Safety and immunogenicity of the ChAdOx1 nCoV-19 vaccine against SARS-CoV-2: a preliminary report of a phase 1/2, single-blind, randomised controlled trial
Open accessAbstract
Background The pandemic of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) might be curtailed by vaccination. We assessed the safety, reactogenicity, and immunogenicity of a viral vectored coronavirus vaccine that expresses the spike protein of SARS-CoV-2. Methods We did a phase 1/2, single-blind, randomised controlled trial in five trial sites in the UK of a chimpanzee adenovirus-vectored vaccine (ChAdOx1 nCoV-19) expressing the SARS-CoV-2 spike protein compared with a meningococcal conjugate vaccine (MenACWY) as control. Healthy adults aged 18–55 years with no history of laboratory confirmed SARS-CoV-2 infection or of COVID-19-like symptoms were randomly assigned (1:1) to receive ChAdOx1 nCoV-19 at a dose of 5 × 10 10 viral particles or MenACWY as a single intramuscular injection. A protocol amendment in two of the five sites allowed prophylactic paracetamol to be administered before vaccination. Ten participants assigned to a non-randomised, unblinded ChAdOx1 nCoV-19 prime-boost group received a two-dose schedule, with the booster vaccine administered 28 days after the first dose. Humoral responses at baseline and following vaccination were assessed using a standardised total IgG ELISA against trimeric SARS-CoV-2 spike protein, a muliplexed immunoassay, three live SARS-CoV-2 neutralisation assays (a 50% plaque reduction neutralisation assay [PRNT 50 ]; a microneutralisation assay [MNA 50 , MNA 80 , and MNA 90 ]; and Marburg VN), and a pseudovirus neutralisation assay. Cellular responses were assessed using an ex-vivo interferon-γ enzyme-linked immunospot assay. The co-primary outcomes are to assess efficacy, as measured by cases of symptomatic virologically confirmed COVID-19, and safety, as measured by the occurrence of serious adverse events. Analyses were done by group allocation in participants who received the vaccine. Safety was assessed over 28 days after vaccination. Here, we report the preliminary findings on safety, reactogenicity, and cellular and humoral immune responses. The study is ongoing, and was registered at ISRCTN, 15281137, and ClinicalTrials.gov, NCT04324606. Findings Between April 23 and May 21, 2020, 1077 participants were enrolled and assigned to receive either ChAdOx1 nCoV-19 (n=543) or MenACWY (n=534), ten of whom were enrolled in the non-randomised ChAdOx1 nCoV-19 prime-boost group. Local and systemic reactions were more common in the ChAdOx1 nCoV-19 group and many were reduced by use of prophylactic paracetamol, including pain, feeling feverish, chills, muscle ache, headache, and malaise (all p<0·05). There were no serious adverse events related to ChAdOx1 nCoV-19. In the ChAdOx1 nCoV-19 group, spike-specific T-cell responses peaked on day 14 (median 856 spot-forming cells per million peripheral blood mononuclear cells, IQR 493–1802; n=43). Anti-spike IgG responses rose by day 28 (median 157 ELISA units [EU], 96–317; n=127), and were boosted following a second dose (639 EU, 360–792; n=10). Neutralising antibody responses against SARS-CoV-2 were detected in 32 (91%) of 35 participants after a single dose when measured in MNA 80 and in 35 (100%) participants when measured in PRNT 50 . After a booster dose, all participants had neutralising activity (nine of nine in MNA 80 at day 42 and ten of ten in Marburg VN on day 56). Neutralising antibody responses correlated strongly with antibody levels measured by ELISA ( R 2 =0·67 by Marburg VN; p<0·001). Interpretation ChAdOx1 nCoV-19 showed an acceptable safety profile, and homologous boosting increased antibody responses. These results, together with the induction of both humoral and cellular immune responses, support large-scale evaluation of this candidate vaccine in an ongoing phase 3 programme. Funding UK Research and Innovation, Coalition for Epidemic Preparedness Innovations, National Institute for Health Research (NIHR), NIHR Oxford Biomedical Research Centre, Thames Valley and South Midland's NIHR Clinical Research Network, and the German Center for Infection Research (DZIF), Partner site Gießen-Marburg-Langen.
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In phase 1 trials, mRNA-based vaccines (ARCoV, BNT162b1) and adenovirus-vector vaccines (ChAdOx1, Ad5 vectored COVID-19 vaccine) induced a strong T-helper-1-cell response in most participants.
“In phase 1 trials, mRNA-based vaccines (ARCoV, BNT162b1)16 and adenovirus-vector vaccines (ChAdOx1,25 Ad5 vectored COVID-19 vaccine)26 induced a strong T-helper-1-cell response in most participants.”
From Safety and immunogenicity of the SARS-CoV-2 ARCoV mRNA vaccine in Chinese adults: a randomised, double-blind, placebo-controlled, phase 1 trial (2022) · cites this paper as [25]
The Discussion reports marked increases in spike-specific effector T-cell responses after ChAdOx1 vaccination, and the paper says cellular responses were induced in all participants assessed by day 14. However, the Methods describe an interferon-γ assay of antigen-specific T cells, not a measurement establishing that those cells were specifically T-helper-1 cells. This citation is attached to ChAdOx1, so the other vaccines in the sentence are not assessed here. (LLM, conf=0.85)
Experimental — accuracy not yet measuredPeak neutralizing antibody levels after licensed SARS-CoV-2 vaccination are about half to four times those observed in convalescent individuals.
“the currently licensed vaccines have been shown to produce peak neutralizing antibody responses that range from approximately half to four-times those seen in convalescent patients24,64–67 (preprint data, not yet peer reviewed)68.”
From Prospects for durable immune control of SARS-CoV-2 and prevention of reinfection (2021) · cites this paper as [65]
A single dose of adenovirus-vectored vaccines induces polyfunctional antibodies that neutralize virus and mediate other antibody-dependent effector functions, plus strong T cell responses.
“After a single dose, the adenovirus vaccines elicit polyfunctional antibodies that are capable of mediating virus neutralization and of driving other antibody-dependent effector functions, as well as potent T cell responses.”
From Immunological mechanisms of vaccine-induced protection against COVID-19 in humans (2021) · cites this paper as [128]
The University of Oxford-sponsored studies were initially planned as single-dose studies but were amended to incorporate a second dose after review of phase 1 immunogenicity data showing a substantial increase in neutralising antibody with a second dose.
“The University of Oxford-sponsored studies were initially planned as single-dose studies but were amended to incorporate a second dose after review of the phase 1 immunogenicity data, which showed a substantial increase in neutralising antibody with a second dose of vaccine.12”
A second dose of ChAdOx1 nCoV-19 induces increased neutralising antibody levels.
“A second dose of ChAdOx1 nCoV-19 induces increased neutralising antibody levels10, 12 and is probably necessary for long-lasting protection.”
The proportion of the population with strong neutralizing activity increases with a second dose.
“It is known that the proportion of the population with strong neutralizing activity increases with a second dose (Folegatti et al., 2020)”
From Reduced neutralization of SARS-CoV-2 B.1.617 by vaccine and convalescent serum (2021) · cites this paper as Folegatti et al., 2020
Vaccination can cause systemic reactions, including fever and fatigue, which might prompt more testing for covid-19 in the first few days after vaccination, leading to an artificially low vaccine effectiveness in that period.
“Vaccination can also cause systemic reactions, including fever and fatigue.23 24 This might prompt more testing for covid-19 in the first few days after vaccination, which, if due to a vaccine reaction, will produce a negative result. This is likely to explain the increased testing immediately after vaccination with ChAdOx1-S and leads to an artificially low vaccine effectiveness in that period.25”
Multiple candidate vaccines had similar immunogenicity profiles to the COVID-19 RNA vaccines in humans, with equivalent or better neutralizing antibody titers or CD4+ T cell responses.
“Multiple candidate vaccines had similar immunogenicity profiles to the COVID-19 RNA vaccines in humans, with equivalent or better neutralizing antibody titers or CD4+ T cell responses”
From Adaptive immunity to SARS-CoV-2 and COVID-19 (2021) · cites this paper as Folegatti et al., 2020
In the limited subset of 10 participants who received a prime-boost ChAdOx1 vaccine, fever was exclusively reported after the prime dose in 40% of subjects, but resolved after 2 days.
“In the limited subset of 10 participants who received a prime-boost vaccine, fever was exclusively reported after the prime dose in 40% of the subjects, but once again resolved after 2 days.”
From The dawn of mRNA vaccines: the COVID-19 case (2021) · cites this paper as [85]
The prime ChAdOx1 nCoV-19 vaccine commonly caused fatigue and headache, but the incidence of these AEs could be significantly reduced by prophylactic paracetamol.
“The prime vaccine commonly caused fatigue and headache, but the incidence of these AEs could be significantly reduced by prophylactic paracetamol.”
From The dawn of mRNA vaccines: the COVID-19 case (2021) · cites this paper as [85]
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- Authors
- Folegatti, P. M., Ewer, K. J., Aley, P. K., Angus, B., Becker, S., Belij-Rammerstorfer, S., Bellamy, D., Bibi, S., Bittaye, M., Clutterbuck, E. A., Dold, C., Faust, S. N., Finn, A., Flaxman, A. L., Hallis, B., Heath, P., Jenkin, D., Lazarus, R., Makinson, R., Minassian, A. M., Pollock, K. M., Ramasamy, M., Robinson, H., Snape, M., Tarrant, R., Voysey, M., Green, C., Douglas, A. D., Hill, A. V. S., Lambe, T., Gilbert, S. C., Pollard, A. J., Aboagye, J., Adams, K., Ali, A., Allen, E., Allison, J. L., Anslow, R., Arbe-Barnes, E. H., Babbage, G., Baillie, K., Baker, M., Baker, N., Baker, P., Baleanu, I., Ballaminut, J., Barnes, E., Barrett, J., Bates, L., Batten, A., Beadon, K., Beckley, R., Berrie, E., Berry, L., Beveridge, A., Bewley, K. R., Bijker, E. M., Bingham, T., Blackwell, L., Blundell, C. L., Bolam, E., Boland, E., Borthwick, N., Bower, T., Boyd, A., Brenner, T., Bright, P. D., Brown-O'Sullivan, C., Brunt, E., Burbage, J., Burge, S., Buttigieg, K. R., Byard, N., Cabera Puig, I., Calvert, A., Camara, S., Cao, M., Cappuccini, F., Carr, M., Carroll, M. W., Carter, V., Cathie, K., Challis, R. J., Charlton, S., Chelysheva, I., Cho, J.-S., Cicconi, P., Cifuentes, L., Clark, H., Clark, E., Cole, T., Colin-Jones, R., Conlon, C. P., Cook, A., Coombes, N. S., Cooper, R., Cosgrove, C. A., Coy, K., Crocker, W. E. M., Cunningham, C. J., Damratoski, B. E., Dando, L., Datoo, M. S., Davies, H., De Graaf, H., Demissie, T., Di Maso, C., Dietrich, I., Dong, T., Donnellan, F. R., Douglas, N., Downing, C., Drake, J., Drake-Brockman, R., Drury, R. E., Dunachie, S. J., Edwards, N. J., Edwards, F. D. L., Edwards, C. J., Elias, S. C., Elmore, M. J., Emary, K. R. W., English, M. R., Fagerbrink, S., Felle, S., Feng, S., Field, S., Fixmer, C., Fletcher, C., Ford, K. J., Fowler, J., Fox, P., Francis, E., Frater, J., Furze, J., Fuskova, M., Galiza, E., Gbesemete, D., Gilbride, C., Godwin, K., Gorini, G., Goulston, L., Grabau, C., Gracie, L., Gray, Z., Guthrie, L. B., Hackett, M., Halwe, S., Hamilton, E., Hamlyn, J., Hanumunthadu, B., Harding, I., Harris, S. A., Harris, A., Harrison, D., Harrison, C., Hart, T. C., Haskell, L., Hawkins, S., Head, I., Henry, J. A., Hill, J., Hodgson, S. H. C., Hou, M. M., Howe, E., Howell, N., Hutlin, C., Ikram, S., Isitt, C., Iveson, P., Jackson, S., Jackson, F., James, S. W., Jenkins, M., Jones, E., Jones, K., Jones, C. E., Jones, B., Kailath, R., Karampatsas, K., Keen, J., Kelly, S., Kelly, D., Kerr, D., Kerridge, S., Khan, L., Khan, U., Killen, A., Kinch, J., King, T. B., King, L., King, J., Kingham-Page, L., Klenerman, P., Knapper, F., Knight, J. C., Knott, D., Koleva, S., Kupke, A., Larkworthy, C. W., Larwood, J. P. J., Laskey, A., Lawrie, A. M., Lee, A., Ngan Lee, K. Y., Lees, E. A., Legge, H., Lelliott, A., Lemm, N.-M., Lias, A. M., Linder, A., Lipworth, S., Liu, X., Liu, S., Lopez Ramon, R., Lwin, M., Mabesa, F., Madhavan, M., Mallett, G., Mansatta, K., Marcal, I., Marinou, S., Marlow, E., Marshall, J. L., Martin, J., McEwan, J., McInroy, L., Meddaugh, G., Mentzer, A. J., Mirtorabi, N., Moore, M., Moran, E., Morey, E., Morgan, V., Morris, S. J., Morrison, H., Morshead, G., Morter, R., Mujadidi, Y. F., Muller, J., Munera-Huertas, T., Munro, C., Munro, A., Murphy, S., Munster, V. J., Mweu, P., Noé, A., Nugent, F. L., Nuthall, E., O'Brien, K., O'Connor, D., Oguti, B., Oliver, J. L., Oliveira, C., O'Reilly, P. J., Osborn, M., Osborne, P., Owen, C., Owens, D., Owino, N., Pacurar, M., Parker, K., Parracho, H., Patrick-Smith, M., Payne, V., Pearce, J., Peng, Y., Peralta Alvarez, M. P., Perring, J., Pfafferott, K., Pipini, D., Plested, E., Pluess-Hall, H., Pollock, K., Poulton, I., Presland, L., Provstgaard-Morys, S., Pulido, D., Radia, K., Ramos Lopez, F., Rand, J., Ratcliffe, H., Rawlinson, T., Rhead, S., Riddell, A., Ritchie, A. J., Roberts, H., Robson, J., Roche, S., Rohde, C., Rollier, C. S., Romani, R., Rudiansyah, I., Saich, S., Sajjad, S., Salvador, S., Sanchez Riera, L., Sanders, H., Sanders, K., Sapaun, S., Sayce, C., Schofield, E., Screaton, G., Selby, B., Semple, C., Sharpe, H. R., Shaik, I., Shea, A., Shelton, H., Silk, S., Silva-Reyes, L., Skelly, D. T., Smee, H., Smith, C. C., Smith, D. J., Song, R., Spencer, A. J., Stafford, E., Steele, A., Stefanova, E., Stockdale, L., Szigeti, A., Tahiri-Alaoui, A., Tait, M., Talbot, H., Tanner, R., Taylor, I. J., Taylor, V., Te Water Naude, R., Thakur, N., Themistocleous, Y., Themistocleous, A., Thomas, M., Thomas, T. M., Thompson, A., Thomson-Hill, S., Tomlins, J., Tonks, S., Towner, J., Tran, N., Tree, J. A., Truby, A., Turkentine, K., Turner, C., Turner, N., Turner, S., Tuthill, T., Ulaszewska, M., Varughese, R., Van Doremalen, N., Veighey, K., Verheul, M. K., Vichos, I., Vitale, E., Walker, L., Watson, M. E. E., Welham, B., Wheat, J., White, C., White, R., Worth, A. T., Wright, D., Wright, S., Yao, X. L., & Yau, Y.
- Affiliations
- University of Oxford (GB)
- Philipps University of Marburg (DE)
- University Hospital Southampton NHS Foundation Trust (GB)
- University of Bristol (GB)
- Public Health England (GB)
- St George's, University of London (GB)
- University Hospitals Bristol and Weston NHS Foundation Trust (GB)
- Corresponding author
- Pollard, Andrew J
- ORCID
- Folegatti, Pedro M
- Ewer, Katie J
- Aley, Parvinder K
- Angus, Brian
- Becker, Stephan
- Bellamy, Duncan
- Bibi, Sagida
- Bittaye, Mustapha
- Clutterbuck, Elizabeth A
- Dold, Christina
- Faust, Saul N
- Finn, Adam
- Flaxman, Amy L
- Hallis, Bassam
- Heath, Paul
- Jenkin, Daniel
- Lazarus, Rajeka
- Makinson, Rebecca
- Minassian, Angela M
- Ramasamy, Maheshi
- Robinson, Hannah
- Snape, Matthew
- Voysey, Merryn
- Green, Catherine
- Douglas, Alexander D
- Hill, Adrian V S
- Lambe, Teresa
- Gilbert, Sarah C
- Pollard, Andrew J
- Allen, Elizabeth
- Anslow, Rachel
- Arbe-Barnes, Edward H.
- Baker, Natalie
- Baker, Philip
- Barnes, Eleanor
- Barrett, Jordan
- Berrie, Eleanor
- Bewley, Kevin R.
- Bijker, Else Margreet
- Boyd, Amy
- Bright, Philip D.
- Buttigieg, Karen R.
- Calvert, Anna
- Camara, Susana
- Cao, Michelangelo
- Cappuccini, Federica
- Carroll, Miles W.
- Cathie, Katrina
- Challis, Ruth J.
- Charlton, Sue
- Chelysheva, Irina
- Cicconi, Paola
- Cifuentes, Liliana
- Clark, Helen
- Clark, Elizabeth
- Conlon, Christopher P.
- Cook, Aislinn
- Coombes, Naomi S.
- Cooper, Rachel
- Cosgrove, Catherine A.
- Datoo, Mehreen S.
- Davies, Hannah
- Dietrich, Isabelle
- Dong, Tao
- Donnellan, Francesca R.
- Drury, Ruth Elizabeth
- Dunachie, Susanna Jane
- Edwards, Nick J.
- Elias, Sean C.
- Elmore, Michael J.
- Emary, Katherine R.W.
- Felle, Sally
- Feng, Shuo
- Field, Samantha
- Fletcher, Clare
- Fowler, Jamie
- Frater, John
- Fuskova, Michelle
- Galiza, Eva
- Gbesemete, Diane
- Gorini, Giacomo
- Goulston, Lyndsey
- Halwe, Sandro
- Hanumunthadu, Brama
- Harding, Irasha
- Hart, Thomas C.
- Head, Ian
- Henry, John Aaron
- Hill, Jennifer
- Hodgson, Susanne H.C.
- Hou, Mimi M.
- Howe, Elizabeth
- Isitt, Catherine
- Iveson, Poppy
- Jackson, Susan
- Jackson, Frederic
- Jenkins, Megan
- Jones, Elizabeth
- Jones, Kathryn
- Jones, Christine E.
- Kailath, Reshma
- Karampatsas, Konstantinos
- Kelly, Sarah
- Kelly, Dearbhla
- Kerr, David
- Kerridge, Simon
- Killen, Annabel
- King, Thomas B.
- Klenerman, Paul
- Knapper, Francesca
- Knight, Julian C.
- Kupke, Alexandra
- Larkworthy, Colin W.
- Larwood, Jessica P.J.
- Lees, Emily A
- Lias, Amelia M.
- Linder, Aline
- Lipworth, Samuel
- Liu, Xinxue
- Liu, Shuchang
- Lwin, May
- Madhavan, Meera
- Mallett, Garry
- Mansatta, Kushal
- Marinou, Spyridoula
- Marshall, Julia L.
- Meddaugh, Gretchen
- Mentzer, Alexander J.
- Mirtorabi, Neginsadat
- Moore, Maria
- Morris, Susan Jane
- Morter, Richard
- Mujadidi, Yama F.
- Munro, Alasdair
- Murphy, Sarah
- Munster, Vincent J.
- Noé, Andrés
- Nugent, Fay L.
- Nuthall, Elizabeth
- Oguti, Blanché
- Oliveira, Catarina
- Owens, Daniel
- Owino, Nelly
- Patrick-Smith, Maia
- Peng, Yanchun
- Pipini, Dimitra
- Plested, Emma
- Pluess-Hall, Helen
- Poulton, Ian
- Provstgaard-Morys, Samuel
- Pulido, David
- Ratcliffe, Helen
- Rhead, Sarah
- Riddell, Amy
- Ritchie, Adam John
- Roche, Sophie
- Rohde, Cornelius
- Rollier, Christine S.
- Rudiansyah, Indra
- Sanders, Helen
- Sanders, Katherine
- Schofield, Ella
- Screaton, Gavin
- Sharpe, Hannah R.
- Shelton, Holly
- Silk, Sarah
- Silva-Reyes, Laura
- Skelly, Donal T.
- Smith, Catherine C.
- Song, Rinn
- Spencer, Alexandra J.
- Stockdale, Lisa
- Szigeti, Anna
- Talbot, Helen
- Tanner, Rachel
- Taylor, Iona Jennifer
- Thakur, Nazia
- Themistocleous, Yrene
- Themistocleous, Andreas
- Thomas, Merin
- Thomas, Tonia M.
- Thompson, Amber
- Tree, Julia A.
- Truby, Adam
- Ulaszewska, Marta
- Varughese, Rachel
- Veighey, Kristin
- Vichos, Iason
- Vitale, Elia
- Watson, Marion E.E.
- Welham, Benjamin
- Venue
- The Lancet
- Publisher
- Elsevier BV
- Published
- 2020-08
- Volume
- 396
- Issue
- 10249
- Pages
- 467-478
- ISSN
- 0099-5355 (ISSN-L)
- 0140-6736
- PMC
- PMC7445431
- OpenAlex
- W3042833857
- Cited by
- 2,419
- References
- 22
- Citations by year
- 2026: 39 · 2025: 96 · 2024: 145 · 2023: 254 · 2022: 578 · 2021: 955 · 2020: 347 · 2012: 1
- FWCI
- 70.04
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- The Lancet (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Bristol Research (University of Bristol) (publishedVersion, cc-by-nc-nd)
- St George's Online Research Archive (St George's University of London) (acceptedVersion)
- ePrints Soton (University of Southampton) (acceptedVersion)
- Edinburgh Research Explorer (University of Edinburgh) (submittedVersion, cc-by-nc-nd)
- Spiral (Imperial College London) (submittedVersion, cc-by-nc-nd)
- reponame:Expeditio Repositorio Institucional UJTL
- Funders
- Wellcome Trust (095541/A/11/Z, 109965/Z/15/Z)
- UK Research and Innovation (MC_PC_19055)
- Coalition for Epidemic Preparedness Innovations
- National Institute for Health and Care Research (NIHR201409, CL-2018-13-007, CL-2016-13-008, CO-CIN-01, ACF-2018-13-005, NF-SI-0515-10005, COV19OxfordVaccine01, NF-SI-0617-10139, MC_PC_19055)
- Academy of Medical Sciences (SGL023\1089)
- University of Oxford
- Pirbright Institute
- Oxford University Hospitals NHS Foundation Trust
- Oxford Health NHS Foundation Trust
- Medical Research Council (MR/T001151/1)
- Engineering and Physical Sciences Research Council (EP/R013756/1)
- Biotechnology and Biological Sciences Research Council (BB/S007911/1)
- National Institute of Allergy and Infectious Diseases (HHSN272201400008C))
- Topics
- Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 and COVID-19 Research
- Health Sciences › Medicine › Infectious Diseases › COVID-19 Clinical Research Studies
- Life Sciences › Agricultural and Biological Sciences › Animal Science and Zoology › Animal Virus Infections Studies
- Keywords
- ChAdOx1 nCoV-19 vaccine, SARS-CoV-2, COVID-19 vaccines, adenoviral vector, spike protein, vaccine safety, immunogenicity, humoral immune response, neutralizing antibodies, cell-mediated immunity, interferon-gamma, reactogenicity, booster vaccination
- MeSH terms
- Immunogenicity, Vaccine, Betacoronavirus, Acetaminophen, COVID-19, SARS-CoV-2, COVID-19 Vaccines, Adenoviruses, Simian, Adult, Antibodies, Viral, Female, Genetic Vectors, United Kingdom, Humans, Immunoglobulin G, Immunization, Secondary, Male, Pneumonia, Viral, T-Lymphocytes, Viral Vaccines, Single-Blind Method, Coronavirus Infections, Analgesics, Non-Narcotic, Antibodies, Neutralizing, Pandemics, Spike Glycoprotein, Coronavirus
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 ›
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