Cited by 30Grief, Bereavement, and Mental HealthSuicide and Self-Harm StudiesDeath, Funerary Practices, and Mourning

Experiences of suicide bereavement: A qualitative study exploring the role of the GP

Open access
Fhailí, Mairéad Nic an, Flynn, Nicola, Dowling, Stephanie·2016·British Journal of General Practice

Abstract

BACKGROUND: Suicide is a major public health issue. GPs are often on the front line in responding to a suicide. They are called on to support individuals and families in the aftermath of suicide yet there is a dearth of research, particularly from patients' perspectives, on how to provide optimal care for those grieving a suicide in the primary care setting. AIM: To improve GP management of suicide bereavement by exploring the lived experiences of affected individuals, focusing on the GP's involvement in the grief process. DESIGN AND SETTING: A qualitative approach was adopted using focus group interviews with individuals from suicide bereavement support groups at three locations across Ireland. METHOD: Support groups were contacted by letter. Fifteen interested participants formed three focus groups. Interviews were audiorecorded and transcripts were analysed thematically using the framework method. RESULTS: Three major themes dominated: the need for acknowledgement - of the loss and of the lived life of the deceased; the role of stigma in the aftermath of the loss; and the need for proactive provision of direction and support during the grief journey. The GP was identified as ideally positioned in the community to cater for the needs of the bereaved. CONCLUSION: Suicide can result in prolonged, complex grief generating specific patient needs. Stigma may function as a barrier to help seeking. The GP should consider initiating contact with the bereaved. Recommendations have been made to support GPs in their care of the suicide bereaved.

AI snapshot

Written from the paper’s full text.

TL;DR

This qualitative focus-group study explored suicide-bereaved individuals’ experiences of GP care in Ireland and identified three major themes: need for acknowledgement, stigma as a barrier to help seeking, and need for proactive GP direction and support. Participants viewed GPs as ideally positioned to provide postvention, recommending proactive contact, active listening, appropriate prescribing, and signposting to support services.

Key findings

  • Three focus groups were conducted with 15 participants, five per group, in Donegal, Dublin, and Waterford; all were relatives of individuals lost to suicide, with suicides occurring between 1980 and 2011.
  • Three major themes dominated: acknowledgement of the loss and of the deceased’s lived life; stigma in the aftermath of loss, especially in rural contexts, contributing to social withdrawal, self-isolation, shame, and barriers to attending the GP; and the need for the GP to provide direction and support.
  • Participants wanted the GP to initiate contact rather than leave responsibility with the bereaved, valued being listened to without solutions, feared medication or “medicalising” grief, and wanted continuity of care and signposting to local voluntary and professional services.
  • Recommendations included using “died by suicide” instead of “committed suicide,” acknowledging the loss and naming the deceased, tagging notes and noting anniversaries/birthdays, allowing quiet appointments or house calls, assessing mental health, and being proactive.

Methods

  • Qualitative study using semi-structured focus group interviews with adults bereaved by suicide, recruited through Console and Living Links bereavement support groups; individuals bereaved within the past year and children aged <18 years were excluded.
  • Three focus groups were held in Donegal, Dublin, and Waterford; 15 interested participants formed the groups, each with five participants, and sessions were audio-recorded and transcribed.
  • Thematic analysis used the framework method: researchers independently read transcripts, developed a thematic framework, charted data under theme headings, and compared themes within and between focus groups.

Limitations

  • Stated: the study is small; all participants were people who sought help through bereavement groups, so the experiences of those who never come to formal supports were not captured; participants were not categorised by demographic data; females outnumbered males, and further work is needed on male survivors of suicide.
  • Stated: groups were deliberately composed of participants known to one another to facilitate discussion on sensitive topics, and in the Donegal group two participants had experiences of the same suicides; the authors note that thematic concordance across groups suggests similar themes could emerge from a larger study.
  • Evident: self-selection through bereavement support groups and retrospective accounts spanning suicides from 1980 to 2011 may limit generalisability; the focus-group format may also encourage conformity, although the authors report strong agreement within groups and consistency between groups.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3399/bjgp16x683413

Cites

Statistics

Nothing to recompute.

Claims the paper makes

0 of 27 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    Across all interviews, participants consistently and emphatically expressed a need to acknowledge the suicide.

    “The need to acknowledge the suicide was consistent and emphatically addressed across all interviews.”
    Quote in the paperSubstantial claim
  • Findingown data

    Two participants in separate groups said that GP use of the term 'committed suicide' increased stigma because they associated 'committed' with crime.

    “Two participants in separate focus groups commented that the sense of stigma was amplified by the GP's use of the term 'committed suicide' as they associated the word 'committed' with a crime.”
    Quote in the paperSubstantial claim
  • Findingown data

    Most participants perceived stigma surrounding suicide.

    “Stigma surrounding suicide was perceived by most participants.”
    Quote in the paperNot a substantial claim
  • Findingown data

    Participants felt relief and validation when GPs, friends, or colleagues acknowledged their loss.

    “Participants shared their relief and sense of validation when they received acknowledgement from GPs, friends, and colleagues alike.”
    Quote in the paperSubstantial claim
  • Findingown data

    Participants highlighted that acknowledgement needed to continue throughout life.

    “The need for continual acknowledgement throughout life was highlighted.”
    Quote in the paperSubstantial claim
  • May combine two claims. 27
  • Classified as probably not a substantial claim. 16
  • May combine two claims.

    Findingown data

    Donegal and Waterford participants mostly represented smaller rural communities, while Dublin participants were all from urban communities.

    “It emerged during the discussions that participants in these groups predominantly represented experiences within smaller rural communities.Participants in Dublin were all from urban communities.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Stigma was a barrier to seeking help, and shame created practical barriers to attending the GP.

    “Stigma posed a barrier to help seeking and participants reported that feelings of shame created practical barriers to attending the GP.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Findingown data

    Participants felt that GPs, because of their community role, are well placed to care for the bereaved and direct them to local support.

    “There was a strong sense that GPs, due to their pivotal role within the community, are well placed to care for the bereaved and to point them towards additional sources of support in the locality.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    GP acknowledgement of a suicide was seen as an opportunity to explore the consequences of loss and to meet the need to be listened to.

    “The physician's acknowledgement of a suicide was identified as an opportunity to explore the consequences of loss and to fulfil the need to be listened to.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Participants saw the GP as suitable for a signposting role and saw great potential for a proactive GP approach after a suicide loss.

    “Participants recognised the suitability of the GP to fulfil this signposting role and identified the huge potential for a proactive approach from the GP following loss by suicide.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Only one of the four male participants sought professional help, whereas all female participants engaged with professional help.

    “it was noted that only one of the four males in the study sought professional assistance to cope with his loss whereas all females in the study engaged with professional help.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Although participants valued bereavement groups and other non-medical resources, they wanted to keep the GP as a continuing source of support.

    “Although all participants reflected on the positive role their bereavement group and other non-medical resources played in their grief journeys, they emphasised their desire to retain the GP as a continuing source of support in their healing process.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation

    Stigma was identified as a defining element of the bereavement process, echoing previous literature.

    “The experience of stigma was identified as a defining element of the bereavement process, echoing previous reports of suicide bereavement in the literature.3,12,13”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [3] Young, 2012, Suicide bereavement and complicated grief, Dialogues Clin Neurosci source

      Not checked in the free run.

    • cites [12] Barney, 2006, Stigma about depression and its impact on help-seeking intentions, Aust N Z J Psychiatry source

      Not checked in the free run.

    • cites [13] source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Findingown data

    Groups agreed that a house call or a quiet appointment could be appropriate to reduce distress.

    “There was agreement across the groups that, in these cases, a house-call or an arrangement to attend the surgery at a quiet time, such as the first appointment of the day, may be appropriate to alleviate distress.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The analysis yielded three main themes: acknowledgement, stigma, and the need for proactive direction and support from the GP.

    “Three major themes dominated: the need for acknowledgement -of the loss and of the lived life of the deceased; the role of stigma in the aftermath of the loss; and the need for proactive provision of direction and support during the grief journey.”
    • Also stated in: § RESULTS · plain
      “The major themes identified in the interviews are set out in Box 1.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Stigma was discussed extensively in every focus group.

    “This was discussed extensively across all focus groups.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    All groups insisted that GPs were too eager to prescribe medication.

    “There was an insistence in all groups that GPs were thought to be too eager to medicate.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Participants wanted to talk and feared receiving a prescription instead.

    “They wanted to talk and were fearful of receiving a prescription instead.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Participants felt self-conscious about sitting in a GP waiting room, and many did not attend for that reason.

    “They reported feeling self-conscious at the idea of sitting in a doctor's waiting room and many opted not to attend for that reason.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The study identified specific care needs among suicide survivors and helped define the GP's role in suicide bereavement through focus groups.

    “This study identified specific care needs in survivors of suicide and helped to define the role of the GP in suicide bereavement through use of the focus group technique.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: There is a lack of research on the GP's role in caring for people bereaved by suicide.
    • Rests on an assumption: There is a lack of research, especially from patients' perspectives, on optimal primary care for people grieving a suicide.
  • May combine two claims.

    Findingown data

    Perceived community prejudice contributed to social withdrawal, self-isolation, and difficulty accessing care.

    “This contributed to social withdrawal, self-isolation, and inability to access care.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Strong agreement within groups and consistency between groups on major themes indicated that fundamental care needs are shared among suicide survivors.

    “There was strong agreement within groups and consistency between groups on major themes, indicating that the fundamental care needs of survivors of suicide are shared.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Many participants attended their GP for physical health or administrative reasons after their loss and saw this as an opportunity for holistic support and direction.

    “Many participants reported attending their GP for a review of their physical health or for administrative purposes such as the provision of sick certificates after their loss, and they felt this interaction provided the GP with an opportunity to introduce holistic support and direction.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Participants reported anger, guilt, shame, remorse, and persistent uncertainty about why their loved one died by suicide.

    “Participants reported feelings of anger, guilt, shame, remorse, and a pervasive sense of uncertainty about why their loved one died by suicide.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    Females outnumbered males in the study, consistent with a general overrepresentation of females in the suicide bereavement literature.

    “In keeping with a general overrepresentation of females in the literature on suicide bereavement, 19 females outnumbered males in this study”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [19] Maple, 2014, Uncovering and identifying the missing voices in suicide bereavement, Suicidol Online

      Not checked in the free run.

  • May combine two claims.

    Study design and conductreasoning

    The geographic spread of the focus groups allowed exploration of varied experiences and both urban and rural perspectives.

    “The geographical spread of the focus groups facilitated exploration of an array of experiences relating to different suicide cases and allowed the authors to capture experiences of bereavement from both urban and rural perspectives.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductcitation

    Groups were deliberately made up of people who knew one another because naturally occurring groups are accepted as best for discussing sensitive topics.

    “The groups were deliberately designed to contain participants who were known to one another because it is accepted that the formation of naturally occurring groups is generally best to facilitate discussion on sensitive topics.17,18”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [17] Bryman A (2012) Social research methods (Oxford University Press, New York, NY), 4th edn.

      Not checked in the free run.

    • cites [18] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    At least six people are deeply affected by each suicide.

    “It has been suggested that a minimum of six individuals are deeply affected by every suicide.1,2”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [1] Shneidman ES (1969) On the nature of suicide (Jossey-Bass, San Francisco, CA).

      Not checked in the free run.

    • cites [2] Knieper, 1999, The suicide survivor’s grief and recovery, Suicide Life Threat Behav source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Premisecitation

    Suicide postvention is a form of prevention for the future.

    “suicide postvention is a form of prevention for the future.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [15] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The study did not categorise participants by demographic data.

    “The study did not categorise participants according to demographic data and further studies are required to allow for focus on particular patient subgroups.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationown data

    The findings point to a need for better integration of voluntary and professional services and for a professional to guide survivors to care resources at the right time.

    “exposing the need for increased integration of voluntary and professional services, and the need for a professional individual to guide survivors of suicide towards additional care resources at the appropriate time.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductcitation

    All participants had sought help through bereavement groups, so the study did not capture the experiences of people who never reach formal supports.

    “A significant limitation, repeated across the literature on suicide bereavement, 19 is the fact that all participants were people who sought help through their bereavement groups and the study did not capture the experiences of those who may never come to the attention of any formal supports.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [19] Maple, 2014, Uncovering and identifying the missing voices in suicide bereavement, Suicidol Online

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Stigma amplifies the grief of suicide survivors and strongly affects social interactions and help-seeking.

    “The grief of survivors of suicide is also amplified by stigma, which has a profound impact on social interactions and help-seeking behaviour.3,12,13”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [3] Young, 2012, Suicide bereavement and complicated grief, Dialogues Clin Neurosci source

      Not checked in the free run.

    • cites [12] Barney, 2006, Stigma about depression and its impact on help-seeking intentions, Aust N Z J Psychiatry source

      Not checked in the free run.

    • cites [13] source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Premisecitation

    The literature indicates a need for a unique, proactive approach to supporting and assessing the psychological wellbeing of suicide survivors.

    “The current literature points to a need to develop a unique, proactive approach to the provision of support and assessment of the psychological wellbeing of survivors of suicide.2,9”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [2] Knieper, 1999, The suicide survivor’s grief and recovery, Suicide Life Threat Behav source

      Not checked in the free run.

    • cites [9] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Researchers read the transcripts individually and independently devised a thematic framework.

    “Researchers read the transcripts of the audiomaterial individually and devised a thematic framework independently of one another by highlighting emerging recurrent ideas.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    Participants encouraged one another and all discussions ran over time, suggesting they felt free to discuss matters of genuine importance.

    “The participants in all groups encouraged one another to partake in discussion and all three discussions ran over time, suggesting that the participants felt free to discuss matters of genuine importance to them.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisereasoning

    GPs can have early direct contact with bereaved people and therefore have an important role in suicide postvention.

    “GPs have the potential for early direct contact with the bereaved and thus have an important role to play in suicide postvention.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Focus groups were held in three Irish locations to reduce geographic bias and capture varied perspectives on GPs and support services.

    “The focus groups were conducted at three locations across Ireland (Donegal, Dublin, and Waterford) to reduce geographical bias and to capture an array of perspectives relating to different GPs and support services.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The study did not aim to identify differences between males and females in patterns of help seeking.

    “The study did not seek to identify differences in patterns of help seeking between males and females”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisereasoning

    GPs' position in the healthcare system and community, together with their knowledge of patients and families, makes them well placed to support suicide survivors and navigate grief-related problems.

    “GPs, through their unique position in the healthcare system and in the community, with extensive knowledge of individual patients and families, are well positioned to support survivors of suicide and navigate problems associated with the grief process.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Dunn and colleagues noted a possible difference between survivors' belief that they are stigmatised and actually being stigmatised.

    “Dunn and colleagues 10 observed that there may also be a difference in the way in which survivors of suicide believe they are stigmatised versus actually being the object of stigma.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10] Dunn, 1988, The psychological and social experience of suicide survivors, Omega-J Death Dying source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    People bereaved by suicide have a higher risk of major depression, post-traumatic stress disorder, and suicidal behaviour.

    “Individuals bereaved by suicide have a higher risk of developing major depression, post-traumatic stress disorder, and suicidal behaviour.3,4”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [3] Young, 2012, Suicide bereavement and complicated grief, Dialogues Clin Neurosci source

      Not checked in the free run.

    • cites [4] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Broader themes were decided after discussion among the researchers.

    “Broader themes were determined following discussion between the researchers.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Suicide bereavement is a risk factor for complicated mourning, described as prolonged unresolved grief that often interferes with functioning.

    “It is a risk factor for development of complicated mourning, described as prolonged, unresolved grief often interfering with functioning.8,9”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [8] Rando TA (1993) Treatment of complicated mourning (Research Press, Champaign, IL).

      Not checked in the free run.

    • cites [9] source

      Not checked in the free run.

39 of 39
  • The paper relies on this without support.

    There is a lack of research on the GP's role in caring for people bereaved by suicide.

    “However, there is a paucity of research on the role of the GP in caring for survivors of suicide.”
  • The paper relies on this without support.

    There is a lack of research, especially from patients' perspectives, on optimal primary care for people grieving a suicide.

    “there is a dearth of research, particularly from patients' perspectives, on how to provide optimal care for those grieving a suicide in the primary care setting.”
  • The paper relies on this without support.

    This study is the first in Ireland to explore suicide survivors' experiences using focus group interviews.

    “To the authors' knowledge, this study is the first in Ireland to explore the experiences of survivors of suicide using focus group interviews.”
  • The paper relies on this without support.

    The care needs found among bereaved people who attended support groups apply to suicide-bereaved patients more broadly.

    “A significant limitation, repeated across the literature on suicide bereavement, 19 is the fact that all participants were people who sought help through their bereavement groups and the study did not capture the experiences of those who may never come to the attention of any formal supports.”
  • The paper relies on this without support.

    GPs are often the first point of professional contact in responding to a suicide.

    “GPs are often on the front line in responding to a suicide.”
  • The paper relies on this without support.

    GPs are expected to support individuals and families after a suicide.

    “They are called on to support individuals and families in the aftermath of suicide”
6 of 6

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?

  • General practitioners report a lack of training and confidence in how to respond after suicide, despite bereaved people viewing their GP as a key source of support.

    “For their own part, general practitioners (GP) report a lack of training and confidence in how to respond after suicide, despite bereaved people viewing their GP as a key source of support [23,24].”

    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 [23]

    The ‘Need for the GP to provide direction and support’ section reports that bereaved participants saw GPs as well placed to offer care and direct them to further support. The study interviewed bereaved people, not GPs; its statement that little research supports GPs in this role does not establish that GPs themselves reported a lack of training or confidence. No page numbers are available in our copy. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • This Irish work also made clear links between stigma and the recent decriminalisation of suicide, and between stigma and reluctance to seek help; dimensions not apparent in our dataset.

    “This Irish work also made clear links between stigma and the recent decriminalisation of suicide (Gaffney and Hannigan, 2010), and between stigma and reluctance to seek help (Nic an Fhaili et al., 2016); dimensions not apparent in our dataset.”
  • Our findings are comparable to three Irish qualitative studies with suicide-bereaved adults, which describe experiences of social isolation, social awkwardness, and perceived prejudice.

    “Our findings are comparable to those of three Irish qualitative studies with suicide-bereaved adults, which describe experiences of social isolation (Gaffney and Hannigan, 2010), social awkwardness (Begley and Quayle, 2007), and perceived prejudice (Nic an Fhaili et al., 2016).”

The citation lists haven’t been fetched yet

References 23 · Cited by 30

Research works printed but not linked: 1

  1. Cleiren M Diekstra R (1995) in The impact of suicide, After the loss: bereavement after suicide and other types of death, ed Mishara B (Springer, New York, NY), pp 7–39.

Authors
Fhailí, M. N. A., Flynn, N., & Dowling, S.
Affiliations
University Hospital Waterford (IE)
Venue
British Journal of General Practice
Published
2016-01-28
Volume
66
Issue
643
Pages
e92-e98
ISSN
  • 0960-1643 (ISSN-L)
  • 1478-5242
OpenAlex
W2295661766
Cited by
30
References
23
Citations by year
2025: 2 · 2024: 4 · 2023: 1 · 2022: 6 · 2021: 5 · 2020: 1 · 2019: 2 · 2018: 5 · 2017: 2 · 2016: 2
FWCI
4.90
Type
journal article
Language
en
Open access
Locations
  • British Journal of General Practice (publishedVersion)
  • Europe PMC (PubMed Central) (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
Funders
Irish College of General Practitioners
Topics
  • Social Sciences › Psychology › Clinical Psychology › Grief, Bereavement, and Mental Health
  • Social Sciences › Psychology › Clinical Psychology › Suicide and Self-Harm Studies
  • Social Sciences › Anthropology › Death, Funerary Practices, and Mourning
Keywords
suicide bereavement, grief after suicide, general practitioners, primary care, complicated grief, stigma, help-seeking, grief support groups, patient experience, bereaved families
MeSH terms
Suicide Prevention, Adult, Bereavement, Family, Female, Humans, Male, Surveys and Questionnaires, Self-Help Groups, Suicide, Qualitative Research, Social Stigma, General Practice

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.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.

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