Virus infection as a cause of inflammation in psychiatric disorders
Abstract
Many neurotropic viruses exist and may cause classical inflammation but also low-level neuroinflammation. However, viruses may be dormant within the CNS and become active later. The role of neurotropic virus infections in the causation of psychiatric disorders may be underestimated, because the diagnostic approach to the CNS is difficult and to dormant infections in general, but especially within the CNS. Evidence is increasing that infections increase the risk of psychiatric disorders, not only prenatal infections but also infections during the lifetime. The question how low level neuroinflammation may be involved in severe psychiatric disorders like affective and schizophrenic spectrum disorders is intriguing but remains to be studied. Experimental data clearly show that low-level neuroinflammation can be induced by viruses, but the definitions of inflammation and low level neuroinflammation appear to be blurred and apparently the previous classical definition of inflammation has to be widened. Virus infection itself or virus-related products or virus-induced autoimmunity may play a role in disease pathogenesis. More sensitive diagnostic approaches from neuroimaging and CSF investigations may hold the key to a better understanding and definition of CNS viral infections as an etiopathogenetic subgroup of severe psychiatric disorders.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Viral infections can trigger chronic inflammation and aberrant immune responses, causing long-lasting neuropsychiatric syndromes involving cognitive, affective, and behavioural symptoms over variable periods after infection.
“Current knowledge suggests that viral infections can trigger chronic inflammation and aberrant immune responses, causing long-lasting neuropsychiatric syndromes involving cognitive, affective, and behavioural symptoms, over highly variable periods after infection (from weeks to years following acute infection) (Bechter, 2013, Kepinska et al., 2020, Lam et al., 2009, Rogers et al., 2020).”
From Persistent psychopathology and neurocognitive impairment in COVID-19 survivors: effect of inflammatory biomarkers at three-month follow-up (2021) · cites this paper as Bechter, 2013
Cites
Origin and physiological roles of inflammation
Medzhitov, R. (2008) · Nature · doi:10.1038/nature07201 · Cited by 6,618 · see citing works
Points of control in inflammation
Nathan, C. (2002) · Nature · doi:10.1038/nature01320 · Cited by 2,738 · see citing works
Inflammation in neurodegenerative diseases
Amor, S., Puentes, F., Baker, D., & Van Der Valk, P. (2010) · Immunology · doi:10.1111/j.1365-2567.2009.03225.x · Cited by 1,355 · see citing works
MCGEER, P., & MCGEER, E. (1995) · Brain Research Reviews · doi:10.1016/0165-0173(95)00011-9 · Cited by 1,287 · see citing works
Three or more routes for leukocyte migration into the central nervous system
Ransohoff, R. M., Kivisäkk, P., & Kidd, G. (2003) · Nature Reviews Immunology · doi:10.1038/nri1130 · Cited by 1,052 · see citing works
Autoimmune T cell responses in the central nervous system
Goverman, J. M. (2009) · Nature reviews. Immunology · doi:10.1038/nri2550 · Cited by 1,025 · see citing works
Regulation of learning and memory by meningeal immunity: a key role for IL-4
Derecki, N. C., Cardani, A. N., Yang, C. H., Quinnies, K. M., Crihfield, A., Lynch, K. R., & Kipnis, J. (2010) · Journal of Experimental Medicine · doi:10.1084/jem.20091419 · Cited by 800 · see citing works
Platelets, inflammation and tissue regeneration
Nurden, A. T. (2011) · Thrombosis and Haemostasis · doi:10.1160/ths10-11-0720 · Cited by 793 · see citing works
The blood–brain and the blood–cerebrospinal fluid barriers: function and dysfunction
Engelhardt, B., & Sorokin, L. M. (2009) · Seminars in Immunopathology · doi:10.1007/s00281-009-0177-0 · Cited by 792 · see citing works
Cerebrospinal fluid analysis: disease-related data patterns and evaluation programs
Reiber, H., & Peter, J. B. (2001) · Journal of the Neurological Sciences · doi:10.1016/s0022-510x(00)00501-3 · Cited by 740 · see citing works
Effector T cell interactions with meningeal vascular structures in nascent autoimmune CNS lesions.
Bartholomäus, I., Kawakami, N., Odoardi, F., Schläger, C., Miljkovic, D., Ellwart, J. W., Klinkert, W. E. F., Flügel-Koch, C., Issekutz, T. B., Wekerle, H., et al. (2009) · Nature · doi:10.1038/nature08478 · Cited by 685 · see citing works
The environment and susceptibility to schizophrenia
Brown, A. S. (2011) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2010.09.003 · Cited by 664 · see citing works
Beyond Viruses: Clinical Profiles and Etiologies Associated with Encephalitis
Glaser, C. A., Honarmand, S., Anderson, L. J., Schnurr, D. P., Forghani, B., Cossen, C. K., Schuster, F. L., Christie, L. J., & Tureen, J. H. (2006) · Clinical Infectious Diseases · doi:10.1086/509330 · Cited by 649 · see citing works
Benros, M. E., Nielsen, P. R., Nordentoft, M., Eaton, W. W., Dalton, S. O., & Mortensen, P. B. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.11030516 · Cited by 582 · see citing works
Autoantibodies associated with diseases of the CNS: new developments and future challenges
Vincent, A. C., Bien, C. G., Irani, S. R., & Waters, P. J. (2011) · The Lancet Neurology · doi:10.1016/s1474-4422(11)70096-5 · Cited by 536 · see citing works
What is the blood–brain barrier (not)?
Bechmann, I., Galea, I., & Perry, V. H. (2007) · Trends in Immunology · doi:10.1016/j.it.2006.11.007 · Cited by 520 · see citing works
Endogenous non-retroviral RNA virus elements in mammalian genomes
Horie, M., Honda, T., Suzuki, Y., Kobayashi, Y. O., Daito, T., Oshida, T., Ikuta, K., Jern, P., Gojobori, T., Coffin, J. M., et al. (2010) · Nature · doi:10.1038/nature08695 · Cited by 490 · see citing works
Organic Psychiatry: The Psychological Consequences of Cerebral Disorder
Lishman, W. (1978) · Cited by 483 · see citing works
Choroid plexus: biology and pathology
Wolburg, H., & Paulus, W. (2009) · Acta Neuropathologica · doi:10.1007/s00401-009-0627-8 · Cited by 376 · see citing works
Viral Infections of the Nervous System.
(1983) · Annals of Internal Medicine · doi:10.7326/0003-4819-98-1-124_ · Cited by 294 · see citing works
Белый, В. А., Levine, A. J., & Skalka, A. M. (2010) · PLoS Pathogens · doi:10.1371/journal.ppat.1001030 · Cited by 292 · see citing works
Whatever turns you on: accessory-cell-dependent activation of NK cells by pathogens
Newman, K. C., & Riley, E. M. (2007) · Nature reviews. Immunology · doi:10.1038/nri2057 · Cited by 245 · see citing works
Bechter, K., Reiber, H., Herzog, S., Fuchs, D., Tumani, H., & Maxeiner, H. G. (2009) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2009.08.008 · Cited by 230 · see citing works
Self-citationAntibodies to infectious agents in individuals with recent onset schizophrenia
Leweke, F. M., Gerth, C. W., Koethe, D., Klosterk�tter, J., Ruslanova, I., Krivogorsky, B., Torrey, E. F., & Yolken, R. H. (2004) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-004-0481-6 · Cited by 228 · see citing works
Sustained hippocampal IL-1β overexpression impairs contextual and spatial memory in transgenic mice
Hein, A. M., Stasko, M. R., Matousek, S. B., Scott-McKean, J. J., Maier, S. F., Olschowka, J. A., Costa, A. C. S., & O’Banion, M. K. (2009) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2009.10.002 · Cited by 223 · see citing works
Identification of a biological signature for schizophrenia in serum
Schwarz, E., Guest, P. C., Rahmoune, H., Harris, L. W., Wang, L., Leweke, F. M., Rothermundt, M., Bogerts, B., Koethe, D., Kranaster, L., et al. (2011) · Molecular Psychiatry · doi:10.1038/mp.2011.42 · Cited by 223 · see citing works
Inflammation Induced by Infection Potentiates Tau Pathological Features in Transgenic Mice
Sy, M., Kitazawa, M., Medeiros, R., Whitman, L., Cheng, D., Lane, T. E., & LaFerla, F. M. (2011) · The American Journal of Pathology · doi:10.1016/j.ajpath.2011.02.012 · Cited by 210 · see citing works
Perron, H., Germi, R., Bernard, C., Montojo, M. G., Deluen, C., Farinelli, L., Faucard, R., Veas, F., Stefas, I., Fabriek, B. O., et al. (2012) · Multiple Sclerosis Journal · doi:10.1177/1352458512441381 · Cited by 209 · see citing works
Exit from dormancy in microbial organisms
Dworkin, J. E., & Shah, I. M. (2010) · Nature Reviews Microbiology · doi:10.1038/nrmicro2453 · Cited by 194 · see citing works
Lyme neuroborreliosis: infection, immunity, and inflammation
Pachner, A. R., & Steiner, I. (2007) · The Lancet Neurology · doi:10.1016/s1474-4422(07)70128-x · Cited by 178 · see citing works
Perron, H., & Lang, A. B. (2009) · Clinical Reviews in Allergy & Immunology · doi:10.1007/s12016-009-8170-x · Cited by 146 · see citing works
Herpes Simplex Virus Type 1 in Alzheimer's Disease: The Enemy Within
Itzhaki, R. F., & Wozniak, M. A. (2008) · Journal of Alzheimer s Disease · doi:10.3233/jad-2008-13405 · Cited by 143 · see citing works
Endogenous Retrovirus Type W GAG and Envelope Protein Antigenemia in Serum of Schizophrenic Patients
Perron, H., Mékaoui, L., Bernard, C., Veas, F., Stefas, I., & Leboyer, M. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.06.028 · Cited by 131 · see citing works
Schwartz, M., & Shechter, R. (2010) · Molecular Psychiatry · doi:10.1038/mp.2010.31 · Cited by 129 · see citing works
Lukiw, W. J., Dua, P., Pogue, A. I., Eicken, C., & Hill, J. M. (2011) · Journal of Toxicology and Environmental Health · doi:10.1080/15287394.2011.618973 · Cited by 116 · see citing works
Borna Disease Virus Infection in Animals and Humans
Richt, J. A., Pfeuffer, I., Christ, M., Frese, K. A., Bechter, K., & Herzog, S. (1997) · Emerging infectious diseases · doi:10.3201/eid0303.970311 · Cited by 113 · see citing works
Self-citationEvidence for neuroinflammation and neuroprotection in HCV infection-associated encephalopathy
Bokemeyer, M., Ding, X.-Q., Goldbecker, A., Raab, P., Heeren, M., Arvanitis, D., Tillmann, H. L., Lanfermann, H., & Weißenborn, K. (2010) · Gut · doi:10.1136/gut.2010.217976 · Cited by 110 · see citing works
Antibody-mediated encephalitis: a treatable cause of schizophrenia
Lennox, B., Coles, A. J., & Vincent, A. C. (2012) · The British Journal of Psychiatry · doi:10.1192/bjp.bp.111.095042 · Cited by 97 · see citing works
Neuropsychological alterations in hepatitis C infection: The role of inflammation
Senzolo, M. (2011) · World Journal of Gastroenterology · doi:10.3748/wjg.v17.i29.3369 · Cited by 89 · see citing works
Dürrwald, R., Kolodziejek, J., Herzog, S., & Nowotny, N. R. (2007) · Reviews in Medical Virology · doi:10.1002/rmv.530 · Cited by 82 · see citing works
Cherner, M., Cysique, L. A., Heaton, R. K., Marcotte, T. D., Ellis, R. J., Masliah, E., & Grant, I. (2007) · Journal of NeuroVirology · doi:10.1080/13550280601089175 · Cited by 72 · see citing works
High-avidity human serum antibodies recognizing linear epitopes of borna disease virus proteins
Billich, C., Sauder, C. J., Frank, R., Herzog, S., Bechter, K., Takahashi, K., Peters, H., Staeheli, P., & Schwemmle, M. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01387-2 · Cited by 71 · see citing works
Self-citationA conceptual revolution in the relationships between the brain and immunity
Schwartz, M., & Kipnis, J. (2010) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2010.12.015 · Cited by 71 · see citing works
Gorniak, R., Young, G., Wiese, D. E., Marty, F. M., & Schwartz, R. B. (2006) · PubMed Central · Cited by 67 · see citing works
Ransohoff, R. M. (2009) · Nature · doi:10.1038/462041a · Cited by 63 · see citing works
Couturier, J., Paccalin, M., Morel, M., Terro, F., Milin, S., Pontcharraud, R., Fauconneau, B., & Page, G. (2011) · Journal of Neuroinflammation · doi:10.1186/1742-2094-8-72 · Cited by 61 · see citing works
Richt, J. A., Alexander, R., Herzog, S., Hooper, D. C., Kean, R. B., Spitsin, S. V., Bechter, K., Schüttler, R., Feldmann, H., Heiske, A., et al. (1997) · Journal of NeuroVirology · doi:10.3109/13550289709015807 · Cited by 59 · see citing works
Self-citationCollins, M. A., Neafsey, E. J., Wang, K., Achille, N. J., Mitchell, R. M., & Sivaswamy, S. (2010) · Molecular Neurobiology · doi:10.1007/s12035-010-8138-0 · Cited by 58 · see citing works
Maxeiner, H. G., Rojewski, M., Schmitt, A., Tumani, H., Bechter, K., & Schmitt, M. W. (2008) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2008.08.003 · Cited by 57 · see citing works
Self-citationNeuroinflammation and brain infections: Historical context and current perspectives
Bentivoglio, M., Mariotti, R., & Bertini, G. (2010) · Brain Research Reviews · doi:10.1016/j.brainresrev.2010.09.008 · Cited by 53 · see citing works
Multiple Sclerosis - A Coordinated Immune Attack Across the Blood Brain Barrier
Hemmer, B., Cepok, S., Zhou, D., & Sommer, N. (2004) · Current Neurovascular Research · doi:10.2174/1567202043480152 · Cited by 45 · see citing works
Meier, U., Giovannoni, G., Tzartos, J. S., & Khan, G. (2011) · Clinical & Experimental Immunology · doi:10.1111/j.1365-2249.2011.04446.x · Cited by 43 · see citing works
Immunity and Acquired Alterations in Cognition and Emotion: Lessons from SLE
Diamond, B., Kowal, C., Huerta, P. T., Aranow, C. B., Mackay, M. C., DeGiorgio, L. A., Lee, J., Triantafyllopoulou, A., Cohen-Solal, J. F. G., & Volpe, B. T. (2006) · Advances in immunology · doi:10.1016/s0065-2776(05)89007-8 · Cited by 41 · see citing works
Feschotte, C. (2010) · Nature · doi:10.1038/463039a · Cited by 41 · see citing works
Pedemonte, E., Mancardi, G., Giunti, D., Corcione, A., Benvenuto, F., Pistoia, V., & Uccelli, A. (2006) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2005.11.007 · Cited by 36 · see citing works
Kuenzle, S., von Büdingen, H. ‐., Meier, M., Harrer, M. D., Urich, E., Becher, B., & Goebels, N. (2007) · Infection and Immunity · doi:10.1128/iai.00260-07 · Cited by 36 · see citing works
Investigations of cerebrospinal fluid in Borna disease virus seropositive psychiatric patients
Bechter, K., Herzog, S., Behr, W., & Schüttler, R. (1995) · European Psychiatry · doi:10.1016/0924-9338(96)80302-6 · Cited by 32 · see citing works
Self-citationRegional Cerebral Blood Flow and Metabolic Rate in Persistent Lyme Encephalopathy
Fallon, B. A., Lipkin, R. B., Corbera, K., Yu, S., Nobler, M. S., Keilp, J. G., Petkova, E., Lisanby, S. H., Moeller, J. R., Slavov, I., et al. (2009) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2009.29 · Cited by 31 · see citing works
Paralysis of CD4+CD25+ regulatory T cell response in chronic autoimmune encephalomyelitis
Matsumoto, Y., Sakuma, H., Kohyama, K., & Park, I.-K. (2007) · Journal of Neuroimmunology · doi:10.1016/j.jneuroim.2007.04.004 · Cited by 29 · see citing works
Herzog, S., Pfeuffer, I., Haberzettl, K., Feldmann, H., Frese, K. A., Rechter, K., & Richt, J. A. (1997) · Springer eBooks · doi:10.1007/978-3-7091-6534-8_17 · Cited by 28 · see citing works
Laboratory Diagnosis in Neurology
Wildemann, B., Oschmann, P., Reiber, H., Brettschneider, J., Ebinger, F., Gasser, T., Geiss, H. K., Otto, M., Rosenbohm, A., Schmutzhard, E., et al. (2011) · Cited by 24 · see citing works
Cerebrospinal fluid diagnostics in first-episode schizophrenia
Kranaster, L., Koethe, D., Hoyer, C., Meyer‐Lindenberg, A., & Leweke, F. M. (2011) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-011-0193-7 · Cited by 21 · see citing works
Bechter, K., Wittek, R., Seitz, K., & Antoniadis, G. (2010) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2010.03.009 · Cited by 20 · see citing works
Self-citationTherapieresistente Depression mit Fatigue
Bechter, K., Bindl, A., Horn, M., & Schreiner, V. (2006) · Der Nervenarzt · doi:10.1007/s00115-006-2178-8 · Cited by 16 · see citing works
Self-citationResearch strategies in 'slow' infections in psychiatry
Bechter, K., & Hodgkiss, A. (1995) · History of Psychiatry · doi:10.1177/0957154x9500602407 · Cited by 15 · see citing works
Self-citationMolecular anatomy of viral disease
Oldstone, M. B. A. (1987) · Neurology · doi:10.1212/wnl.37.3.453 · Cited by 12 · see citing works
Diagnosis of Infectious or Inflammatory Psychosyndromes
Bechter, K. (2012) · The Open Neurology Journal · doi:10.2174/1874205x01206010113 · Cited by 12 · see citing works
Self-citationCerebrospinal fluid analysis for diagnosis of noninflammatory, dementive and psychiatric diseases
Reiber, H., Otto, M., & Bechter, K. (2009) · Acta Neuropsychiatrica · doi:10.1017/s0924270800032749 · Cited by 9 · see citing works
Self-citationBechter, K., Bindl, A., Horn, M. B., et al. (2007) · Der Nervenarzt · Cited by 2 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Mazza, M. G., Palladini, M., De Lorenzo, R., Magnaghi, C., Poletti, S., Furlan, R., Ciceri, F., Rovere-Querini, P., & Benedetti, F. (2021) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2021.02.021 · Cited by 513 · see citing works
“Current knowledge suggests that viral infections can trigger chronic inflammation and aberrant immune responses, causing longlasting neuropsychiatric syndromes involving cognitive, affective, and behavioural symptoms, over highly variable periods after infection (from weeks to years following acute infection) (Bechter…”
InfluentialThye, A. Y.-K., Law, J. W., Tan, L. T., Pusparajah, P., Ser, H., Thurairajasingam, S., Letchumanan, V., & Lee, L. (2022) · Biology · doi:10.3390/biology11010061 · Cited by 115 · see citing works
Neurological Soft Signs in Schizophrenia: An Update on the State- versus Trait-Perspective
Bachmann, S., & Schröder, J. (2018) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2017.00272 · Cited by 60 · see citing works
Wongchitrat, P., Shukla, M., Sharma, R., Govitrapong, P., & Reiter, R. J. (2021) · Antioxidants · doi:10.3390/antiox10010047 · Cited by 35 · see citing works
Clemente, I., Sinatti, G., Cirella, A., Santini, S. J., & Balsano, C. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19127103 · Cited by 27 · see citing works
Agnati, L. F., Marcoli, M., Leo, G., Maura, G., & Guidolin, D. (2017) · International Journal of Molecular Medicine · doi:10.3892/ijmm.2017.2874 · Cited by 27 · see citing works
Agnati, L. F., Marcoli, M., Maura, G., Woods, A. S., & Guidolin, D. (2018) · Journal of Neural Transmission · doi:10.1007/s00702-018-1855-7 · Cited by 22 · see citing works
Xu, J., Zhou, L., Sun, L., Wang, Z., Wang, Y., Wang, Y., & He, X. (2020) · Journal of Natural Products · doi:10.1021/acs.jnatprod.0c00990 · Cited by 15 · see citing works
Oxytocin, the panacea for long-COVID? a review
Diep, P.-T., Chaudry, M., Dixon, A., Chaudry, F., & Kasabri, V. N. (2022) · Hormone Molecular Biology and Clinical Investigation · doi:10.1515/hmbci-2021-0034 · Cited by 10 · see citing works
Back to the Future: The Role of Infections in Psychopathology. Focus on OCD.
Vecchia, A. D., & Marazziti, D. (2022) · PubMed Central · doi:10.36131/cnfioritieditore20220407 · Cited by 10 · see citing works
Lorkiewicz, P., & Waszkiewicz, N. (2024) · Frontiers in Cellular and Infection Microbiology · doi:10.3389/fcimb.2024.1423739 · Cited by 9 · see citing works
Immuno-psychiatrie et pandémie de SARS-CoV-2 : liens et possibles conséquences
Daaboul, J., Tamouza, R., & Leboyer, M. (2020) · L Encéphale · doi:10.1016/j.encep.2020.07.002 · Cited by 7 · see citing works
Aytaç, H. M. (2022) · CNS & Neurological Disorders - Drug Targets · doi:10.2174/1871527321666220516110620 · Cited by 1 · see citing works
Philip, S., Shoib, S., Issac, T. G., & Javed, S. (2021) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2021.102936
Keshtgar, Z., Chalabianloo, G., & Esmaeili, N. (2021) · Basic and Clinical Neuroscience Journal · doi:10.32598/bcn.2022.3202.1
Nikishkova, I., Kutikov, D., Kutikov, O., & Kizurina, J. (2024) · Ukrains kyi Visnyk Psykhonevrolohii · doi:10.36927/2079-0325-v32-is2-2024-3
- Authors
- Bechter, K.
- Affiliations
- Universität Ulm (DE)
- Corresponding author
- Bechter, Karl
- ORCID
- Bechter, Karl
- Venue
- Modern trends in psychiatry
- Publisher
- S. Karger AG
- Published
- 2013
- Volume
- 28
- Pages
- 49-60
- ISSN
- 2504-0464 (ISSN-L)
- 2504-124X
- OpenAlex
- W1546366671
- Cited by
- 16
- References
- 69
- Citations by year
- 2024: 2 · 2022: 5 · 2021: 4 · 2020: 2 · 2018: 2 · 2017: 1
- FWCI
- 0.00
- Type
- book chapter
- Language
- en
- Open access
- closed
- Locations
- Modern trends in psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Health Sciences › Medicine › Infectious Diseases › Infectious Encephalopathies and Encephalitis
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Keywords
- neurotropic viruses, neuroinflammation, mental illness, CNS viral infection, prenatal infection, mood disorders, schizophrenia, autoimmunity, neuroimaging, cerebrospinal fluid, etiopathogenesis
- MeSH terms
- Animals, Mental Disorders, Humans, Inflammation, Virus Diseases
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