The DOI matches its Crossref record; 26 of the 26 references it cites were found in a registry or an index.
A Novel, Multi-Parallel, Real-Time Polymerase Chain Reaction Approach for Eight Gastrointestinal Parasites Provides Improved Diagnostic Capabilities to Resource-Limited At-Risk Populations
Open accessAbstract
Diagnosis of gastrointestinal parasites has traditionally relied on stool microscopy, which has low diagnostic sensitivity and specificity. We have developed a novel, rapid, high-throughput quantitative multi-parallel real-time polymerase chain reaction (qPCR) platform. Species-specific primers/probes were used for eight common gastrointestinal parasite pathogens: Ascaris lumbricoides, Necator americanus, Ancylostoma duodenale, Giardia lamblia, Cryptosporidium spp., Entamoeba histolytica, Trichuris trichiura, and Strongyloides stercoralis. Stool samples from 400 13-month-old children in rural Ecuador were analyzed and the qPCR was compared with a standard direct wet mount slide for stool microscopy, as were 125 8–14-year-old children before and after anthelmintic treatment. The qPCR showed higher detection rates for all parasites compared with direct microscopy, Ascaris (7.0% versus 5.5%) and for Giardia (31.5% versus 5.8%). Using an enhanced DNA extraction method, we were able to detect T. trichiura DNA. These assays will be useful to refine treatment options for affected populations, ultimately leading to better health outcomes.
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
“Primers, probes, and protocols for the qPCR, including methods for generating a recombinant plasmid containing target E. histolytica sequence to make a standard curve, were taken from Mejia et al. (2013) [95].”
From Population structure of human gut bacteria in a diverse cohort from rural Tanzania and Botswana (2019) · cites this paper as [95]
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
Hotez, P. J., BROOKER, S. J., Bethony, J. M., Bottazzi, M. E., Loukas, A. C., & Shuhua, X. (2004) · New England Journal of Medicine · doi:10.1056/nejmra032492 · Cited by 635
Enteric infections, diarrhea, and their impact on function and development
Petri, W. A., Miller, M., Binder, H. J., Levine, M. M., Dillingham, R., & Guerrant, R. L. (2008) · Journal of Clinical Investigation · doi:10.1172/jci34005 · Cited by 493
Al‐Soud, W. A., & Rådström, P. (1998) · Applied and Environmental Microbiology · doi:10.1128/aem.64.10.3748-3753.1998 · Cited by 386
Experimental Human Infections with Giardia lamblia
Nash, T. E., Herrington, D. A., Losonsky, G. A., & Levine, M. M. (1987) · The Journal of Infectious Diseases · doi:10.1093/infdis/156.6.974 · Cited by 296
Hoxie, N. J., Davis, J. P., Vergeront, J. M., Nashold, R. D., & Blair, K. A. (1997) · American Journal of Public Health · doi:10.2105/ajph.87.12.2032 · Cited by 219
Basuni, M., Muhi, J., Othman, N., Verweij, J. J., Ahmad, M., Miswan, N., Rahumatullah, A., Aziz, F. A., Zainudin, N. S., & Noordin, R. (2011) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.2011.10-0499 · Cited by 201
Haque, R., Neville, L. M., Hahn, P., & Petri, W. A. (1995) · Journal of Clinical Microbiology · doi:10.1128/jcm.33.10.2558-2561.1995 · Cited by 200
Fast and reliable extraction of protozoan parasite DNA from fecal specimens2
DASILVA, A., Bornay-Llinares, F. J., Moura, I. N. S., Slemenda, S. B., Tuttle, J., & Pieniążek, N. J. (1999) · Molecular Diagnosis · doi:10.1016/s1084-8592(99)80050-2 · Cited by 184
Koonjul, P. K., Brandt, W. F., Lindsey, G. G., & Farrant, J. M. (1999) · Nucleic Acids Research · doi:10.1093/nar/27.3.915 · Cited by 173
Ungar, B. L. P., Soave, R., Fayer, R., & Nash, T. E. (1986) · The Journal of Infectious Diseases · doi:10.1093/infdis/153.3.570 · Cited by 161
Cited by
Sorted by citations
Items 201–271 of 271
Liang, J.-R., Yan, S.-N., Yang, H.-Y., Yang, S., Shen, Y., Huo, L., Cai, Y., Mo, Z., Zheng, B., Xu, B., et al. (2025) · PLoS neglected tropical diseases · doi:10.1371/journal.pntd.0013007 · Cited by 3
Decreased fecal calprotectin levels in Spondyloarthritis patients colonized by Blastocystis spp.
Chaparro‐Olaya, J., Morales, L., Falla, M. D. L., Hernández, P. C., Bautista‐Molano, W., Ramos-Casallas, A., Ávila, J. D., Bello-Gualtero, J. M., Cortés-Muñoz, F., & Romero‐Sánchez, C. (2022) · Scientific Reports · doi:10.1038/s41598-022-18308-3 · Cited by 3
Leung, J. M., Hong, C. T. T., Trung, N. H. D., Thi, H. N., Minh, C. N. N., Thi, T. V., Hong, D. T., Man, D. N. H., Knowles, S. C. L., Wolbers, M., et al. (2016) · Trials · doi:10.1186/s13063-016-1406-1 · Cited by 3
Rana, D. R., & Pokhrel, N. (2023) · Journal of Helminthology · doi:10.1017/s0022149x2200092x · Cited by 4
Combating Neglected Tropical Diseases
Berglund, J. (2019) · IEEE Pulse · doi:10.1109/mpuls.2018.2885842 · Cited by 3
Veloz, E. C. T., Guillén, M., Trelis, M., Carpio-Arias, T. V., & Gozalbo, M. (2023) · Nutrients · doi:10.3390/nu15122801 · Cited by 3
Gaidhane, S., Gaidhane, A. M., Khatib, M. N., Telrandhe, S., Patil, M. S., Saxena, D. B., Bhardwaj, P., Choudhari, S. G., & Zahiruddin, Q. S. (2024) · Indian Journal of Community Medicine · doi:10.4103/ijcm.ijcm_249_23 · Cited by 2
Liu, W., Bartlett, A. W., Blazek, K. D., Hii, S. F., Dyer, C., Colella, V., Traub, R. J., Ng-Nguyen, D., & Nery, S. V. (2025) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.24-0670 · Cited by 2
Molecular detection of intestinal helminths and protozoa among young children in Dosso Region, Niger
Aiemjoy, K., Arzika, A. M., Cook, C. A., Lebas, E., Pilotte, N., Grant, J. R., Williams, S. A., Lietman, T. M., & Keenan, J. D. (2020) · Gates Open Research · doi:10.12688/gatesopenres.13124.1 · Cited by 2
Soil-Transmitted Helminthiasis
Ramos, J. A. T., Berto, C. G., & Coyle, C. (2021) · Neglected tropical diseases · doi:10.1007/978-3-030-63384-4_1 · Cited by 2
Pathogenic helminths in the past: Much ado about nothing
Mulder, C. (2017) · F1000Research · doi:10.12688/f1000research.11752.1 · Cited by 2
Al-rawi, O. N. A., & Al-Omar, N. S. (2023) · Iranian Journal of Medical Microbiology · doi:10.30699/ijmm.17.3.361 · Cited by 2
Molecular detection of intestinal helminths and protozoa among young children in Dosso Region, Niger
Aiemjoy, K., Arzika, A. M., Cook, C. A., Lebas, E., Pilotte, N., Grant, J. R., Williams, S. A., Lietman, T. M., & Keenan, J. D. (2020) · Gates Open Research · doi:10.12688/gatesopenres.13124.2 · Cited by 2
A smartphone microscope method for simultaneous detection of (oo)cyst of Cryptosporodium and GiardiaPreprint
Shrestha, R., Duwal, R., Wagle, S., Pokhrel, S., Giri, B., & Neupane, B. B. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.04.09.035147 · Cited by 2
Papaiakovou, M., Pilotte, N., Dunn, J. C., Littlewood, D. T., Cimino, R. O., Krolewiecki, A. J., Williams, S. A., & Mejía, R. (2021) · medRxiv · doi:10.1101/2021.12.09.21267271 · Cited by 2
Papaiakovou, M., Waeschenbach, A., Ajibola, O., Ajjampur, S. S. R., Anderson, R. M., Bailey, R. L., Benjamin‐Chung, J., Cambra-Pellejà, M., Caro, N. R., Chaima, D., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.09.23.614419 · Cited by 2
Amebiasis, Giardiasis, and Other Intestinal Protozoan Infections
Virk, A. (2016) · Elsevier eBooks · doi:10.1016/b978-0-323-37506-1.00032-5 · Cited by 1
Detection of Parasite DNA in Soil Samples from Rural Yucatan, Mexico
Villanueva-Lizama, L. E., Cruz-Coral, A., Teh-Poot, C. F., Cruz-Chan, J. V., & Mejía, R. (2024) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.23-0385 · Cited by 1
Briggs, N., Versteeg, L., Mejía, R., Pollet, J. B. K., Villar, M. J., Zhan, B., Segal, G., Novak, S., Lenihan, P. C., Musgrave, P., et al. (2025) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.24-0514 · Cited by 1
Adu-Gyamfi, C. G., Seeger, A., Mulengwa, D., Vasiliu, A., Carratalá-Castro, L., Mtafya, B., Maphalala, N., Munguambe, S., Saavedra, B., Ness, T. E., et al. (2025) · Open Forum Infectious Diseases · doi:10.1093/ofid/ofaf345 · Cited by 1
Zautner, A. E., Frickmann, H., Hahn, A., Sarfo, F. S., Norman, B., Dompreh, A., Agyei, M. K., Asibey, S. O., Boateng, R., Kuffour, E. O., et al. (2025) · Microorganisms · doi:10.3390/microorganisms13091976 · Cited by 1
Prevalence of multiple human intestinal parasites across diverse environments in Madagascar
Wu, S. M., Gupta, S. S., Ravelomanantsoa, M. A., Andry, S., Viana, D. F., Zamborain‐Mason, J., Uzomah, U. A., Randriamady, H. J., Howard, C., Friedman, G., et al. (2026) · PLoS neglected tropical diseases · doi:10.1371/journal.pntd.0014380 · Cited by 1
Richert, W., Kasprowicz, D., & Korzeniewski, K. (2026) · PLoS neglected tropical diseases · doi:10.1371/journal.pntd.0014519 · Cited by 1
Molecular Detection of Gastrointestinal Parasites
(2016) · doi:10.1128/9781555819071.ch38 · Cited by 1
Current Treatment Options for Giardiasis and Cryptosporidiosis
Mejía, R. (2016) · Current Tropical Medicine Reports · doi:10.1007/s40475-016-0082-2 · Cited by 1
Precise dispensing technology for point-of-care diagnosis with micro-volume blood
Ando, T., Hirano, M., Ishige, Y., & Adachi, S. (2017) · IEEE Healthcare Innovations and Point of Care Technologies Conference (HI-POCT) · doi:10.1109/hic.2017.8227618 · Cited by 1
Neurath, J. (2020) · Revista Euroamericana de Antropología · doi:10.14201/rea202097592 · Cited by 1
Hill, D. R., & Nash, T. E. (2015) · Elsevier eBooks · doi:10.1016/b978-1-4557-4801-3.00281-2 · Cited by 1
Simfele, H. C., Katawa, G., Arndts, K., Tchopba, C. N., Amessoudji, M. O., Tchadié, P. E., Karou, S. D., Ameyapoh, Y. A., Hoerauf, A. M., Kolou, M., et al. (2024) · Frontiers in Tropical Diseases · doi:10.3389/fitd.2024.1283532 · Cited by 1
Nisha, M., Su, M. R., Nadiah, N., & Davamani, F. A. (2020) · Research Journal of Parasitology · doi:10.3923/jp.2020.31.37 · Cited by 1
Prevalence of parasitic infections among recent immigrants to ChicagoPreprint
Herrick, J. A., Nordstrom, M., Maloney, P., Rodriguez, M., Naceanceno, K. S., Enamorado, G. G., Mejía, R., & Hershow, R. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/575779 · Cited by 1
Damania, A. V., Arévalo‐Cortes, A., Lopez, A., Hidalgo, V. S., Garcia-Ramon, D. C., Lefoulon, E., Long, C. A., Drake, E., Slatko, B. E., Cooper, P. J., et al. (2024) · medRxiv · doi:10.1101/2024.10.15.24315510 · Cited by 1
Self-citationSheorey, H., Biggs, B., & Bradbury, R. S. (2023) · ClinMicroNow · doi:10.1002/9781683670438.mcm0147 · Cited by 1
Monárrez‐Espino, J., Elling, D. L., Cárdenas-Dimaté, M. A., & Balleza-Carreón, A. (2015) · Indian Journal of Community Health
Investigación de Entamoeba histolytica en dos Comunidades Ecuatorianas
Mayorga, T. A. (2015)
Pathogenic helminths in the past: Much ado about nothing
Mulder, C. (2017) · F1000Research · doi:10.12688/f1000research.11752.3
Knudson-Ospina, A., Salazar, Á. S., Tabares, J. H., Restrepo, C. A., Ruiz, M. Á., & López, M. C. (2017) · Revista de la Facultad de Medicina · doi:10.15446/revfacmed.v65n2.58693
Giardia intestinalis assemblage E as an Emerging Zoonosis in Livestock
Wardhana, A. H. (2018) · Indonesian Bulletin of Animal and Veterinary Sciences · doi:10.14334/wartazoa.v27i4.1787
Evans, C. (2018) · UEL Research Repository (University of East London) · doi:10.15123/uel.86zy5
Pathogenic helminths in the past: Much ado about nothing
Mulder, C. (2017) · F1000Research · doi:10.12688/f1000research.11752.2
Maizels, R. M. (2019) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.733222522.793555267
(2016) · Microbiology Australia · doi:10.1071/mav37n1
Kositz, C., Drammeh, M., Vasileva, H., Houghton, J., Ashall, J., D'Alessandro, U., Marks, M., & Bradley, J. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4167834
Weatherhead, J. E., & Hotez, P. J. (2022) · Elsevier eBooks · doi:10.1016/b978-0-323-75608-2.00276-7
Condición de las geohelmintiasis en municipios de Boyacá y comparación de técnicas diagnósticas
Motta, M. L. A., Forero, J. C. G., Lucero, D. S. A., Matallana, V. A. B., Arteaga, L. R. V., Gómez, A. C. G., Lizarazú, M. C. B., & Manrique, J. F. (2023) · Brazilian Journal of Health Review · doi:10.34119/bjhrv6n1-081
Detection of parasite DNA in soil samples from rural Yucatán, MéxicoPreprint
Villanueva-Lizama, L. E., Cruz-Coral, A., Teh-Poot, C. F., Cruz-Chan, V., & Mejía, R. (2023) · medRxiv · doi:10.1101/2023.06.27.23291958
Frickmann, H., Backhaus, J., Hoerauf, A. M., Hagen, R. M., & Kann, S. (2024) · Microorganisms · doi:10.3390/microorganisms12050970
Sheorey, H., Biggs, B., & Bradbury, R. S. (2023) · ClinMicroNow · doi:10.1002/9781683674849.mcm0147
Recent Advances in Parasitomics: Omics in the Study of Ascariasis
Tang, N. L., & Weatherhead, J. E. (2025) · Springer eBooks · doi:10.1007/978-3-031-70591-5_14 · Cited by 1
Epidemiologic Investigation of Protozoa and Soil-Transmitted Helminths in Starr County, Texas
Leining, L. M., Erickson, T. A., Hanis, C. L., Bauer, C., Murry, M. D., Brown, E. L., Mejía, R., & Gunter, S. M. (2025) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.24-0364
Altman, A., Bohner, A. D., Brown, V. J., Barger, L., Gleason, R. L., Rains, J. K., Stubbs, J. B., Kubelick, K. P., & Stephens, M. (2025) · Bioengineering · doi:10.3390/bioengineering12040432
Parasitic Laboratory Diagnosis
Yan, S. M., & Mejía, R. (2025) · Elsevier eBooks · doi:10.1016/b978-0-323-82763-8.00271-5
Mizan, S., Wang, S. M., & Al-Talib, H. I. (2025) · Asia-Pacific Journal of Molecular Biology and Biotechnology · doi:10.35118/apjmbb.2025.033.3.18
Reimer-McAtee, M., Serpa, J. A., McAtee, C. L., Ortega, E., Somasunderam, A., Arduino, R. C., Mejía, R., & Utay, N. S. (2025) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.25-0068
Keller, L., Patel, C., Welsche, S., Schindler, T., Hürlimann, E., & Keiser, J. (2020) · Figshare · doi:10.6084/m9.figshare.13100650
Keller, L., Patel, C., Welsche, S., Schindler, T., Hürlimann, E., & Keiser, J. (2020) · Figshare · doi:10.6084/m9.figshare.13100647
Sibandze, D. B., Kay, A. W., Dreyer, V., Sikhondze, W., Dlamini, Q., DiNardo, A. R., Mtetwa, G., Lukhele, B. W., Vambe, D., Lange, C., et al. (2022) · Figshare · doi:10.6084/m9.figshare.19791009
Papaiakovou, M., Cimino, R. O., Pilotte, N., Dunn, J. C., Littlewood, D. T. J., Williams, S. A., Krolewiecki, A. J., & Mejía, R. (2024) · Figshare · doi:10.6084/m9.figshare.27019224
Gandasegui, J., Grau-Pujol, B., Cambra-Pellejà, M., Escola, V., Demontis, M. A., Cossa, A., Jamine, J. C., Balaña‐Fouce, R., van Lieshout, L., Muñóz, J., et al. (2021) · Figshare · doi:10.6084/m9.figshare.16681565
Gandasegui, J., Grau-Pujol, B., Cambra-Pellejà, M., Escola, V., Demontis, M. A., Cossa, A., Jamine, J. C., Balaña‐Fouce, R., van Lieshout, L., Muñóz, J., et al. (2021) · Figshare · doi:10.6084/m9.figshare.16681562
Manuel, M., Pilotte, N., Timothy, J. W. S., Galagan, S. R., Israel, G. J., Connors, C. T., Omballa, V., Voss, M. P., Dadwal, U. C., Gonzalez, A. M., et al. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.01.05.697616
Morawski, B., Morton, E. R., Yunus, M., Muñoz-Zanzi, C., Mejia, R., Blekhman, R., Boulware, D. R., & Lofgren, S. (2026) · BMC Infectious Diseases · doi:10.1186/s12879-026-12992-6
Cuamba, I., Santano, R., Grau-Pujol, B., Vidal, M., Aguilar, R., Cossa, A., Jairoce, C., Mejía, R., Nhabomba, A. J., Muñóz, J., et al. (2026) · BMC Medicine · doi:10.1186/s12916-026-04827-7
Mujica, R., Trosel, H., Incani, R. N., JESUS, J., Méndez, N., Perteguer, M. J., & Ferrer, E. (2026) · Journal of Microbiological Methods · doi:10.1016/j.mimet.2026.107531
Rodríguez, M. M., Urrea, V., Luna, N., Borja, I. M. R., Polo, D. P., Patiño, L. H., Ramírez, J. D., Muñoz, M. A. M., & Castro, L. R. (2026) · Environmental Science and Pollution Research · doi:10.1007/s11356-026-37784-y
Cuamba, I., Santano, R., Grau-Pujol, B., Vidal, M., Cossa, A., Jairoce, C., Mejía, R., Muñóz, J., Aguilar, R., Zhan, B., et al. (2026) · PLoS neglected tropical diseases · doi:10.1371/journal.pntd.0014485
Almazán, M. C., Díaz-Fernández, M. E., Nieves, E. E., Juaréz, M., Mejia, L. E., Mejia, E. R., Krolewiecki, A. J., Cooper, P. J., Cimino, R. O., & Mejía, R. (2026) · Parasite · doi:10.1051/parasite/2026039
Self-citationManuel, M., Pilotte, N., Timothy, J. W. S., Galagan, S. R., Israel, G. J., Connors, C. T., Omballa, V., Voss, M. P., Dadwal, U. C., Gonzalez, A. M., et al. (2026) · Microbiology Spectrum · doi:10.1128/spectrum.00363-26
Donkoh, E. T., Williams, I., Akologo, R. N., Asiedu, A. A., -Atta, R. J. O., Boadu, I. W. O., Ryabinina, O., Forson, A. O., Boampong, K., Jain, N., et al. (2026) · PLoS neglected tropical diseases · doi:10.1371/journal.pntd.0014694
Castañeda, S., Sánchez, M. M., Romero, M., Torres, G., Caraballo, A. J., Damania, A. V., Mazzola, L., Restrepo, A., Slatko, B. E., Ramírez, J. D., et al. (2026) · Research Square · doi:10.21203/rs.3.rs-11000501/v1
Metadata
- Authors
- Mejia, R., Vicuña, Y., Broncano, N., Sandoval, C., Vaca, M., Chico, M., Cooper, P. J., & Nutman, T. B.
- Corresponding author
- Nutman, Thomas B.
- Venue
- The American Society of Tropical Medicine and Hygiene
- Published
- 2013-06-05
- Volume
- 88
- Issue
- 6
- Pages
- 1041-1047
- ISSN
- 0002-9637 (ISSN-L)
- 1476-1645
- PMC
- PMC3752800
- OpenAlex
- W2123559199
- Cited by
- 273
- References
- 26
- Citations by year
- 2026: 12 · 2025: 17 · 2024: 24 · 2023: 15 · 2022: 19 · 2021: 29 · 2020: 35 · 2019: 19 · 2018: 23 · 2017: 25 · 2016: 19 · 2015: 20 · 2014: 12 · 2013: 4
- FWCI
- 15.45
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- American Journal of Tropical Medicine and Hygiene (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- LSTM Online Archive (Liverpool School of Tropical Medicine) (submittedVersion)
- Funders
- Wellcome Trust (088862)
- Topics
- Life Sciences › Immunology and Microbiology › Parasitology › Parasites and Host Interactions
- Life Sciences › Immunology and Microbiology › Parasitology › Parasitic Infections and Diagnostics
- Life Sciences › Immunology and Microbiology › Parasitology › Helminth infection and control
- Keywords
- gastrointestinal parasites, parasitological diagnosis, stool microscopy, Ascaris lumbricoides, Necator americanus, Ancylostoma duodenale, Giardia lamblia, Cryptosporidium, Entamoeba histolytica, Trichuris trichiura, Strongyloides stercoralis, anthelmintic treatment, children, resource-limited settings, DNA extraction
- MeSH terms
- Adolescent, Ancylostoma, Animals, Anthelmintics, Child, Cryptosporidium, Ecuador, Entamoeba histolytica, Feces, Humans, India, Infant, Intestinal Diseases, Parasitic, Mali, Microscopy, North America, Rural Population, Sensitivity and Specificity, Species Specificity, Trichuris, Reproducibility of Results, Prevalence, Giardia lamblia, Ascaris lumbricoides, Strongyloides stercoralis, Necator americanus, DNA Primers, DNA, Helminth, Empirical Research, High-Throughput Screening Assays, Real-Time Polymerase Chain Reaction
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