Suicide Exposure in the Population: Perceptions of Impact and Closeness
Abstract
Recent studies of people exposed to suicide point to a continuum of effects moderated by a perception of closeness to the deceased. We investigated the importance of perception of impact of the death on mental health outcomes of those exposed to suicide. Female sex, younger age, and multiple exposures to suicide were associated with greater risk for poorer outcomes. Suicide exposed with high impact was more likely to have depression, anxiety, posttraumatic stress disorder, prolonged grief, and suicide ideation. Findings can help focus postvention resources for suicide-exposed individuals.
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?
Perceptions of closeness to the deceased predict the likelihood of developing mental health problems after the loss.
“Whilst not all those who experience a close contact’s suicide will perceive negative health effects, evidence points towards a continuum of effects, in which perceptions of closeness to the deceased predict the likelihood of developing mental health problems after the loss [16,17].”
From Support Needs and Experiences of People Bereaved by Suicide: Qualitative Findings from a Cross-Sectional British Study of Bereaved Young Adults (2018) · cites this paper as [16]
Cites
Spitzer, R. L. (1999) · JAMA · doi:10.1001/jama.282.18.1737 · Cited by 9,802 · see citing works
Prolonged grief disorder: psychometric validation of criteria proposed for DSM-V and ICD-11
Prigerson, H. G., Horowitz, M. J., Jacobs, S. C., Parkes, C. M., Aslan, M., Goodkin, K., Raphael, B., Marwit, S. J., Wortman, C., Neimeyer, R. A., et al. (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000121 · Cited by 1,863 · see citing works
Validity of the brief patient health questionnaire mood scale (PHQ-9) in the general population
Martin, A., Rief, W., Klaiberg, A., & Braehler, E. (2006) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2005.07.003 · Cited by 1,379 · see citing works
Short Screening Scale for DSM-IV Posttraumatic Stress Disorder
Breslau, N., Peterson, E. L., Kessler, R. C., & Schultz, L. R. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.6.908 · Cited by 518 · see citing works
Effects of suicide bereavement on mental health and suicide risk
Pitman, A., Osborn, D., King, M., & Erlangsen, A. (2014) · The Lancet Psychiatry · doi:10.1016/s2215-0366(14)70224-x · Cited by 492 · see citing works
The Continuum of “Survivorship”: Definitional Issues in the Aftermath of Suicide
Cerel, J., McIntosh, J. L., Neimeyer, R. A., Maple, M. J., & Marshall, D. (2014) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12093 · Cited by 198 · see citing works
Exposure to Suicide in the Community: Prevalence and Correlates in One U.S. State
Cerel, J., Maple, M. J., van de Venne, J., Moore, M. M., Flaherty, C., & Brown, M. M. (2016) · Public Health Reports · doi:10.1177/003335491613100116 · Cited by 192 · see citing works
Can postvention be prevention?
Andriessen, K. (2009) · Crisis · doi:10.1027/0227-5910.30.1.43 · Cited by 155 · see citing works
Maple, M., Cerel, J., Sanford, R., Pearce, T., & Jordan, J. (2017) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12308 · Cited by 151 · see citing works
Exposure to Suicide and Identification as Survivor
Cerel, J., Maple, M. J., Aldrich, R. S., & van de Venne, J. (2013) · Crisis · doi:10.1027/0227-5910/a000220 · Cited by 90 · see citing works
Veteran exposure to suicide: Prevalence and correlates
Cerel, J., van de Venne, J., Moore, M. M., Maple, M. J., Flaherty, C., & Brown, M. M. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.03.017 · Cited by 60 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Favril, L., Laenen, F. V., Vandeviver, C., & Audenaert, K. (2017) · International Journal of Law and Psychiatry · doi:10.1016/j.ijlp.2017.10.005 · Cited by 84 · see citing works
The impact on mental health practitioners of the death of a patient by suicide: A systematic review
Sandford, D. M., Kirtley, O. J., Thwaites, R., & O’Connor, R. C. (2020) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.2515 · Cited by 76 · see citing works
Pitman, A., De Souza, T., Khrisna Putri, A., Stevenson, F., King, M., Osborn, D., & Morant, N. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15040666 · Cited by 58 · see citing works
“Whilst not all those who experience a close contact’s suicide will perceive negative health effects, evidence points towards a continuum of effects, in which perceptions of closeness to the deceased predict the likelihood of developing mental health problems after the loss [16,17].”
BackgroundKõlves, K., Zhao, Q., Ross, V., Hawgood, J., Spence, S. H., & de Leo, D. (2020) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867419882490 · Cited by 50 · see citing works
Gould, M. S., Lake, A. M., Kleinman, M., Galfalvy, H., Chowdhury, S. J., & Madnick, A. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15030455 · Cited by 49 · see citing works
Online assessment of suicide stigma, literacy and effect in Australia’s rural farming community
Kennedy, A. J., Brumby, S. A., Versace, V. L., & Brumby-Rendell, T. (2018) · BMC Public Health · doi:10.1186/s12889-018-5750-9 · Cited by 42 · see citing works
Distinguishing prisoners who think about suicide from those who attempt suicide
Favril, L., & O’Connor, R. C. (2019) · Psychological Medicine · doi:10.1017/s0033291719003118 · Cited by 38 · see citing works
Suicide, Stigma, and Utilizing Social Media Platforms to Gauge Public Perceptions
Nathan, N. A., & Nathan, K. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00947 · Cited by 37 · see citing works
Pitman, A., Putri, A. K., Souza, T. D., Stevenson, F. A., King, M., Osborn, D., & Morant, N. J. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15040643 · Cited by 35 · see citing works
Exploring the mental health correlates of overdose loss
Bottomley, J. S., Feigelman, W. T., & Rheingold, A. A. (2021) · Stress and Health · doi:10.1002/smi.3092 · Cited by 31 · see citing works
Exposure to suicide in Australia: A representative random digit dial study
Maple, M. J., Sanford, R., Pirkis, J., Reavley, N. J., & Nicholas, A. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.08.050 · Cited by 30 · see citing works
Causer, H., Spiers, J., Efstathiou, N., Aston, S., Chew-Graham, C. A., Göpfert, A., Grayling, K., Maben, J., van Hove, M., & Riley, R. A. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191811565 · Cited by 27 · see citing works
Suicide exposure and impact within a non-representative Australian community sample
Maple, M. J., & Sanford, R. (2019) · Death Studies · doi:10.1080/07481187.2018.1554609 · Cited by 22 · see citing works
Bottomley, J. S., Campbell, K. W., & Neimeyer, R. A. (2021) · Journal of Clinical Psychology · doi:10.1002/jclp.23261 · Cited by 23 · see citing works
Suicide exposure in transgender and gender diverse adults
Cerel, J., Tucker, R. R., Aboussouan, A. B., & Snow, A. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.09.045 · Cited by 19 · see citing works
Causer, H., Bradley, E., Muse, K., & Smith, J. (2021) · PLoS ONE · doi:10.1371/journal.pone.0251369 · Cited by 19 · see citing works
Levi‐Belz, Y., & Feigelman, W. T. (2021) · Crisis · doi:10.1027/0227-5910/a000784 · Cited by 19 · see citing works
Impacts of suicide bereavement on men: a systematic review
Logan, N., Krysinska, K. E., & Andriessen, K. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1372974 · Cited by 21 · see citing works
Hom, M. A., Stanley, I. H., Spencer‐Thomas, S., & Joiner, T. E. (2018) · Journal of Clinical Psychology · doi:10.1002/jclp.22674 · Cited by 18 · see citing works
Causer, H., Muse, K., Smith, J., & Bradley, E. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16183293 · Cited by 18 · see citing works
Stoliker, B. E., & Abderhalden, F. P. (2021) · Archives of Suicide Research · doi:10.1080/13811118.2021.1982095 · Cited by 16 · see citing works
Pak, K., Ferreira, K. E., & Ghahramanlou‐Holloway, M. (2018) · Archives of Suicide Research · doi:10.1080/13811118.2018.1428704 · Cited by 16 · see citing works
Peterson, A. L., Bozzay, M. L., Bender, A. M., Monahan, M. F., & Chen, J. I. (2020) · Death Studies · doi:10.1080/07481187.2020.1802628 · Cited by 17 · see citing works
Bhullar, N., Sanford, R., & Maple, M. J. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.692363 · Cited by 15 · see citing works
It’s Not Who You Know, It’s How You Think You Know Them: Suicide Exposure and Suicide Bereavement
Cerel, J., & Sanford, R. (2018) · The Psychoanalytic Study of the Child · doi:10.1080/00797308.2017.1415066 · Cited by 15 · see citing works
The impact of relationship type and closeness on mental health following suicide loss
Brown, H. L., Selbe, S. M., Flesaker, M., Rosellini, A. J., Maple, M. J., Gradus, J. L., & Cerel, J. (2024) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.13063 · Cited by 14 · see citing works
Feigelman, W. T., Cerel, J., Sheehan, L. L., & Oexle, N. (2021) · OMEGA - Journal of Death and Dying · doi:10.1177/00302228211024812 · Cited by 14 · see citing works
Physician Suicide—A Personal and Community Tragedy
Gold, K. J., & Schwenk, T. L. (2020) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2020.0009 · Cited by 13 · see citing works
Hebert, L. E., Fruhbauerova, M., Evanson, A., Bogić, M., Petras, A., Shaw, J. L., Muller, C. J., Nelson, L. A., & Comtois, K. A. (2022) · Contemporary Clinical Trials · doi:10.1016/j.cct.2022.106966 · Cited by 10 · see citing works
Suicide knowledge and intention to intervene: college students
Aldrich, R. S., Cerel, J., & Drapeau, C. W. (2021) · Journal of American College Health · doi:10.1080/07448481.2021.1885413 · Cited by 11 · see citing works
Suicide exposure experience screener for use in therapeutic settings: A validation report
Maple, M. J., Cerel, J., Sanford, R., Shand, F., Batterham, P. J., & Bhullar, N. (2022) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12894 · Cited by 11 · see citing works
Zeng, D., & Wu, X. (2020) · Health & Place · doi:10.1016/j.healthplace.2020.102472 · Cited by 10 · see citing works
Chen, Y., & Laitila, A. A. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20043013 · Cited by 9 · see citing works
Rodway, C., Ibrahim, S. A., Tham, S.-G., Turnbull, P., Kapur, N., & Appleby, L. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.12.063 · Cited by 8 · see citing works
Creegan, M., O’Connell, M., Griffin, E., & O’Connell, S. (2024) · Death Studies · doi:10.1080/07481187.2024.2376823 · Cited by 8 · see citing works
Colburn, D., Mitchell, K. J., Gewirtz‐Meydan, A., David Finkelhor, B., Turner, H. A., & O’Brien, J. E. (2025) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2025.107584 · Cited by 9 · see citing works
Moore, M. M., Palmer, J. K., Cerel, J., & Ruocco, K. A. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.996041 · Cited by 8 · see citing works
Daruwala, S. E., Butterworth, S. E., & Anestis, M. D. (2018) · Psychiatry Research · doi:10.1016/j.psychres.2018.08.050 · Cited by 7 · see citing works
Depressed adolescents’ exposure to suicide attempts and suicide loss
Athey, A. J., Overholser, J. C., & Beale, E. E. (2021) · Death Studies · doi:10.1080/07481187.2020.1864063 · Cited by 7 · see citing works
Witry, M. J., & Clayden, A. (2020) · Mental Health Clinician · doi:10.9740/mhc.2020.07.244 · Cited by 6 · see citing works
When Emergency Patients Die by Suicide: The Experience of Prehospital Health Professionals
Rothes, I., Nogueira, I., Coutinho, A. P. D. O., & Henriques, M. I. R. S. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.02036 · Cited by 6 · see citing works
Soberay, K. A., Cerel, J., Brown, M. M., & Maple, M. J. (2021) · Archives of Suicide Research · doi:10.1080/13811118.2020.1868365 · Cited by 6 · see citing works
Mitchell, K. J., Banyard, V. L., & Ybarra, M. L. (2023) · Journal of Interpersonal Violence · doi:10.1177/08862605231163238 · Cited by 6 · see citing works
Wright, B., Evanson, A., Casey, C., Law, K. C., Rogers, A. H., & Comtois, K. A. (2025) · JMIR Research Protocols · doi:10.2196/72140 · Cited by 5 · see citing works
Perception and experiences of suicide among university students in Egypt
Kabbash, I., Salama, B. M. M., Mohammad, M. A., Galal, H., Yousef, N., & Elghazally, N. M. (2023) · Middle East Current Psychiatry · doi:10.1186/s43045-023-00358-6 · Cited by 5 · see citing works
Li, S., Junus, A., & YIP, P. S. F. (2024) · SSM - Mental Health · doi:10.1016/j.ssmmh.2024.100357 · Cited by 4 · see citing works
Pelatihan Rise and Shine sebagai metode psikoedukasi: Bisakah menurunkan stigma bunuh diri?
Febriawan, I. M. (2020) · Jurnal Psikologi Sosial · doi:10.7454/jps.2020.27 · Cited by 3 · see citing works
Investigating the effects of suicide exposure among a clinical sample of active duty service members
Schmied, E. A., Jun, H., Glassman, L. H., Pippard, N. S., & Walter, K. H. (2023) · Journal of Traumatic Stress · doi:10.1002/jts.22909 · Cited by 4 · see citing works
Religious Commitment and Intent to Die by Suicide during the Pandemic
Mason, K. E., Moore, M. M., Palmer, J. K., & Yang, Z. (2023) · Religions · doi:10.3390/rel14101226 · Cited by 4 · see citing works
Skehan, J., Tynan, R. J., Thienel, R., Pirkis, J., Maple, M. J., & Kelly, B. J. (2025) · Media International Australia · doi:10.1177/1329878x241309369 · Cited by 3 · see citing works
Sayer, N. A., Nelson, D. B., Gradus, J. L., Sripada, R. K., Murdoch, M., Teo, A. R., Orazem, R. J., & Cerel, J. (2023) · JMIR Research Protocols · doi:10.2196/51324 · Cited by 3 · see citing works
Jamieson, S. K., Cerel, J., & Maple, M. J. (2022) · SSM - Qualitative Research in Health · doi:10.1016/j.ssmqr.2022.100160 · Cited by 3 · see citing works
Causer, H., Spiers, J., Chew-Graham, C. A., Efstathiou, N., Göpfert, A., Grayling, K., Maben, J., van Hove, M., & Riley, R. A. (2024) · Death Studies · doi:10.1080/07481187.2024.2337202 · Cited by 3 · see citing works
Dauhoo, F., Gratton, J., Fuller, J., & Nolte, L. (2022) · Illness Crisis & Loss · doi:10.1177/10541373221113005 · Cited by 2 · see citing works
Albury, E. A., Gerner, J. L., Jobes, D. A., & Tucker, R. P. (2024) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.13147 · Cited by 2 · see citing works
Understanding the Impact of Exposure to Different Types of Suicidal Thoughts and Behaviors
Mitchell, K. J., Banyard, V. L., Cerel, J., & Colburn, D. (2025) · AJPM Focus · doi:10.1016/j.focus.2025.100432 · Cited by 3 · see citing works
Anet, Á. A., Jones, P., Quayle, K., Simplicio, M. D., Kamboj, S. K., & Pitman, A. (2026) · Current Research in Behavioral Sciences · doi:10.1016/j.crbeha.2026.100211 · Cited by 2 · see citing works
How age-of-death and mode-of-death impact perceptions of the deceased
Bolt, E., Dwyer, S. C., Buckle, J. L., & Zendel, B. R. (2018) · Death Studies · doi:10.1080/07481187.2018.1488774 · Cited by 2 · see citing works
Xu, X., Jiang, J., Bai, H., & Tian, T. (2021) · Computational and Mathematical Methods in Medicine · doi:10.1155/2021/7850281 · Cited by 2 · see citing works
A Longitudinal Study of the Impact of a Suicide Bereavement Service on People Bereaved by Suicide
Visser, V., & Tretheway, R. (2023) · OMEGA - Journal of Death and Dying · doi:10.1177/00302228231188751 · Cited by 2 · see citing works
Distress, Grief, and Functionality following Military Unit Suicide Exposure
Pak, K., Lee‐Tauler, S. Y., Ferreira, K. E., Perera, K. U., & Ghahramanlou‐Holloway, M. (2020) · Military Behavioral Health · doi:10.1080/21635781.2020.1803162 · Cited by 2 · see citing works
The relationship between bereavement-related guilt and suicide ideation in Turkish bereaved adults
Keser, E., Çakmakçı, E., Gökmen, F., Şahin, N. E., Akyalçın, R., & Zeybek, S. G. (2025) · Death Studies · doi:10.1080/07481187.2024.2390891 · Cited by 1 · see citing works
Jamieson, S. K., Cerel, J., & Maple, M. J. (2024) · Death Studies · doi:10.1080/07481187.2023.2261408 · Cited by 5 · see citing works
Bottomley, J. S., Feigelman, W. T., Cerel, J., Edwards, A. C., Gutin, N. J., McIntosh, J. L., & Gorman, B. S. (2025) · Death Studies · doi:10.1080/07481187.2025.2516577 · Cited by 2 · see citing works
McGleenan, K., Gordon, I., Smith, H., Barker, J., Lilley, R., Scott, T., Mart, P., Walker, V., Clibbens, N., Taylor, J. C., et al. (2025) · Health Expectations · doi:10.1111/hex.70423 · Cited by 1 · see citing works
Riley, R. A., Spiers, J., Causer, H., Maben, J., Chew-Graham, C. A., Efstathiou, N., Göpfert, A., Grayling, K., & van Hove, M. (2025) · Health and Social Care Delivery Research · doi:10.3310/gfta1212 · Cited by 1 · see citing works
Engagement in meaningful activities post suicide loss: A scoping review
Gill, M., Wu, M., Pierre, S., Joachim, L., Premnazeer, M., Scali, O. L., Rizvi, S. J., Renwick, R. M., Polatajko, H. J., & Cameron, J. I. (2025) · PLoS ONE · doi:10.1371/journal.pone.0336640 · Cited by 1 · see citing works
Slimovitch, R., Flesaker, M., Rosellini, A. J., & Gradus, J. L. (2026) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000462 · Cited by 1 · see citing works
Peer Survivors of Suicide Loss: A Phenomenological Study
Labestre, M. G. L., & Gayoles, L. A. M. (2021) · Technium Social Sciences Journal · doi:10.47577/tssj.v17i1.2702 · Cited by 1 · see citing works
Circumstantial Factors Among Kentucky Nurse Suicide Decedents, 2005 to 2019
Norrod, P. E., Marfell, J. A., Walmsley, L. A., & Brown, S. (2024) · Workplace Health & Safety · doi:10.1177/21650799241289139 · Cited by 1 · see citing works
Psychological Distress Among Suicide Exposed and Subsequently Bereaved Carers
Maple, M. J., Bhullar, N., Reid, M., & Wayland, S. (2025) · International Journal of Mental Health Nursing · doi:10.1111/inm.70113
Picking Up the Pieces: Coping with a Friend's Suicide
Labestre, M. G. L., & Gayoles, L. A. M. (2020) · Philippine Social Science Journal · doi:10.52006/main.v3i2.239
Evaluation of a suicide loss support training program for organ procurement personnel
Tucker, R. P., Drapeau, C. W., Schwab, N., & Campbell, F. R. (2021) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12706
Hanaei, N., Nejad, S. B., & Hashemi, S. E. (2024) · Journal of Woman Cultural Psychology روان شناسی فرهنگی زن · doi:10.61186/iau.1127505
Broos, Y. A., van den Broek, T., & Nieboer, A. P. (2025) · SSM - Mental Health · doi:10.1016/j.ssmmh.2025.100495
Bottomley, J. S., Moreland, A. D., Rheingold, A. A., Davies, F., Rancher, C. E., & Kilpatrick, D. G. (2025) · Death Studies · doi:10.1080/07481187.2025.2591435
Postvention Following Bereavement by Suicide
Pitman, A., & Hawton, K. (2025) · Cambridge University Press eBooks · doi:10.1017/9781108963763.017
Chen, Y., & Laitila, A. A. (2026) · Death Studies · doi:10.1080/07481187.2026.2668352
School-Based Support for Secondary School Students Bereaved by Suicide: A Scoping Review Protocol
Creegan, M., Stokes, D., & Mcevoy, D. (2026) · HRB Open Research · doi:10.12688/hrbopenres.14453.1
- Authors
- Cerel, J., Maple, M., van de Venne, J., Brown, M., Moore, M., & Flaherty, C.
- Affiliations
- University of Kentucky (US)
- University of New England (AU)
- College of Social Work University of Kentucky Lexington KY USA
- KentuckyOne Health (US)
- Eastern Kentucky University (US)
- Corresponding author
- Cerel, Julie
- Venue
- Suicide and Life-Threatening Behavior
- Publisher
- Wiley
- Published
- 2017-02-02
- Volume
- 47
- Issue
- 6
- Pages
- 696-708
- ISSN
- 0363-0234 (ISSN-L)
- 1943-278X
- OpenAlex
- W2583801644
- Cited by
- 80
- References
- 11
- Citations by year
- 2026: 4 · 2025: 12 · 2024: 10 · 2023: 8 · 2022: 6 · 2021: 14 · 2020: 11 · 2019: 5 · 2018: 9 · 2017: 1
- FWCI
- 8.82
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Suicide and Life-Threatening Behavior (publishedVersion)
- PubMed (publishedVersion)
- EPubDev Repository (submittedVersion)
- RUNE (Research UNE) (submittedVersion)
- Funders
- Military Suicide Research Consortium (MSRC)
- Office of the Assistant Secretary of Defense for Health Affairs (W81XWH-10-2-0178, W81XWH-10-2-0181)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Suicide and Self-Harm Studies
- Social Sciences › Psychology › Clinical Psychology › Grief, Bereavement, and Mental Health
- Social Sciences › Anthropology › Death, Funerary Practices, and Mourning
- Keywords
- suicide exposure, suicide bereavement, postvention, depression, anxiety, post-traumatic stress disorder, prolonged grief disorder, suicidal ideation, sex differences, age differences
- MeSH terms
- Suicide Prevention, Adult, Aged, Aged, 80 and over, Female, Grief, Health Status, Humans, Male, Middle Aged, Surveys and Questionnaires, Survivors, Young Adult
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