Symptoms of menopause: hot flushes
Abstract
Vasomotor symptoms (VMSs) are highly prevalent during the peri- and early postmenopause. They constitute a major driver for patient self-referral for medical care. Although most women will experience an abatement of their VMS by 5 years after their final menses, women with early or surgical menopause may have worse or more persistent symptoms, and up to 16% of naturally menopausal women continue to experience VMS well after their menopause is past. Although estrogen is the most effective known therapy, it is neither appropriate nor desirable for every symptomatic woman, and nonhormonal treatments such as gabapentin, selective serotonin reuptake inhibitors/selective norepinephrine reuptake inhibitors drugs, and the antihypertensives clonidine and alphamethyldopa may be helpful for some women. There is mounting evidence to support the ineffectiveness of many proposed complementary and alternative modalities. This review will highlight the natural history of VMS and the current medical evidence supporting various treatments.
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?
It is not the absolute level of estrogens, but the rate of estrogen withdrawal that determines the onset of flushes.
“It is not the absolute level of estrogens, but the rate of estrogen withdrawal that determines the onset of flushes (Kronenberg, 2010; Santoro, 2008).”
From Modulation of body temperature and LH secretion by hypothalamic KNDy (kisspeptin, neurokinin B and dynorphin) neurons: A novel hypothesis on the mechanism of hot flushes (2013) · cites this paper as Santoro, 2008
Withdrawal of gonadal steroids induces flushes in women treated with tamoxifen, women with premature ovarian failure, aging men with diminished testosterone, and men with prostate carcinoma undergoing androgen ablation therapy.
“Withdrawal of gonadal steroids induces flushes in a variety of patients: women treated with tamoxifen for breast cancer, women with premature ovarian failure, aging men with diminished testosterone, and men with prostate carcinoma undergoing androgen ablation therapy (Santoro, 2008).”
From Modulation of body temperature and LH secretion by hypothalamic KNDy (kisspeptin, neurokinin B and dynorphin) neurons: A novel hypothesis on the mechanism of hot flushes (2013) · cites this paper as Santoro, 2008
Hot flushes occur in response to ovariectomy in young women and are effectively treated by estrogen replacement.
“Hot flushes occur in response to ovariectomy in young women and are effectively treated by estrogen replacement (Santoro, 2008).”
From Modulation of body temperature and LH secretion by hypothalamic KNDy (kisspeptin, neurokinin B and dynorphin) neurons: A novel hypothesis on the mechanism of hot flushes (2013) · cites this paper as Santoro, 2008
Cites
Writing Group for the Women's Health Initiative Investigators (2002) · JAMA: The Journal of the American Medical Association · doi:10.1001/jama.288.3.321 · Cited by 15,889 · see citing works
Estrogen plus Progestin and the Risk of Coronary Heart Disease
Manson, J. E., Hsia, J., Johnson, K. C., Rossouw, J. E., Assaf, A. R., Lasser, N. L., Trevisan, M., Black, H. R., Heckbert, S. R., Detrano, R., et al. (2003) · New England Journal of Medicine · doi:10.1056/nejmoa030808 · Cited by 2,065 · see citing works
Effect of Estrogen Plus Progestin on Stroke in Postmenopausal Women
Wassertheil-Smoller, S. W., Hendrix, S. L., Limacher, M. C., HEISS, G. M., Kooperberg, C. L., Baird, A. E., Kotchen, T. A., Curb, J. D., Black, H. R., Rossouw, J. E., et al. (2003) · JAMA · doi:10.1001/jama.289.20.2673 · Cited by 1,159 · see citing works
The normal menopause transition
McKinlay, S. M., Brambilla, D. J., & Posner, J. G. (1992) · Maturitas · doi:10.1016/0378-5122(92)90003-m · Cited by 1,112 · see citing works
Effect of Estrogen Plus Progestin on Global Cognitive Function in Postmenopausal Women
Rapp, S. R., Espeland, M. A., Shumaker, S. A., Henderson, V. W., Brunner, R. L., Manson, J. E., Gass, M. L. S., Stefanick, M. L., Lane, D. S., Hays-Grudo, J., et al. (2003) · JAMA · doi:10.1001/jama.289.20.2663 · Cited by 927 · see citing works
Gold, E. B. (2000) · American Journal of Epidemiology · doi:10.1093/aje/152.5.463 · Cited by 861 · see citing works
Espeland, M. A. (2004) · JAMA · doi:10.1001/jama.291.24.2959 · Cited by 794 · see citing works
Loprinzi, C. L., Kugler, J. W., Sloan, J. A., Mailliard, J. A., LaVasseur, B. I., Barton, D. L., Novotny, P. J., Dakhil, S. R., Rodger, K., Rummans, T. A., et al. (2000) · The Lancet · doi:10.1016/s0140-6736(00)03403-6 · Cited by 737 · see citing works
Estrogen Therapy and Coronary-Artery Calcification
Manson, J. E., Allison, M. A., Rossouw, J. E., Carr, J. J., Langer, R. D., Hsia, J., Kuller, L. H., Cochrane, B. B., Hunt, J. R., Ludlam, S. E., et al. (2007) · New England Journal of Medicine · doi:10.1056/nejmoa071513 · Cited by 711 · see citing works
Conjugated Equine Estrogens and Coronary Heart Disease
Hsia, J. A. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.3.357 · Cited by 604 · see citing works
Stearns, V., Beebe, K. L., Iyengar, M., & Dube, E. (2003) · JAMA · doi:10.1001/jama.289.21.2827 · Cited by 496 · see citing works
Phase III Evaluation of Fluoxetine for Treatment of Hot Flashes
Loprinzi, C. L., Sloan, J. A., Perez, E. A., Quella, S. K., Stella, P. J., Mailliard, J. A., Halyard, M. Y., Pruthi, S., Novotny, P. J., & Rummans, T. A. (2002) · Journal of Clinical Oncology · doi:10.1200/jco.2002.20.6.1578 · Cited by 473 · see citing works
Prospective evaluation of vitamin E for hot flashes in breast cancer survivors.
Barton, D. L., Loprinzi, C. L., Quella, S. K., Sloan, J. A., Veeder, M. H., Egner, J. R., Fidler, P., Stella, P. J., Swan, D. K., Vaught, N. L., et al. (1998) · Journal of Clinical Oncology · doi:10.1200/jco.1998.16.2.495 · Cited by 403 · see citing works
Effects of Conjugated Equine Estrogen on Stroke in the Women’s Health Initiative
Hendrix, S. L., Wassertheil-Smoller, S. W., Johnson, K., Howard, B. V., Kooperberg, C. L., Rossouw, J. E., Trevisan, M., Aragaki, A. K., Baird, A. E., Bray, P. F., et al. (2006) · Circulation · doi:10.1161/circulationaha.105.594077 · Cited by 359 · see citing works
Jacobson, J. S., Troxel, A. B., Evans, J. M., Klaus, L., Vahdat, L. T., Kinne, D. W., Lo, K. M. S., Moore, A. A., Rosenman, P. J., Kaufman, E. L., et al. (2001) · Journal of Clinical Oncology · doi:10.1200/jco.2001.19.10.2739 · Cited by 355 · see citing works
(2004) · Menopause The Journal of The North American Menopause Society · doi:10.1097/01.gme.0000108177.85442.71 · Cited by 340 · see citing works
Gabapentin's effects on hot flashes in postmenopausal women: a randomized controlled trial
Guttuso, T. J. (2003) · Obstetrics and Gynecology · doi:10.1016/s0029-7844(02)02712-6 · Cited by 317 · see citing works
Gold, E. B., Block, G., Crawford, S. L., Lachance, L., FitzGerald, G., Miracle-McMahill, H. L., & Sherman, S. (2004) · American Journal of Epidemiology · doi:10.1093/aje/kwh168 · Cited by 309 · see citing works
Increased need for thyroxine in women with hypothyroidism during estrogen therapy
Arafah, B. M. (2001) · New England Journal of Medicine · doi:10.1056/nejm200106073442302 · Cited by 267 · see citing works
Nedrow, A. R., Miller, J., Walker, M., Nygren, P., Huffman, L. H., & Nelson, H. D. (2006) · PubMed · doi:10.1001/archinte.166.14.1453 · Cited by 242 · see citing works
Evans, M. L., Pritts, E. A., Vittinghoff, E., McClish, K., Morgan, K. S., & Jaffe, R. B. (2005) · Obstetrics and Gynecology · doi:10.1097/01.aog.0000147840.06947.46 · Cited by 231 · see citing works
Stearns, V., Slack, R. S., Greep, N. C., Henry-Tilman, R., Osborne, M., Bunnell, C. A., Ullmer, L., Gallagher, A., Cullen, J. C., Gehan, E. A., et al. (2005) · Journal of Clinical Oncology · doi:10.1200/jco.2005.10.081 · Cited by 224 · see citing works
Hot flashes: behavioral treatments, mechanisms, and relation to sleep
Freedman, R. R. (2005) · The American Journal of Medicine · doi:10.1016/j.amjmed.2005.09.046 · Cited by 216 · see citing works
Suvanto‐Luukkonen, E., Koivunen, R. M., m, H. S., Bloigu, R., Karjalainen, E., llinen, L. H. I. M., & Tapanainen, J. S. (2005) · Menopause The Journal of The North American Menopause Society · doi:10.1097/00042192-200512010-00006 · Cited by 203 · see citing works
Symptom Experience After Discontinuing Use of Estrogen Plus Progestin
Ockene, J. K. (2005) · JAMA · doi:10.1001/jama.294.2.183 · Cited by 200 · see citing works
Menopausal Symptoms in Older Women and the Effects of Treatment With Hormone Therapy
Barnabei, V. M., Grady, D., Stovall, D. W., Cauley, J. A., Lin, F., Stuenkel, C. A., Stefanick, M. L., & Pickar, J. H. (2002) · Obstetrics and Gynecology · doi:10.1016/s0029-7844(02)02369-4 · Cited by 165 · see citing works
Thurston, R. C., Sowers, M. R., Chang, Y., Sternfeld, B., Gold, E. B., Johnston, J. M., & Matthews, K. A. (2007) · American Journal of Epidemiology · doi:10.1093/aje/kwm244 · Cited by 158 · see citing works
Side effects of aromatase inhibitors versus tamoxifen: the patients’ perspective
Garreau, J. R., DelaMelena, T., Walts, D., Karamlou, K., & Johnson, N. (2006) · The American Journal of Surgery · doi:10.1016/j.amjsurg.2006.06.018 · Cited by 151 · see citing works
Health care-seeking for menopausal problems
Guthrie, J. R., Dennerstein, L., Taffe, J. R., & Donnelly, V. (2003) · Climacteric · doi:10.1080/cmt.6.2.112.117 · Cited by 148 · see citing works
Aiello, E. J., Yasui, Y., Tworoger, S. S., Ulrich, C. M., Irwin, M. L., Bowen, D. J., Schwartz, R. S., Kumai, C., Potter, J. D., & McTiernan, A. (2004) · Menopause The Journal of The North American Menopause Society · doi:10.1097/01.gme.0000113932.56832.27 · Cited by 145 · see citing works
Carpenter, J. S., Storniolo, A. M., Johns, S. A., Monahan, P. O., Azzouz, F., Elam, J. L., Johnson, C. S., & Shelton, R. C. (2007) · The Oncologist · doi:10.1634/theoncologist.12-1-124 · Cited by 145 · see citing works
Li, C., Samsioe, G., Borgfeldt, C., Lidfeldt, J., Agardh, C. D., & Nerbrand, C. (2003) · American Journal of Obstetrics and Gynecology · doi:10.1016/s0002-9378(03)00872-x · Cited by 140 · see citing works
Joffe, H., Soares, C. N., Petrillo, L. F., Viguera, A. C., Somley, B., Koch, J., & Cohen, L. S. (2007) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v68n0619 · Cited by 133 · see citing works
Treatment of menopausal hot flashes with transdermal administration of clonidine
Nagamani, M., Kelver, M. E., & Smith, E. R. (1987) · American Journal of Obstetrics and Gynecology · doi:10.1016/0002-9378(87)90050-0 · Cited by 125 · see citing works
A pilot study of a Hatha yoga treatment for menopausal symptoms
Booth‐LaForce, C., Thurston, R. C., & Taylor, M. R. (2007) · Maturitas · doi:10.1016/j.maturitas.2007.01.012 · Cited by 105 · see citing works
Increased urinary cortisol levels during the menopause transition
Woods, N. F., Carr, M. C., Tao, E. Y., Taylor, H. J., & Mitchell, E. S. (2006) · Menopause The Journal of The North American Menopause Society · doi:10.1097/01.gme.0000198490.57242.2e · Cited by 103 · see citing works
Bertelli, G., Venturini, M., Mastro, L. D., Bergaglio, M., Sismondi, P., Biglia, N., Venturini, S., Porcile, G., Pronzato, P., Costantini, M., et al. (2002) · Annals of Oncology · doi:10.1093/annonc/mdf151 · Cited by 98 · see citing works
Sertraline to treat hot flashes
Gordon, P., Kerwin, J. P., Boesen, K. G., & Senf, J. H. (2006) · Menopause The Journal of The North American Menopause Society · doi:10.1097/01.gme.0000196595.82452.ca · Cited by 95 · see citing works
Lobo, R. A., McCormick, W., Singer, F. R., et al. (1984) · PubMed · Cited by 93 · see citing works
Clonidine raises the sweating threshold in symptomatic but not in asymptomatic postmenopausal women
Freedman, R. R., & Dinsay, R. (2000) · Fertility and Sterility · doi:10.1016/s0015-0282(00)00563-x · Cited by 88 · see citing works
Ineffectiveness of Sertraline for Treatment of Menopausal Hot Flushes
Grady, D. G., Cohen, B. E., Tice, J. A., Kristof, M., Olyaie, A., & Sawaya, G. F. (2007) · Obstetrics and Gynecology · doi:10.1097/01.aog.0000258278.73505.fa · Cited by 88 · see citing works
Induction of hot flashes in premenopausal women treated with a long-acting GnRH agonist
DEFAZIO, J., MELDRUM, D. R., LAUFER, L., VALE, W., RIVIER, J., LU, J. K. H., & JUDD, H. L. (1983) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem-56-3-445 · Cited by 84 · see citing works
Therapeutic controversy: Estrogen replacement in menopause
Lindsay, R., Bush, T. L., Grady, D., Speroff, L., & Løbo, R. A. (1996) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.81.11.8923821 · Cited by 82 · see citing works
Lowest Effective Transdermal 17β-Estradiol Dose for Relief of Hot Flushes in Postmenopausal Women
Bachmann, G. A., Schaefers, M., Uddin, A., & Utian, W. H. (2007) · Obstetrics and Gynecology · doi:10.1097/01.aog.0000284450.51264.31 · Cited by 80 · see citing works
Physical Activity And Risk of Hot Flashes among Women in Midlife
Whitcomb, B., Whiteman, M., Langenberg, P., Flaws, J., & Romani, W. (2007) · Journal of Women's Health · doi:10.1089/jwh.2006.0046 · Cited by 77 · see citing works
Speroff, L. (1996) · Obstetrics and Gynecology · doi:10.1016/0029-7844(96)00272-4 · Cited by 76 · see citing works
Bilateral oophorectomy and premature menopause
Hendrix, S. L. (2005) · The American Journal of Medicine · doi:10.1016/j.amjmed.2005.09.056 · Cited by 73 · see citing works
Type of menopause, patterns of hormone therapy use, and hot flashes
Gallicchio, L. M., Whiteman, M. K., Tomic, D., Miller, K. P., LANGENBERG, P. W., & Flaws, J. A. (2006) · Fertility and Sterility · doi:10.1016/j.fertnstert.2005.10.033 · Cited by 73 · see citing works
Feasibility and acceptability of restorative yoga for treatment of hot flushes: A pilot trial
Cohen, B. E., Kanaya, A. M., Macer, J. L., Shen, H., Chang, A. A., & Grady, D. G. (2006) · Maturitas · doi:10.1016/j.maturitas.2006.08.003 · Cited by 69 · see citing works
Management of Menopause-Related Symptoms
Danby, F. W. (2005) · Annals of Internal Medicine · doi:10.7326/0003-4819-143-11-200512060-00021 · Cited by 66 · see citing works
Gaarenstroom, K. N., van der Hiel, B., Tollenaar, R. A. �. �., Vink, G. R., Jansen, F. W., van Asperen, C. J., & Kenter, G. G. (2006) · International Journal of Gynecological Cancer · doi:10.1111/j.1525-1438.2006.00480.x · Cited by 65 · see citing works
Hormone implants and tachyphylaxis
GARNETT, T. J., Studd, J. W. W., Henderson, A. J., et al. (1990) · BJOG An International Journal of Obstetrics & Gynaecology · doi:10.1111/j.1471-0528.1990.tb02447.x · Cited by 60 · see citing works
Efficacy of citalopram on climacteric symptoms
Kalay, A. E., Demir, B., Haberal, A., Kalay, M., & Kandemir, Ö. (2007) · Menopause The Journal of The North American Menopause Society · doi:10.1097/01.gme.0000243571.55699.4a · Cited by 58 · see citing works
Treatment of Premenstrual Worsening of Depression With Adjunctive Oral Contraceptive Pills
Joffe, H., & Petrillo, L. F. (2007) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v68n1218 · Cited by 58 · see citing works
The levonorgestrel intrauterine system for use in peri- and postmenopausal women
Sitruk-Ware, R. L. (2007) · Contraception · doi:10.1016/j.contraception.2007.01.010 · Cited by 58 · see citing works
Clinical experience with a seven-day estradiol transdermal system for estrogen replacement therapy
Gordon, S. F. (1995) · American Journal of Obstetrics and Gynecology · doi:10.1016/0002-9378(95)90250-3 · Cited by 53 · see citing works
Speroff, L., Symons, J. P., Kempfert, N. J., & Rowan, J. P. (2000) · Menopause The Journal of The North American Menopause Society · doi:10.1097/00042192-200011000-00003 · Cited by 52 · see citing works
Dose–response analysis of effects of tibolone on climacteric symptoms
Landgren, M. B., Bennink, H. J. T. C., Helmond, F. A., et al. (2002) · BJOG An International Journal of Obstetrics & Gynaecology · doi:10.1111/j.1471-0528.2002.02020.x · Cited by 52 · see citing works
Centrally active nonhormonal hot flash therapies
Loprinzi, C. L., Stearns, V., & Barton, D. L. (2005) · The American Journal of Medicine · doi:10.1016/j.amjmed.2005.09.045 · Cited by 40 · see citing works
Estrogen and Androgen Hormone Therapy and Well-Being in Surgically Postmenopausal Women
Kotz, K. J., Alexander, J. L., & Dennerstein, L. (2006) · Journal of Women s Health · doi:10.1089/jwh.2006.15.898 · Cited by 40 · see citing works
Stearns, V. (2006) · Treatments in Endocrinology · doi:10.2165/00024677-200605020-00002 · Cited by 34 · see citing works
Kritz‐Silverstein, D. C., von Mühlen, D. G., & Barrett-Connor, E. L. (2000) · Journal of Women s Health & Gender-Based Medicine · doi:10.1089/15246090050147727 · Cited by 32 · see citing works
Menopausal Symptoms in Older Women and the Effects of Treatment With Hormone Therapy
Barnabei, V. M., Grady, D. G., Stovall, D. W., et al. (2002) · Obstetrics and Gynecology · doi:10.1097/00006250-200212000-00011 · Cited by 29 · see citing works
RELATIONSHIPS OF MOSQUITO VECTORS TO WINTER SURVIVAL OF ENCEPHALITIS VIRUSES
Reeves, W. C., Bellamy, R. E., & Scrivani, R. P. (1958) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a119922 · Cited by 23 · see citing works
Gaarenstroom, K. N., van der Hiel, B., Tollenaar, R. A. E. M., et al. (2006) · International Journal of Gynecological Cancer · doi:10.1136/ijgc-00009577-200602001-00009 · Cited by 22 · see citing works
Walsh, B. W., Spiegelman, D. L., Morrissey, M., & Sacks, F. M. (1999) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.84.3.5571 · Cited by 20 · see citing works
The effect of 25-mg percutaneous estradiol implants on the bone mass of postmenopausal women.
Holland, E. F. N., Leather, A. T., & Studd, J. W. W. (1994) · PubMed · Cited by 20 · see citing works
Efficacy of a new, oral estradiol acetate formulation for relief of menopause symptoms
Speroff, L., Haney, A. F., Gilbert, R. D., et al. (2006) · Menopause The Journal of The North American Menopause Society · doi:10.1097/01.gme.0000182802.06762.b2 · Cited by 14 · see citing works
Walsh, B. W. (1999) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.84.3.985 · Cited by 11 · see citing works
Aspects of Hormone Replacement Therapy
Holinka, C. F. (1994) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1994.tb21757.x · Cited by 9 · see citing works
Nonhormonal Therapies for Menopausal Hot Flashes: Systematic Review and Meta-analysis
Nelson, H. D., Vesco, K. K., Haney, E., Fu, R., Nedrow, A., Miller, J., Nicolaidis, C., Walker, M., & Humphrey, L. (2006) · JAMA · doi:10.1001/jama.295.17.2057 · Cited by 4 · see citing works
[Treatment of hot flashes of the menopause with vitamin E].
Jm, S. I. (2004) · PubMed · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Rance, N. E., Dacks, P. A., Mittelman-Smith, M. A., Romanovsky, A. A., & Krajewski-Hall, S. J. (2013) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2013.07.003 · Cited by 380 · see citing works
Gaspard, U., Taziaux, M., Mawet, M., Jost, M., Gordenne, V., Coelingh Bennink, H. J. T., Lobo, R. A., Utian, W. H., & Foidart, J.-M. (2020) · Menopause · doi:10.1097/gme.0000000000001561 · Cited by 52 · see citing works
Krajewski-Hall, S. J., Miranda Dos Santos, F., McMullen, N. T., Blackmore, E. M., & Rance, N. E. (2019) · Endocrinology · doi:10.1210/en.2018-00934 · Cited by 42 · see citing works
- Authors
- SANTORO, N.
- Affiliations
- Albert Einstein College of Medicine (US)
- Corresponding author
- SANTORO, NANETTE
- ORCID
- SANTORO, NANETTE
- Venue
- Clinical Obstetrics & Gynecology
- Published
- 2008-09
- Volume
- 51
- Issue
- 3
- Pages
- 539-548
- ISSN
- 0009-9201 (ISSN-L)
- OpenAlex
- W2042433605
- Cited by
- 56
- References
- 73
- Citations by year
- 2025: 1 · 2024: 2 · 2023: 1 · 2022: 2 · 2021: 1 · 2020: 3 · 2019: 5 · 2018: 1 · 2017: 2 · 2016: 5 · 2015: 3 · 2014: 4 · 2013: 5 · 2012: 5
- FWCI
- 0.73
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Clinical Obstetrics & Gynecology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Menopause: Health Impacts and Treatments
- Health Sciences › Medicine › Psychiatry and Mental health › Sexual function and dysfunction studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Estrogen and related hormone effects
- Keywords
- menopause, hot flashes, vasomotor symptoms, postmenopausal women, early menopause, surgical menopause, estrogen therapy, non-hormonal therapy, gabapentin, selective serotonin reuptake inhibitors, clonidine, methyldopa, complementary and alternative medicine
- MeSH terms
- Aged, Complementary Therapies, Female, Humans, Menopause, Middle Aged, Vasomotor System, Estrogen Replacement Therapy, Treatment Outcome, Selective Serotonin Reuptake Inhibitors, Evidence-Based Medicine, Hot Flashes
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