, S., Lehar, J., Puigserver, P., Carlsson, E., Ridderstråle, M., Laurila, E., et al. (2003) · Nature Genetics · doi:10.1038/ng1180 · Cited by 10,197
RNA-Guided Human Genome Engineering via Cas9
Mali, P., Yang, L., Esvelt, K. M., Aach, J., Guell, M., DiCarlo, J. E., Norville, J. E., & Church, G. M. (2013) · Science · doi:10.1126/science.1232033 · Cited by 9,210
The Epithelial-Mesenchymal Transition Generates Cells with Properties of Stem Cells
Mani, S. A., Guo, W., Liao, M.-J., Eaton, E. N., Ayyanan, A., Zhou, A. Y., Brooks, M. W., Reinhard, F., Zhang, C. C., Shipitsin, M. V., et al. (2008) · Cell · doi:10.1016/j.cell.2008.03.027 · Cited by 8,839
Adjusting batch effects in microarray expression data using empirical Bayes methods
Johnson, W. E., Li, C., & Rabinovic, A. (2007) · Biostatistics · doi:10.1093/biostatistics/kxj037 · Cited by 8,658
Comprehensive molecular characterization of human colon and rectal cancer
The Cancer Genome Atlas Network (2012) · Nature · doi:10.1038/nature11252 · Cited by 8,499
Epithelial–mesenchymal transitions in tumour progression
Thiery, J. P. (2002) · Nature reviews. Cancer · doi:10.1038/nrc822 · Cited by 6,767
Flagged first, then by citations
Cited by
Sorted by citations
Items 101–160 of 160
Li, J., Liu, J., Xia, W., Yang, H., Sha, W., & Chen, H. H. (2024) · Technology in Cancer Research & Treatment · doi:10.1177/15330338231221856 · Cited by 13
Ryan, É. J., Creavin, B., Khaw, Y. L., Kelly, M. E., Mohan, H. M., Geraghty, R., Ryan, E. J., Kennelly, R. P., Hanly, A. M., Martin, S., et al. (2018) · BJS Open · doi:10.1002/bjs5.91 · Cited by 13
CRISPR/Cas9-directed epigenetic editing in colorectal cancer
Gupta, M. K., Gouda, G., Moazzam‐Jazi, M., Vadde, R., Nagaraju, G. P., & El‐Rayes, B. F. (2025) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2025.189338 · Cited by 12
Tumor organoids to study gastroesophageal cancer: a primer
Jin, R. U., & Mills, J. C. (2020) · Journal of Molecular Cell Biology · doi:10.1093/jmcb/mjaa035 · Cited by 13
Zhang, M., Yang, K.-L., Cui, Y., Zhou, Y., Zhang, H., Wang, Q., Ye, Y., Wang, S., & Jiang, K. (2021) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2021.609452 · Cited by 12
Young, K. A., Wojdyła, K., Lai, T., Mulholland, K. E., Casanova, S. A., Antrobus, R., Andrews, S., Biggins, L., Mahler-Araujo, B. M., Barton, P. R., et al. (2024) · Journal of Cell Science · doi:10.1242/jcs.261914 · Cited by 13
García‐Solano, J., Turpín, M. C., Garcia‐García, F., Carbonell‐Muñoz, R., Torres‐Moreno, D., Conesa, A., & Conesa‐Zamora, P. (2019) · Histopathology · doi:10.1111/his.13889 · Cited by 11
Alonso, V., Escudero, P., Fernández-Martos, C., Salud, A., Méndez, M., Gallego, J., Rodriguez, J.-R., Martín-Richard, M., Fernández-Plana, J., Manzano, H., et al. (2018) · Neoplasia · doi:10.1016/j.neo.2018.05.004 · Cited by 10
Zhao, H., Collet, C., Peng, D., Sinha, U. K., & Lin, D. (2022) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2022.09.026 · Cited by 9
Hosseini, S., Rejali, L., Pezeshkian, Z., Malekian, M., Fatemi, N., Peyravian, N., Hadizadeh, M., Mohsenifar, Z., Khanabadi, B., Farzam, M., et al. (2022) · Genes · doi:10.3390/genes13040689 · Cited by 10
CRISPR-Induced TMPRSS2-ERG Gene Fusions in Mouse Prostate Organoids.
Driehuis, E., & Clevers, H. C. (2017) · PubMed · Cited by 10
Self-citationNext-Generation Modeling of Cancer Using OrganoidsPreprint
Love, J. R., & Karthaus, W. R. (2023) · Cold Spring Harbor Perspectives in Medicine · doi:10.1101/cshperspect.a041380 · Cited by 9
Elsayed, I., Lin, L., Sheahan, K. D., Moran, B., Bakheit, S., & Wang, X. (2021) · International Immunopharmacology · doi:10.1016/j.intimp.2021.108168 · Cited by 9
Self-citationA Gene Signature Derived from the Loss of CDKN1A (p21) Is Associated with CMS4 Colorectal Cancer
Bueno-Fortes, S., Muenzner, J. K., Berral-González, A., Hampel, C., Lindner, P., Berninger, A., Huebner, K., Kunze, P., Bäuerle, T., Erlenbach‐Wuensch, K., et al. (2021) · Cancers · doi:10.3390/cancers14010136 · Cited by 9
Use of Personalized Biomarkers in Metastatic Colorectal Cancer and the Impact of AI
Volovăț, S. R., Augustin, I. G., Zob, D., Boboc, D., Amurariti, F., Volovat, C. D., Ştefănescu, C., Stolniceanu, C. R., Ciocoiu, M., Dumitras, E. A., et al. (2022) · Cancers · doi:10.3390/cancers14194834 · Cited by 10
Wusterbarth, E., Chen, Y., Jecius, H., Krall, E., Runyan, R. B., Pandey, R., & Nfonsam, V. N. (2021) · Journal of Surgical Research · doi:10.1016/j.jss.2021.09.007 · Cited by 8
Kinugasa, H., Hiraoka, S., Kobayashi, S., Matsubara, M., Nagahara, T., Higashi, R., Takei, K., Ohmori, M., Nakamura, T., Tsuzuki, T., et al. (2025) · The American Journal of Gastroenterology · doi:10.14309/ajg.0000000000003411 · Cited by 7
Predictors of Incident Serrated Polyps: Results from a Large Multicenter Clinical Trial
Crockett, S. D., Barry, E. L., Mott, L. A., Snover, D. C., Wallace, K., & Baron, J. A. (2022) · Cancer Epidemiology Biomarkers & Prevention · doi:10.1158/1055-9965.epi-21-1226 · Cited by 7
Defining key concepts of intestinal and epithelial cancer biology through the use of mouse models
Phesse, T. J., Durban, V. M., & Sansom, O. J. (2017) · Carcinogenesis · doi:10.1093/carcin/bgx080 · Cited by 7
Consensus molecular subtype transition during progression of colorectal cancer
van de Weerd, S., Torang, A., Zwager, L. W., Koelink, P. J., Koster, J., Bastiaansen, B. A., Lammers, V., Longobardi, C., Roodhart, J. M., van Krieken, J. H., et al. (2023) · The Journal of Pathology · doi:10.1002/path.6176 · Cited by 6
Self-citationPatient-derived rectal cancer organoids—applications in basic and translational cancer research
Yan, Y., Cheong, I. H., Chen, P., Li, X., Wang, X., & Wang, H. (2022) · Frontiers in Oncology · doi:10.3389/fonc.2022.922430 · Cited by 7
Self-citationVegivinti, C. T. R., Gomez, C. G., Syed, M. P., Ferrell, M., Cheng, S., Singhi, A. D., Saeed, A., & Şahin, İ. H. (2023) · Expert Opinion on Biological Therapy · doi:10.1080/14712598.2023.2226327 · Cited by 6
Korleski, J., Sall, S., Luly, K. M., Johnson, M. K., Johnson, A., Khela, H. S., Lal, B., Taylor, T., Ashby, J. M., Alonso, H., et al. (2025) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-025-02223-w · Cited by 8
TGF-β, to target or not to target; to prevent thyroid cancer progression?
Karnik, I., Sutherland, R., Elson, J. L., Aspinall, S. R., & Meeson, A. P. (2022) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2022.188752 · Cited by 6
Sadri, S., Aghajani, A., Soleimani, H., Kalkhajeh, S. G., Nazari, H., Milan, P. B., Peyravian, N., Pezeshkian, Z., Kebria, M. M., Shirazi, F., et al. (2024) · Biochemical Genetics · doi:10.1007/s10528-024-10988-y · Cited by 5
Lee, D.-W., Han, S., Cha, Y., Bae, J. M., Kim, H., Lyu, J., Han, H., Kim, H., Jang, H. S., Bang, D., et al. (2019) · BMC Cancer · doi:10.1186/s12885-019-5650-0 · Cited by 5
Kanth, P., Hazel, M. W., Schell, J. C., Rutter, J. P., Yao, R., Mills, A. P., & Delker, D. A. (2024) · Familial Cancer · doi:10.1007/s10689-024-00370-7 · Cited by 6
Kim, T.-W., Hwang, S. W., Kim, K. O., Cha, J. M., Joo, Y., & Cho, Y. (2022) · Oncology · doi:10.1159/000527285 · Cited by 4
Ngalim, S. H., Yusoff, N., Johnson, R. R., Razak, S. R. A., Chen, X., Hobbs, J. K., & Lee, Y. Y. (2022) · Progress in Biophysics and Molecular Biology · doi:10.1016/j.pbiomolbio.2022.09.003 · Cited by 3
Bonjoch, L., de Lima, Y. S., Díaz‐Gay, M., Dotti, I., Muñoz, J., Moreira, L., Carballal, S., Ocaña, T., Cuatrecasas, M., Ortíz, O., et al. (2023) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2023.1119900 · Cited by 4
Alabi, F. A., Okpalanwaka, I. F., Oyegbesan, A., Okoyeocha, E. O. M., Oladejo, M., & Imodoye, S. O. (2025) · MedComm – Oncology · doi:10.1002/mog2.70027 · Cited by 3
Mair, T., König, P., Mijović, M., Kalla, J., Baskan, A., Tran, L., Draganić, K., Saldaña, P. M., Malla, C. U. P., Pfneissl, J., et al. (2025) · Molecular Oncology · doi:10.1002/1878-0261.70014 · Cited by 2
The key role of cellular plasticity in the development of colorectal cancer
Lou, L., Cao, Y., Ma, Z., Ji, B., Liu, S., Mizuno, K., Terai, S., Tuo, B., Li, T., & Liu, X. (2025) · Translational research · doi:10.1016/j.trsl.2025.12.002 · Cited by 2
Surakhy, M., Matheson, J., Barnes, D., Carter, E. J., Hughes, J., Bühnemann, C., Sanegre, S., Morreau, H. M., Metz, P., Imianowski, C. J., et al. (2025) · Scientific Reports · doi:10.1038/s41598-025-00908-4 · Cited by 4
CRISPR-Cas9 Single Nucleotide Editing of Tuberous Sclerosis Complex 2 Gene in Mesenchymal Stem Cells
Salemdawod, A., Cooper, B., Liang, Y., Walczak, P., Vatter, H., Maciaczyk, J., & Janowski, M. (2025) · The CRISPR Journal · doi:10.1177/25731599251367059 · Cited by 2
Chen, Z., Kim, D., Wang, J., Huang, Q., Gao, Y., Zheng, J., Lyu, L., Li, Y., Lu, L., Xie, R., et al. (2025) · Scientific Reports · doi:10.1038/s41598-025-17653-3 · Cited by 1
Jin, C., Liu, H., Wu, Z., Hu, Y., Cui, Y., Guo, R., & Li, H. (2026) · Frontiers in Oncology · doi:10.3389/fonc.2026.1830436 · Cited by 1
Frąckowiak, M., Lewandowski, T., & Stelmasiak, P. (2020) · Oncology in Clinical Practice · doi:10.5603/ocp.2019.0036 · Cited by 1
TGFβ-Responsive Stromal Activation Occurs Early in Serrated Colorectal Carcinogenesis
Tsumuraya, H., Okayama, H., Katagata, M., Matsuishi, A., Fukai, S., Ito, M., Sakamoto, W., Saito, M., Momma, T., Nakajima, S., et al. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25094626 · Cited by 1
Efficient genetic editing of human intestinal organoids using ribonucleoprotein-based CRISPRPreprint
Skoufou-Papoutsaki, N., Adler, S., D’Santos, P., Mannion, L., Mehmed, S., Kemp, R., Smith, A., Perrone, F. M., Nayak, K., Russell, A., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.03.31.535108 · Cited by 1
López, J. J. A. (2016) · Hispania Sacra · doi:10.3989/hs.2016.043
Enhancing the Efficiency of CRISPR/Cas9 Precise Gene Editing for Cystic Fibrosis Gene Therapy
Seigel, K. E. (2018) · TSpace (University of Toronto)
Picornell, M. R., de Juan, J. A., Martín‐Benito, J. M. T., Ortega, F., & Domínguez, A. (2011) · Riegos y drenajes XXI
Surakhy, M., Matheson, J., Barnes, D., Carter, E. J., Hughes, J., Bühnemann, C., Sanegre, S., Morreau, H. M., Metz, P., Imianowski, C. J., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.03.15.584288
Mair, T., König, P., Mijović, M., Tran, L., Saldaña, P. M., Malla, C. U. P., Draganić, K., Pfneissl, J., Tiefenbacher, A., Kabiljo, J., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.06.25.600620
Shinkar, D. M., Rathod, S. P., Dabir, P. D., Purkar, S. R., Bhandari, D. D., & Amrutkar, S. V. (2025) · doi:10.1002/9781394313785.ch3
Intestinal Organoid Bioengineering, Disease Modeling, and Drug Discovery
Manhas, J. (2025) · BENTHAM SCIENCE PUBLISHERS eBooks · doi:10.2174/9789815238693125010005
Identification of PLXNC1 as a novel biomarker for consensus molecular subtype 4 in colorectal cancer
Wang, W., Zhou, M., Li, T., Gan, W., Lv, S., Yan, Z., Hou, Y., Zeng, Z., Yang, L., Zhang, F., et al. (2025) · Genes & Diseases · doi:10.1016/j.gendis.2025.101974
Zhang, Y., Yang, Y., Qi, X., Cui, P., Kang, Y., Liu, H., Wei, Z., & Wang, H. (2024) · Figshare · doi:10.6084/m9.figshare.26754295
Zhang, Y., Yang, Y., Qi, X., Cui, P., Kang, Y., Liu, H., Wei, Z., & Wang, H. (2024) · Figshare · doi:10.6084/m9.figshare.26754292
Zhang, Y., Yang, Y., Qi, X., Cui, P., Kang, Y., Liu, H., Wei, Z., & Wang, H. (2024) · Figshare · doi:10.6084/m9.figshare.26754289
Additional file 1 of Elastin is a key factor of tumor development in colorectal cancer
Li, J., Xu, X., Jiang, Y., Hansbro, N. G., Hansbro, P. M., Xu, J., & Liu, G. (2020) · Figshare · doi:10.6084/m9.figshare.11986503
Trivieri, N., Pracella, R., Cariglia, M. G., Panebianco, C., Parrella, P., Visioli, A., Giani, F., Soriano, A. A., Barile, C., Canistro, G., et al. (2020) · Figshare · doi:10.6084/m9.figshare.13467539
Sumrell, C., Shishkin, A., Okeke, E., Zelikovsky, A., & Moussa, M. R. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.01.22.701121
CELLULAR BIOTECHNOLOGIES IN THE MODELING OF CARCINOGENESIS AND THEIR POTENTIAL IN PRECISION MEDICINE
Куралбаевич, Н. А., Kokanov, S. K., Terebay, A. A., & Marakhovskaya, L. G. (2026) · Biosafety and Biotechnology · doi:10.58318/2957-5702-2025-23-50-84
Organoids revolutionizing precancer research
Han, X., Ma, L., Dai, J., Gao, D., & Wang, W. (2026) · Journal of Advanced Research · doi:10.1016/j.jare.2026.02.055
Balogoun, R. (2019) · theses.fr (ABES) · doi:10.70675/b078c676z06b0z4093za0f0zf4b5ac1484fb
Organoids as Next-Generation Models of Tumor Drug Resistance
Wang, L., Tang, Q., Zhong, L., He, M., Zhu, X., Zheng, Q., Long, L., Wang, Y., Jiang, Q., Wang, H., et al. (2026) · Cancer Biome and Targeted Therapy · doi:10.66505/cbtt.v1i1.9
Hayashishita, S., Okayama, H., Nakajima, S., Saito, K., Takiguchi, C., Mitsui, D., Matsuida, H., Katagata, M., Sato, T., Matsumoto, T., et al. (2026) · Scientific Reports · doi:10.1038/s41598-026-57104-1
Kiriyama, S., Ogiso, Y., Yamada, S., Kato, H., Kato, M., Ito, T., & Nakano, A. (2026) · International Cancer Conference Journal · doi:10.1007/s13691-026-00894-y
Metadata
- Authors
- Fessler, E., Drost, J., van Hooff, S. R., Linnekamp, J. F., Wang, X., Jansen, M., De Sousa E Melo, F., Prasetyanti, P. R., IJspeert, J. E., Franitza, M., Nürnberg, P., van Noesel, C. J., Dekker, E., Vermeulen, L., Clevers, H., & Medema, J. P.
- Affiliations
- Amsterdam UMC Location University of Amsterdam (NL)
- Royal Netherlands Academy of Arts and Sciences (NL)
- City University of Hong Kong (HK)
- University of Cologne (DE)
- Corresponding author
- Medema, Jan Paul
- ORCID
- Venue
- EMBO Molecular Medicine
- Published
- 2016-05-24
- Volume
- 8
- Issue
- 7
- Pages
- 745-760
- ISSN
- 1757-4676 (ISSN-L)
- 1757-4684
- PMC
- PMC4931289
- OpenAlex
- W2404590196
- Cited by
- 159
- References
- 69
- Citations by year
- 2026: 7 · 2025: 15 · 2024: 16 · 2023: 12 · 2022: 16 · 2021: 20 · 2020: 25 · 2019: 13 · 2018: 16 · 2017: 14 · 2016: 4
- FWCI
- 8.14
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- EMBO Molecular Medicine (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Pure Amsterdam UMC (publishedVersion, other-oa)
- KNAW Research Portal (The Royal Netherlands Academy of Arts and Sciences) (publishedVersion, other-oa)
- KNAW research portal (Royal Academy of Art and Sciences (KNAW)) (publishedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
- UCL Discovery (University College London) (submittedVersion)
- CityU Scholars (submittedVersion, cc-by)
- Funders
- AMC Graduate School PhD Scholarship
- NWO‐ZonMw VENI (91614138)
- Dutch Cancer Society (UvA2013‐6331, UvA2014‐7245, UvA2015‐7587)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › TGF-β signaling in diseases
- Health Sciences › Medicine › Oncology › Colorectal Cancer Treatments and Studies
- Health Sciences › Medicine › Pathology and Forensic Medicine › Genetic factors in colorectal cancer
- Keywords
- TGF-beta signaling, colorectal cancer, consensus molecular subtypes, CMS4, mesenchymal subtype, sessile serrated adenoma, serrated neoplasia, tubular adenoma, BRAF V600E mutation, colorectal organoids, apoptosis, tumor progression, precursor lesions
- MeSH terms
- Adenoma, Humans, Organoids, Colorectal Neoplasms, Signal Transduction, Transforming Growth Factor beta, Carcinogenesis
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