Antidepressant Utilization and Suicide in Europe: An Ecological Multi-National Study
Open accessAbstract
BACKGROUND: Research concerning the association between use of antidepressants and incidence of suicide has yielded inconsistent results and is the subject of considerable controversy. The first aim is to describe trends in the use of antidepressants and rates of suicide in Europe, adjusted for gross domestic product, alcohol consumption, unemployment, and divorce. The second aim is to explore if any observed reduction in the rate of suicide in different European countries preceded the trend for increased use of antidepressants. METHODS: Data were obtained for 29 European countries between 1980 and 2009. Pearson correlations were used to explore the direction and magnitude of associations. Generalized linear mixed models and Poisson regression distribution were used to clarify the effects of antidepressants on suicide rates, while an autoregressive adjusted model was used to test the interaction between antidepressant utilization and suicide over two time periods: 1980-1994 and 1995-2009. FINDINGS: An inverse correlation was observed in all countries between recorded Standardised Death Rate (SDR) for suicide and antidepressant Defined Daily Dosage (DDD), with the exception of Portugal. Variability was marked in the association between suicide and alcohol, unemployment and divorce, with countries depicting either a positive or a negative correlation with the SDR for suicide. Every unit increase in DDD of an antidepressant per 1000 people per day, adjusted for these confounding factors, reduces the SDR by 0.088. The correlation between DDD and suicide related SDR was negative in both time periods considered, albeit more pronounced between 1980 and 1994. CONCLUSIONS: Suicide rates have tended to decrease more in European countries where there has been a greater increase in the use of antidepressants. These findings underline the importance of the appropriate use of antidepressants as part of routine care for people diagnosed with depression, therefore reducing the risk of suicide.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Because the trial population lacked ethnic diversity and all patients were treated in the U.K. health system, the results cannot be generalized to non-White patients and to other health systems.
“Our trial population also lacked ethnic diversity, and all the patients were being treated in the U.K. health system, so we cannot generalize our results to non-White patients and to other health systems. 27”
From Maintenance or Discontinuation of Antidepressants in Primary Care (2021) · cites this paper as [27]
The Methods (Ethics Statement; page unavailable) says this paper analyzed aggregated population-level data and had no individual-patient information. Its Discussion (Previous Studies; page unavailable) identifies countries, not trial patients, as the observation units. Searches for ethnic diversity, non-White patients, and the U.K. health system found no passage addressing the citing authors’ trial or its generalizability. (LLM, conf=0.78)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The size and burden of mental disorders and other disorders of the brain in Europe 2010
Wittchen, H. U., Jacobi, F., Rehm, J., Gustavsson, A., Svensson, M., Jönsson, B., Olesen, J., Allgulander, C., Alonso, J., Faravelli, C., et al. (2011) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2011.07.018 · Cited by 3,754 · see citing works
Suicide Prevention Strategies: A Systematic Review
Mann, J. J., Apter, A., Bertolote, J., Beautrais, A., Currier, D., Haas, A., Hegerl, U., Lonnqvist, J., Malone, K., Marusic, A., et al. (2005) · JAMA · doi:10.1001/jama.294.16.2064 · Cited by 2,852 · see citing works
Self-citationAntidepressant Drug Effects and Depression Severity: A Patient-Level Meta-analysis
Fournier, J. C., DeRubeis, R. J., Hollon, S. D., Dimidjian, S., Amsterdam, J. D., Shelton, R. C., & Fawcett, J. (2010) · JAMA · doi:10.1001/jama.2009.1943 · Cited by 2,009 · see citing works
Size and burden of mental disorders in Europe—a critical review and appraisal of 27 studies
Wittchen, H.-U., & Jacobi, F. (2005) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2005.04.012 · Cited by 1,503 · cited 1× · see citing works
“Moreover, there is increased awareness of the extent of the impact of poor mental health and the increased need for treatment and support in Europe [76,77], varying from country to country [78], that may also contribute to this increase in antidepressant prescribing.”
BackgroundMental health service delivery and suicide risk: the role of individual patient and facility factors
Desai, R. A., Dausey, D. J., & Rosenheck, R. A. (2005) · American Journal of Psychiatry · doi:10.1176/appi.ajp.162.2.311 · Cited by 183 · see citing works
Flagged first, then by citations
Research works printed but not linked: 71
- [2]Carta MG, Kovess V, Hardoy MC, Brugha T, Fryers T, et al (2004) Psychosocial wellbeing and psychiatric care in the European Communities: analysis of macro indicators. Soc Psychiatry Psychiatr Epidemiol 39: 883– 892. 15549240
- [3]Bertolote JM, Fleischmann A, de Leo D, Wasserman D (2003) Suicide and mental disorders: do we know enough? Br J Psychiatry 183: 382– 383. 14594911
- [4]Fernández A, Haro JM, Martinez-Alonso M, Demyttenaere K, Brugha TS, et al (2007) Treatment adequacy for anxiety and depressive disorders in six European countries. Br J Psychiatry 190: 172– 173. 17267936
- [5]Mojtabai R, Olfson M (2008) National patterns in antidepressant treatment by psychiatrists and general medical providers: results from the national comorbidity survey replication. J Clin Psychiatry 69: 1064– 1074. 18399725
- [6]van der Feltz-Cornelis CM, Sarchiapone M, Postuvan V, Volker D, Roskar S, et al.. (2011) Best Practice Elements of Multilevel Suicide Prevention Strategies. Crisis: 1–15. PMC3306243 21945840
- [7]Hegerl U, Wittenburg L, Arensman E, Van Audenhove C, Coyne JC, et al (2009) Optimizing suicide prevention programs and their implementation in Europe (OSPI Europe): an evidence-based multi-level approach. BMC Public Health 9: 428. 19930638 PMC2787518
- [9]Teicher MH, Glod CA, Cole JO (1993) Antidepressant drugs and the emergence of suicidal tendencies. Drug Saf 8: 186– 212. 8452661
- [10]Teicher MH, Glod C, Cole JO (1990) Emergence of intense suicidal preoccupation during fluoxetine treatment. Am J Psychiatry 147: 207– 210. 2301661
- [11]Hammad TA, Laughren T, Racoosin J (2006) Suicidality in pediatric patients treated with antidepressant drugs. Arch Gen Psychiatry 63: 332– 339. 16520440
- [12]Hirschfeld RM (2000) Suicide and antidepressant treatment. Arch Gen Psychiatry 57: 325– 326. 10768691
- [13]Quitkin FM, Rabkin JG, Gerald J, Davis JM, Klein DF (2000) Validity of clinical trials of antidepressants. Am J Psychiatry 157: 327. 10698806
- [14]Möller H-J (2006) Is there evidence for negative effects of antidepressants on suicidality in depressive patients? A systematic review. Eur Arch Psychiatry Clin Neurosci 256: 476– 496. 17143567
- [15]Möller H-J, Baldwin DS, Goodwin G, Kasper S, Okasha A, et al (2008) Do SSRIs or antidepressants in general increase suicidality? WPA Section on Pharmacopsychiatry: consensus statement. Eur Arch Psychiatry Clin Neurosci 258 Suppl 3 3– 23. 18668279
- [16]Parker G (2009) Antidepressants on trial: how valid is the evidence? Br J Psychiatry 194: 1– 3. 19118316
- [17]Bridge JA, Iyengar S, Salary CB, Barbe RP, Birmaher B, et al (2007) Clinical response and risk for reported suicidal ideation and suicide attempts in pediatric antidepressant treatment: a meta-analysis of randomized controlled trials. JAMA 297: 1683– 1696. 17440145
- [18]Gibbons RD, Brown CH, Hur K, Marcus SM, Bhaumik DK, et al (2007) Relationship between antidepressants and suicide attempts: an analysis of the Veterans Health Administration data sets. Am J Psychiatry 164: 1044– 1049. 17606656
- [19]Bridge JA, Axelson DA (2008) The contribution of pharmacoepidemiology to the antidepressant-suicidality debate in children and adolescents. Int Rev Psychiatry 20: 209– 214. 18386214
- [20]Rehkopf DH, Buka SL (2006) The association between suicide and the socio-economic characteristics of geographical areas: a systematic review. Psychol Med 36: 145– 157. 16420711
- [21]Zhang J, Ma J, Jia C, Sun J, Guo X, et al.. (2009) Economic growth and suicide rate changes: A case in China from 1982 to 2005. Eur Psychiatry. 19926256
- [22]Skog OJ, Teixeira Z, Barrias J, Moreira R (1995) Alcohol and suicide–the Portuguese experience. Addiction 90: 1053– 1061. 7549774
- [23]Brådvik L, Mattisson C, Bogren M, Nettelbladt P (2010) Mental disorders in suicide and undetermined death in the Lundby Study. The contribution of severe depression and alcohol dependence. Arch Suicide Res 14: 266– 275. 20658380
- [24]Sher L (2006) Alcohol consumption and suicide. QJM 99: 57– 61. 16287907
- [25]Barth A, Sögner L, Gnambs T, Kundi M, Reiner A, et al (2011) Socioeconomic factors and suicide: an analysis of 18 industrialized countries for the years 1983 through 2007. J Occup Environ Med 53: 313– 317. 21346629
- [26]Stack S (2000) Suicide: a 15-year review of the sociological literature. Part II: modernization and social integration perspectives. Suicide Life Threat Behav 30: 163– 176. 10888056
- [27]Lewis G, Sloggett A (1998) Suicide, deprivation, and unemployment: record linkage study. BMJ 317: 1283– 1286. 9804714 PMC28707
- [28]Blakely TA, Collings SCD, Atkinson J (2003) Unemployment and suicide. Evidence for a causal association? J Epidemiol Community Health 57: 594– 600. 12883065 PMC1732539
- [29]Baldessarini RJ, Tondo L, Strombom IM, Dominguez S, Fawcett J, et al (2007) Ecological studies of antidepressant treatment and suicidal risks. Harv Rev Psychiatry 15: 133– 145. 17687708
- [30]Wheeler BW, Metcalfe C, Martin RM, Gunnell D (2009) International impacts of regulatory action to limit antidepressant prescribing on rates of suicide in young people. Pharmacoepidemiol Drug Saf 18: 579– 588. 19367564
- [31]Ludwig J, Marcotte DE (2005) Anti-depressants, suicide, and drug regulation. J Policy Anal Manage 24: 249– 272. 15776534
- [32]Ludwig J, Marcotte DE, Norberg K (2009) Anti-depressants and suicide. J Health Econ 28: 659– 676. 19324439
- [33]Schwartz S (1994) The fallacy of the ecological fallacy: the potential misuse of a concept and the consequences. Am J Public Health 84: 819– 824. 8179055 PMC1615039
- [34]Morgenstern H (1982) Uses of ecologic analysis in epidemiologic research. Am J Public Health 72: 1336– 1344. 7137430 PMC1650553
- [35]Van Praag HM (2003) A stubborn behaviour: the failure of antidepressants to reduce suicide rates. World J Biol Psychiatry 4: 184– 191. 14608590
- [36]van Praag HM (2002) Why has the antidepressant era not shown a significant drop in suicide rates? Crisis 23: 77– 82. 12500893
- [37]Isacsson G, Bergman U, Rich CL (1996) Epidemiological data suggest antidepressants reduce suicide risk among depressives. J Affect Disord 41: 1– 8. 8938199
- [38]Isacsson G (2000) Suicide prevention–a medical breakthrough? Acta Psychiatr Scand 102: 113– 117. 10937783
- [41]Värnik P, Sisask M, Värnik A, Laido Z, Meise U, et al (2010) Suicide registration in eight European countries: A qualitative analysis of procedures and practices. Forensic Sci Int 202: 86– 92. 20483553
- [47]Kapusta ND, Niederkrotenthaler T, Etzersdorfer E, Voracek M, Dervic K, et al (2009) Influence of psychotherapist density and antidepressant sales on suicide rates. Acta Psychiatr Scand 119: 236– 242. 19076117
- [48]Rihmer Z, Appleby L, Rihmer A, Belso N (2000) Decreasing suicide in Hungary. Br J Psychiatry 177: 84. 10945094
- [49]Kadusevicius E, Mikucionyte L, Maciulaitis R, Milvidaite I, Sveikata A (2006) Trends in the consumption of antidepressant drugs in Lithuania in 2002–2004. Medicina (Kaunas) 42: 1020– 1029. 17211111
- [50]Viola R, Benko R, Nagy G, Soós G (2008) National trend of antidepressant consumption and its impact on suicide rate in Hungary. Pharmacoepidemiol Drug Saf 17: 401– 405. 18314926
- [51]Ciuna A, Andretta M, Corbari L, Levi D, Mirandola M, et al (2004) Are we going to increase the use of antidepressants up to that of benzodiazepines? Eur J Clin Pharmacol 60: 629– 634. 15448956
- [52]Zahl P-H, De Leo D, Ekeberg Ø, Hjelmeland H, Dieserud G (2010) The relationship between sales of SSRI, TCA and suicide rates in the Nordic countries. BMC Psychiatry 10: 62. 20691035 PMC2927503
- [53]Edwards LJ (2000) Modern statistical techniques for the analysis of longitudinal data in biomedical research. Pediatric pulmonology 30: 330– 344. 11015135
- [54]Milane MS, Suchard MA, Wong M-L, Licinio J (2006) Modeling of the temporal patterns of fluoxetine prescriptions and suicide rates in the United States. PLoS Med 3: e190. 16768544 PMC1475655
- [55]Gibbons RD, Hur K, Bhaumik DK, Mann JJ (2005) The relationship between antidepressant medication use and rate of suicide. Arch Gen Psychiatry 62: 165– 172. 15699293
- [56]Gibbons RD, Hur K, Bhaumik DK, Mann JJ (2006) The relationship between antidepressant prescription rates and rate of early adolescent suicide. Am J Psychiatry 163: 1898– 1904. 17074941
- [57]Helgason T, Tómasson H, Zoega T (2004) Antidepressants and public health in Iceland. Time series analysis of national data. Br J Psychiatry 184: 157– 162. 14754829
- [58]Isacsson G, Holmgren P, Wasserman D, Bergman U (1994) Use of antidepressants among people committing suicide in Sweden. BMJ 308: 506– 509. 8136668 PMC2542784
- [59]Varnik P, Sisask M, Varnik A, Arensman E, Van Audenhove C, et al (2012) Validity of suicide statistics in Europe in relation to undetermined deaths: developing the 2–20 benchmark. Inj Prev 18: 321– 325. 22157205
- [60]Möller-Leimkühler AM (2000) [Men and depression: gender-related help-seeking behavior]. Fortschr Neurol Psychiatr 68: 489– 495. 11144933
- [61]Knapp M, McDaid D, Mossialos E, Thornicroft G, editors (2007) Mental Health Policy and Practice Across Europe. Buckingham: Open University Press.
- [62]Rihmer Z, Belsö N, Kalmár S (2001) Antidepressants and suicide prevention in Hungary. Acta Psychiatr Scand 103: 238– 239. 11240584
- [63]Johannessen HA, Dieserud G, Claussen B, Zahl P-H (2011) Changes in mental health services and suicide mortality in Norway: an ecological study. BMC Health Serv Res 11: 68. 21443801 PMC3078842
- [64]Pirkola S, Sund R, Sailas E, Wahlbeck K (2009) Community mental-health services and suicide rate in Finland: a nationwide small-area analysis. Lancet 373: 147– 153. 19097638
- [65]Pirkola S, Sohlman B, Heilä H, Wahlbeck K (2007) Reductions in postdischarge suicide after deinstitutionalization and decentralization: a nationwide register study in Finland. Psychiatr Serv 58: 221– 226. 17287379
- [67]Lewis G, Appleby L, Jarman B (1994) Suicide and psychiatric services. Lancet 344: 822. 7916100
- [68]Shah A, Bhandarkar R, Bhatia G (2010) The relationship between general population suicide rates and mental health funding, service provision and national policy: a cross-national study. Int J Soc Psychiatry 56: 448– 453. 19651691
- [69]Pompili M, Serafini G, Innamorati M, Dominici G, Ferracuti S, et al (2010) Suicidal behavior and alcohol abuse. Int J Environ Res Public Health 7: 1392– 1431. 20617037 PMC2872355
- [70]Wasserman D, Värnik A (1998) Suicide-preventive effects of perestroika in the former USSR: the role of alcohol restriction. Acta Psychiatr Scand Suppl 394: 1–4. 9825011
- [71]Szanto K, Kalmar S, Hendin H, Rihmer Z, Mann JJ (2007) A suicide prevention program in a region with a very high suicide rate. Arch Gen Psychiatry 64: 914– 920. 17679636
- [72]Rihmer Z, Rutz W, Pihlgren H (1995) Depression and suicide on Gotland. An intensive study of all suicides before and after a depression-training programme for general practitioners. J Affect Disord 35: 147– 152. 8749979
- [73]Althaus D, Hegerl U (2003) [Concept and results of an awareness campaign: the “Nuremberg Alliance against Depression”]. MMW Fortschr Med 145: 42– 44. 15106698
- [75]Hegerl U, Wittmann M, Arensman E, Van Audenhove C, Bouleau JH, et al.. (2007) The ‘European Alliance Against Depression (EAAD)’: A multifaceted, community-based action programme against depression and suicidality. World J Biol Psychiatry [epub ahead]. 17853299
- [78]King M, Nazareth I, Levy G, Walker C, Morris R, et al (2008) Prevalence of common mental disorders in general practice attendees across Europe. Br J Psychiatry 192: 362– 367. 18450661
- [79]Knapp M, McDaid D, Amaddeo F, Constantopoulos A, Oliveira MD, et al (2007) Financing mental health care in Europe. Journal of mental health 16: 167– 180.
- [80]Gibbons RD, Hur K, Brown CH, Davis JM, Mann JJ (2012) Benefits From Antidepressants: Synthesis of 6-Week Patient-Level Outcomes From Double-blind Placebo-Controlled Randomized Trials of Fluoxetine and Venlafaxine. Arch Gen Psychiatry 69: 572– 579. 22393205 PMC3371295
- [81]Milea D, Verpillat P, Guelfucci F, Toumi M, Lamure M (2010) Prescription patterns of antidepressants: findings from a US claims database. Curr Med Res Opin 26: 1343– 1353. 20373875
- [82]Pomerantz JM, Finkelstein SN, Berndt ER, Poret AW, Walker LE, et al (2004) Prescriber intent, off-label usage, and early discontinuation of antidepressants: a retrospective physician survey and data analysis. J Clin Psychiatry 65: 395– 404. 15096080
- [83]Stone KJ, Viera AJ, Parman CL (2003) Off-label applications for SSRIs. Am Fam Physician 68: 498– 504. 12924832
- [84]Hawton K, van Heeringen K (2009) Suicide. Lancet 373: 1372– 1381. 19376453
Cited by
Sorted by citations
Suicide prevention strategies revisited: 10-year systematic review
Zalsman, G., Hawton, K., Wasserman, D., van Heeringen, K., Arensman, E., Sarchiapone, M., Carli, V., Höschl, C., Barzilay, R., Balazs, J., et al. (2016) · The Lancet Psychiatry · doi:10.1016/s2215-0366(16)30030-x · Cited by 1,765 · see citing works
Self-citationTime for united action on depression: a Lancet–World Psychiatric Association Commission
Herrman, H., Patel, V., Kieling, C., Berk, M., Buchweitz, C., Cuijpers, P., Furukawa, T. A., Kessler, R. C., Kohrt, B. A., Maj, M., et al. (2022) · The Lancet · doi:10.1016/s0140-6736(21)02141-3 · Cited by 1,104 · see citing works
Cleare, A., Pariante, C., Young, A., Anderson, I., Christmas, D., Cowen, P., Dickens, C., Ferrier, I., Geddes, J., Gilbody, S., et al. (2015) · Journal of Psychopharmacology · doi:10.1177/0269881115581093 · Cited by 759 · see citing works
Maintenance or Discontinuation of Antidepressants in Primary Care
Lewis, G., Marston, L., Duffy, L., Freemantle, N., Gilbody, S., Hunter, R., Kendrick, T., Kessler, D., Mangin, D., King, M., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2106356 · Cited by 192 · see citing works
Lewis, G., Duffy, L., Ades, A., Amos, R., Araya, R., Brabyn, S., Button, K. S., Churchill, R., Derrick, C., Dowrick, C., et al. (2019) · The Lancet Psychiatry · doi:10.1016/s2215-0366(19)30366-9 · Cited by 120 · see citing works
Van Leeuwen, E., van Driel, M. L., Horowitz, M. A., Kendrick, T., Donald, M., De Sutter, A. I., Robertson, L., & Christiaens, T. (2021) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd013495.pub2 · Cited by 90 · see citing works
Socioeconomic inequalities in suicide in Europe: the widening gap
Lorant, V., de Gelder, R., Kapadia, D., Borrell, C., Kalediene, R., Kovács, K., Leinsalu, M., Martikainen, P., Menvielle, G., Regidor, E., et al. (2018) · The British Journal of Psychiatry · doi:10.1192/bjp.2017.32 · Cited by 76 · see citing works
Pharmacologic approaches to suicide prevention
Zisook, S., Domingues, I., & Compton, J. (2023) · Focus · doi:10.1176/appi.focus.20220076 · Cited by 30 · see citing works
- Authors
- Gusmão, R., Quintão, S., McDaid, D., Arensman, E., Van Audenhove, C., Coffey, C., Värnik, A., Värnik, P., Coyne, J., & Hegerl, U.
- Affiliations
- Hospital de Egas Moniz (PT)
- Universidade Nova de Lisboa (PT)
- London School of Economics and Political Science (GB)
- National Suicide Research Foundation (IE)
- Estonian-Swedish Mental Health and Suicidology Institute (EE)
- University Medical Center Groningen (NL)
- Leipzig University (DE)
- Corresponding author
- Gusmão, Ricardo
- ORCID
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2013-06-19
- Volume
- 8
- Issue
- 6
- Pages
- e66455
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3686718
- OpenAlex
- W2059190479
- Cited by
- 136
- References
- 5
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 7 · 2023: 9 · 2022: 9 · 2021: 12 · 2020: 15 · 2019: 7 · 2018: 13 · 2017: 8 · 2016: 19 · 2015: 17 · 2014: 12 · 2013: 2
- FWCI
- 18.54
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (publishedVersion, cc-by)
- London School of Economics and Political Science Theses Online (London School of Economics and Political Science) (acceptedVersion)
- London School of Economics and Political Science Research Online (London School of Economics and Political Science) (acceptedVersion)
- Lirias (submittedVersion, other-oa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) (submittedVersion, other-oa)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion, cc-by)
- Funders
- University of Pennsylvania
- European Commission (223138)
- Karolinska Institutet
- Universidade Nova de Lisboa
- Norwegian Institute of Public Health
- Topics
- Social Sciences › Psychology › Clinical Psychology › Suicide and Self-Harm Studies
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Keywords
- antidepressant use, suicide rates, depression treatment, suicide prevention, alcohol consumption, unemployment, divorce, suicide trends
- MeSH terms
- Antidepressive Agents, Depression, Europe, Humans, Suicide, Drug Utilization Review
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