The DOI matches its Crossref record; 54 of the 55 references it cites were found in a registry or an index.
The Shifting Engines of Medicalization
Abstract
Social scientists and other analysts have written about medicalization since at least the 1970s. Most of these studies depict the medical profession, interprofessional or organizational contests, or social movements and interest groups as the prime movers toward medicalization. This article contends that changes in medicine in the past two decades are altering the medicalization process. Using several case examples, I argue that three major changes in medical knowledge and organization have engendered an important shift in the engines that drive medicalization: biotechnology (especially the pharmaceutical industry and genetics), consumers, and managed care. Doctors are still gatekeepers for medical treatment, but their role has become more subordinate in the expansion or contraction of medicalization. Medicalization is now more driven by commercial and market interests than by professional claims-makers. The definitional center of medicalization remains constant, but the availability of new pharmaceutical and potential genetic treatments are increasingly drivers for new medical categories. This requires a shift in the sociological focus examining medicalization for the twenty-first century.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
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?
In the citing paper
“Conrad (2005) suggested that commercial and market interests, rather than professional expansion, are now key in driving medicalization.”
From Medicalization and the Refashioning of Age-Related Limits on Sexuality (2012) · cites this paper as Conrad (2005)
Citations
Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,845
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2022) · doi:10.1176/appi.books.9780890425787 · Cited by 23,476
From the New York Times Magazine
Minsky, & Hyman, P. (1979) · Cited by 6,899
Medicine as an Institution of Social Control
Zola, I. K. (1972) · The Sociological Review · doi:10.1111/j.1467-954x.1972.tb00220.x · Cited by 1,807
Our posthuman future: consequences of the biotechnology revolution
(2002) · Choice Reviews Online · doi:10.5860/choice.40-0873 · Cited by 1,790
Medicalization and Social Control
Conrad, P. (1992) · Annual Review of Sociology · doi:10.1146/annurev.so.18.080192.001233 · Cited by 1,760
Self-citationJournal of Health and Social Behavior
(1992) · Bioethics · doi:10.1111/j.1467-8519.1992.tb00218.x · Cited by 1,114
The rise of surveillance medicine
Armstrong, D. (1995) · Sociology of Health & Illness · doi:10.1111/1467-9566.ep10933329 · Cited by 1,083
Biomedicalization: Technoscientific Transformations of Health, Illness, and U.S. Biomedicine
Clarke, A. E., Shim, J. K., Mamo, L., Fosket, J. R., & Fishman, J. R. (2003) · American Sociological Review · doi:10.1177/000312240306800201 · Cited by 560
The Discovery of Hyperkinesis: Notes on the Medicalization of Deviant Behavior
Conrad, P. (1975) · Social Problems · doi:10.2307/799624 · Cited by 532
Self-citation
Research works printed but not linked: 18
- British Medical Journal. 2002. Special Issue on Medicalization. 234(7342): 859 926
- Carpiano Richard M., 2001, Sociological Symposium, 21, 441
- Conrad, Peter and Deborah Potter., 2000, Social Problems, 47, 59
- Freidson Eliot, 1970, Profession of Medicine.
- Freudenheim Milt, 2004, New York Times, A9
- Goode Erica, 2002, New York Times, A21
- Grady Denise, 2003, New York Times, D1
- Hartley Heather, 2003, Women's Studies Quarterly, 31, 42
- Healy David, 1998, The Anti-depressant Era.
- Illich Ivan, 1975, Medical Nemesis.
- Inlander Charles B., 1998, Social Policy, 28, 40
- Koerner Brendan I., 2002, Mother Jones, 27, 58
- Light Donald W, 1993, The Changing Medical Profesion: An International Perspective, 69
- Marino Vivian, 2002, New York Times, 4
- Relman Arnold S., 2002, New Republic, 27
- Schulz Kathryn, 2004, New York Times Magazine, 38
- Szasz Thomas, 1970, Manufacture of Madness.
- Tuller David, 2004, New York Times, F1
Cited by
Sorted by citations
Items 101–200 of 999
Revisiting Medicalization: A Critique of the Assumptions of What Counts As Medical Knowledge
Correia, T. (2017) · Frontiers in Sociology · doi:10.3389/fsoc.2017.00014 · Cited by 48
Negotiating intersex: A case for revising the theory of social diagnosis
Jenkins, T. M., & Short, S. E. (2017) · Social Science & Medicine · doi:10.1016/j.socscimed.2016.12.047 · Cited by 55
Medical Adaptation to Academic Pressure
King, M. D., Jennings, J. L., & Fletcher, J. M. (2014) · American Sociological Review · doi:10.1177/0003122414553657 · Cited by 55
The relationship between medical education and trans health disparities: a call to research
Giffort, D. M., & Underman, K. (2016) · Sociology Compass · doi:10.1111/soc4.12432 · Cited by 61
Adams, J. (2012) · Deviant Behavior · doi:10.1080/01639625.2010.548297 · Cited by 54
Moore, J., & Mello, M. M. (2017) · BMJ Quality & Safety · doi:10.1136/bmjqs-2016-005804 · Cited by 54
“This is what the truth is”: Provider-patient interactions serving as barriers to contraception
Berndt, V. K., & Bell, A. V. (2020) · Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine · doi:10.1177/1363459320969775 · Cited by 62
Ólafsdóttir, S., & Pescosolido, B. A. (2011) · Social Science & Medicine · doi:10.1016/j.socscimed.2011.06.029 · Cited by 56
‘Whiteness,’ criminality, and the double standards of deviance/social control
Heitzeg, N. A. (2015) · Contemporary Justice Review · doi:10.1080/10282580.2015.1025630 · Cited by 56
Transformations in the Medicalization of Sex: HIV Prevention between Discipline and Biopolitics
Giami, A., & Perrey, C. (2012) · The Journal of Sex Research · doi:10.1080/00224499.2012.665510 · Cited by 57
Have we seen the geneticisation of society? Expectations and evidence
Weiner, K., Martin, P. A., Richards, M., & Tutton, R. (2017) · Sociology of Health & Illness · doi:10.1111/1467-9566.12551 · Cited by 57
The muddle of medicalization: pathologizing or medicalizing?
Sholl, J. (2017) · Metamedicine · doi:10.1007/s11017-017-9414-z · Cited by 54
Addiction to Cosmetic Surgery: Representations and Medicalization of the Body
Suissa, A. J. (2008) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-008-9164-2 · Cited by 51
Gendering the migraine market: do representations of illness matter?
Kempner, J. (2006) · Social Science & Medicine (1967) · doi:10.1016/j.socscimed.2006.05.001 · Cited by 49
On remedicalisation: male circumcision in the United States and Great Britain
Carpenter, L. M. (2010) · Sociology of Health & Illness · doi:10.1111/j.1467-9566.2009.01233.x · Cited by 50
Negotiating ‘depression’ in primary care: A qualitative study
McPherson, S., & Armstrong, D. (2009) · Social Science & Medicine · doi:10.1016/j.socscimed.2009.05.032 · Cited by 50
Shyness Versus Social Phobia in US Youth
Burstein, M., Ameli-Grillon, L., & Merikangas, K. R. (2011) · PEDIATRICS · doi:10.1542/peds.2011-1434 · Cited by 55
Reich, J. A. (2020) · American Sociological Review · doi:10.1177/0003122419899604 · Cited by 52
Pazandeh, F., Potrata, B., Huss, R., Hirst, J., & House, A. O. (2017) · Midwifery · doi:10.1016/j.midw.2017.07.001 · Cited by 49
Harvey, K. (2013) · Social Semiotics · doi:10.1080/10350330.2013.777596 · Cited by 47
Bradby, H. (2014) · Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine · doi:10.1177/1363459314524803 · Cited by 47
Horwitz, A. V. (2011) · Society and Mental Health · doi:10.1177/2156869310393986 · Cited by 55
Gambrill, E. D. (2013) · Research on Social Work Practice · doi:10.1177/1049731513499411 · Cited by 47
Work and Unemployment as Stressors
Lennon, M. C., & Limonic, L. (2009) · Cambridge University Press eBooks · doi:10.1017/cbo9780511984945.015 · Cited by 46
Clarke, A. E., & Shim, J. K. (2009) · SALUTE E SOCIETÀ · doi:10.3280/ses2009-en2014 · Cited by 46
Framing disease: The example of female hypoactive sexual desire disorder
Jutel, A. (2010) · Social Science & Medicine · doi:10.1016/j.socscimed.2009.11.040 · Cited by 48
Education and Physical Health Trajectories in Later Life: A Comparative Study
Leopold, L. (2018) · Demography · doi:10.1007/s13524-018-0674-7 · Cited by 48
Reczek, C., Gebhardt-Kram, L., Kissling, A., & Umberson, D. (2018) · Journal of Health and Social Behavior · doi:10.1177/0022146518808718 · Cited by 46
Labeling, Looping, and Social Control: Contextualizing Diagnosis in Mental Health Care
Dobransky, K. M. (2011) · Advances in medical sociology · doi:10.1108/s1057-6290(2011)0000012010 · Cited by 44
Mendoza, S., Rivera-Cabrero, A. S., & Hansen, H. (2016) · Transcultural Psychiatry · doi:10.1177/1363461516660884 · Cited by 45
Producing facts: Empirical asexuality and the scientific study of sex
Przybyło, E. (2012) · Feminism & Psychology · doi:10.1177/0959353512443668 · Cited by 43
Hansen, H., & Skinner, M. E. (2012) · Annals of Anthropological Practice · doi:10.1111/j.2153-9588.2012.01098.x · Cited by 43
Khanh, N. T. (2022) · Cleaner and Responsible Consumption · doi:10.1016/j.clrc.2022.100055 · Cited by 43
Penders, B., & Nelis, A. (2011) · Science in Context · doi:10.1017/s0269889711000202 · Cited by 43
Clarke, J. N., & van Amerom, G. (2007) · Disability & Society · doi:10.1080/09687590701659618 · Cited by 43
Managing the allergy and asthma epidemic in 2020s—Lessons from the Finnish experience
Haahtela, T., Jantunen, J., Saarinen, K., Tommila, E., Valovirta, E. J., Vasankari, T., & Mäkelä, M. J. (2022) · Allergy · doi:10.1111/all.15266 · Cited by 45
Epigenetics in the Neoliberal “Regime of Truth”
Dupras, C., & Ravitsky, V. (2015) · The Hastings Center Report · doi:10.1002/hast.522 · Cited by 43
Uncertain and under Quarantine: Toward a Sociology of Medical Ignorance
Whooley, O., & Barker, K. K. (2021) · Journal of Health and Social Behavior · doi:10.1177/00221465211009202 · Cited by 41
The Sociological Study of Mental Illness: A Critique and Synthesis of Four Perspectives
Horwitz, A. V. (2012) · Handbooks of sociology and social research · doi:10.1007/978-94-007-4276-5_6 · Cited by 45
From sickness to badness: The criminalization of HIV in Michigan
Hoppe, T. (2013) · Social Science & Medicine · doi:10.1016/j.socscimed.2013.11.007 · Cited by 41
Gender differences in approaches to self-management of poor sleep in later life
Venn, S., Meadows, R. P., & Arber, S. (2012) · Social Science & Medicine · doi:10.1016/j.socscimed.2012.09.037 · Cited by 41
Buffel, V., Beckfield, J., & Bracke, P. (2017) · Journal of Health and Social Behavior · doi:10.1177/0022146517716232 · Cited by 40
Medicalization, Direct-to-Consumer Advertising, and Mental Illness Stigma
Payton, A. R., & Thoits, P. A. (2011) · Society and Mental Health · doi:10.1177/2156869310397959 · Cited by 42
The end of drugging children: Toward the genealogy of the ADHD subject
Comstock, E. J. (2011) · Journal of the History of the Behavioral Sciences · doi:10.1002/jhbs.20471 · Cited by 41
Quintero, G., & Nichter, M. (2011) · Wiley eBooks · doi:10.1002/9781444395303.ch17 · Cited by 40
A Handbook for the Study of Mental Health
(2017) · Cambridge University Press eBooks · doi:10.1017/9781316471289 · Cited by 43
What does an e-mail address add? - Doing health and technology at home
Andreassen, H. (2010) · Social Science & Medicine · doi:10.1016/j.socscimed.2010.11.026 · Cited by 40
Horwitz, A. V. (2009) · Cambridge University Press eBooks · doi:10.1017/cbo9780511984945.004 · Cited by 40
Performing informed consent in transgender medicine
Shuster, S. M. (2019) · Social Science & Medicine · doi:10.1016/j.socscimed.2019.02.053 · Cited by 36
‘We are the canary in a coal mine’: Establishing a disease category and a new health risk
de Graaff, B., & Bröer, C. (2012) · Health Risk & Society · doi:10.1080/13698575.2012.661040 · Cited by 36
Climacteric Redux?: (Re)medicalizing the Male Menopause
Marshall, B. L. (2007) · Men and Masculinities · doi:10.1177/1097184x05284224 · Cited by 36
Medicalization of global health 3: the medicalization of the non-communicable diseases agenda
Clark, J. (2014) · Global Health Action · doi:10.3402/gha.v7.24002 · Cited by 36
Medicalização: uma crítica (im)pertinente? Introdução
Carvalho, S. R., Rodrigues, C. C. D. O., da Costa, F. D., & de Andrade, H. S. (2015) · Physis Revista de Saúde Coletiva · doi:10.1590/s0103-73312015000400011 · Cited by 35
Exploding asthma and ADHD caseloads: The role of medicaid managed care
Chorniy, A., Currie, J., & Sonchak, L. (2018) · Journal of Health Economics · doi:10.1016/j.jhealeco.2018.04.002 · Cited by 35
The DSM and Professional Practice
Halpin, M. (2016) · Journal of Health and Social Behavior · doi:10.1177/0022146516645637 · Cited by 34
The Importance of Social Cues for Discretionary Health Services Utilization: The Case of Infertility
Greil, A. L., Shreffler, K. M., Johnson, K. M., McQuillan, J., & Slauson‐Blevins, K. S. (2012) · Sociological Inquiry · doi:10.1111/soin.12000 · Cited by 34
Chronic Victims, Risky Women: Domestic Violence Advocacy and the Medicalization of Abuse
Sweet, P. L. (2015) · Signs · doi:10.1086/681772 · Cited by 34
Animals, veterinarians and the sociology of diagnosis
Hobson‐West, P., & Jutel, A. (2019) · Sociology of Health & Illness · doi:10.1111/1467-9566.13017 · Cited by 34
Ho, A. (2023) · doi:10.1093/med/9780197556269.001.0001 · Cited by 35
IS THERE SUCH A THING AS AN ONLINE HEALTH LIFESTYLE?
Hale, T. M. (2013) · Information Communication & Society · doi:10.1080/1369118x.2013.777759 · Cited by 34
Clarke, J. N. (2011) · Health Risk & Society · doi:10.1080/13698575.2011.624178 · Cited by 34
Klingemann, J. I. (2010) · Addiction Research & Theory · doi:10.3109/16066359.2010.520771 · Cited by 34
Lynch, C., Holman, C. D. J., & Moorin, R. E. (2007) · Australian Health Review · doi:10.1071/ah070571 · Cited by 33
Clarke, J. N., & van Amerom, G. (2007) · Health & Social Care in the Community · doi:10.1111/j.1365-2524.2007.00731.x · Cited by 33
‘Our Diagnoses, Our Selves’: The Rise of the Technoscientific Illness Identity
Sulik, G. A. (2011) · Sociology Compass · doi:10.1111/j.1751-9020.2011.00374.x · Cited by 33
Men's involvement in antenatal screening: A qualitative pilot study using e-mail
Williams, R. A., Dheensa, S., & Metcalfe, A. (2011) · Midwifery · doi:10.1016/j.midw.2010.09.004 · Cited by 33
Prosthetic Surveillance: The medical governance of healthy bodies in cyberspace
Rich, E., & Miah, A. (2009) · Surveillance & Society · doi:10.24908/ss.v6i2.3256 · Cited by 33
Handbook of Medical Sociology, Sixth Edition
Conrad, P., Bird, C., Fremont, A., & Timmermans, S. (2010) · Vanderbilt University Press eBooks · doi:10.2307/j.ctv16h2n9s · Cited by 37
Prosen, M., & Krajnc, M. T. (2018) · Women and Birth · doi:10.1016/j.wombi.2018.06.018 · Cited by 33
Diagnosing the Criminal Addict: Biochemistry in the Service of the State
Whetstone, S., & Gowan, T. (2011) · Advances in medical sociology · doi:10.1108/s1057-6290(2011)0000012018 · Cited by 31
`I'd rather not take Prozac': stigma and commodification in antidepressant consumer narratives
Smardon, R. (2007) · Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine · doi:10.1177/1363459307083698 · Cited by 31
Selling slumber: American neoliberalism and the medicalization of sleeplessness
Barbee, H., Moloney, M., & Konrad, T. R. (2018) · Sociology Compass · doi:10.1111/soc4.12622 · Cited by 38
Does Intra-household Contagion Cause an Increase in Prescription Opioid Use?
de Vaan, M., & Stuart, T. E. (2019) · American Sociological Review · doi:10.1177/0003122419857797 · Cited by 32
Toward Structural Competency in Emergency Medical Education
Salhi, B. A., Tsai, J. W., Druck, J., Ward‐Gaines, J., White, M. H., & Lopez, B. L. (2019) · AEM Education and Training · doi:10.1002/aet2.10416 · Cited by 33
The pursuit of preventive care for chronic illness: turning healthy people into chronic patients
Kreiner, M. J., & Hunt, L. M. (2013) · Sociology of Health & Illness · doi:10.1111/1467-9566.12115 · Cited by 32
Representations of Cosmetic Surgery and Emotional Health in Women's Magazines in Canada
Polonijo, A. N., & Carpiano, R. M. (2008) · Women s Health Issues · doi:10.1016/j.whi.2008.07.004 · Cited by 32
Nichtwissenskommunikation in den Wissenschaften
Janich, N., Nordmann, A., & Schebek, L. (2012) · Peter Lang D eBooks · doi:10.3726/b14164 · Cited by 31
Koka, E., Yeboah‐Manu, D., Okyere, D., Adongo, P. B., & Ahorlu, C. (2016) · PLoS neglected tropical diseases · doi:10.1371/journal.pntd.0004825 · Cited by 31
The medicalization and demedicalization of kink: Shifting contexts of sexual politics
Lin, K. (2016) · Sexualities · doi:10.1177/1363460716651420 · Cited by 31
Social Entrepreneurship in Communities
Heinze, K. L., Banaszak‐Holl, J., & Babiak, K. M. (2016) · Nonprofit Management and Leadership · doi:10.1002/nml.21198 · Cited by 45
Transforming Patient Compliance Research in an Era of Biomedicalization
Spencer, K. L. (2018) · Journal of Health and Social Behavior · doi:10.1177/0022146518756860 · Cited by 30
Patients attitudes towards sleep disturbances during chemotherapy
Romito, F., Cormio, C., Padova, S. D., Lorusso, V., Berio, M. A., Fimiani, F., Piattelli, A., Palazzo, S., Abram, G., Dudine, L., et al. (2013) · European Journal of Cancer Care · doi:10.1111/ecc.12106 · Cited by 31
The Dubious Enhancement: Making South Korea a Plastic Surgery Nation
Leem, S. (2016) · East Asian Science Technology and Society An International Journal · doi:10.1215/18752160-3325203 · Cited by 27
Sexual Medicine, Sexual Bodies and the ‘Pharmaceutical Imagination’
Marshall, B. (2009) · Science as Culture · doi:10.1080/09505430902885466 · Cited by 28
Les multiples facettes de la médicalisation du social
Collin, J., & Suissa, A. J. (2007) · Nouvelles pratiques sociales · doi:10.7202/016048ar · Cited by 29
Swallow, J. (2019) · Sociology of Health & Illness · doi:10.1111/1467-9566.13016 · Cited by 29
Parenting Children Living With Type 1 Diabetes
Nurmi, M. A., & Stieber-Roger, K. (2012) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721712446636 · Cited by 34
Science and Suffering: Genetics and the Lived Experience of Illness
Halpin, M. (2017) · Social Problems · doi:10.1093/socpro/spw057 · Cited by 28
Corporate Logic in Clinical Care: The Case of Diabetes Management
Hunt, L. M., Bell, H. S., Martinez‐Hume, A. C., Odumosu, F., & Howard, H. (2019) · Medical Anthropology Quarterly · doi:10.1111/maq.12533 · Cited by 29
Brexit anxiety: a case study in the medicalization of dissent
Degerman, D. (2018) · Critical Review of International Social and Political Philosophy · doi:10.1080/13698230.2018.1438334 · Cited by 28
Navigating the uncertainties of screening: the contribution of social theory
Armstrong, N. (2018) · Social Theory & Health · doi:10.1057/s41285-018-0067-4 · Cited by 28
INFANT FEEDING IN THE MODERN WORLD: MEDICALIZATION AND THE MATERNAL BODY
Wallace, L. E., & Chason, H. (2007) · Sociological Spectrum · doi:10.1080/02732170701335046 · Cited by 28
Clarke, J. N. (2009) · Culture Health & Sexuality · doi:10.1080/13691050902780776 · Cited by 28
When Doctors Don't Tie: Hierarchical Medicalization, Reproduction, and Sterilization in Brazil
Edu, U. F. (2018) · Medical Anthropology Quarterly · doi:10.1111/maq.12475 · Cited by 27
Law, Morality, and Health Care Professionals: A Multilevel Framework
Chiarello, E. (2019) · Annual Review of Law and Social Science · doi:10.1146/annurev-lawsocsci-101518-042853 · Cited by 27
Khabsa, J., Semaan, A. T., El‐Harakeh, A., Khamis, A. M., Obeid, S., Noureldine, H. A., & Akl, E. A. (2019) · Health Expectations · doi:10.1111/hex.13013 · Cited by 27
New Connections: Towards a Gender-Inclusive Approach to Women's and Men's Health
Annandale, E. C., & Riska, E. (2009) · Current Sociology · doi:10.1177/0011392109103097 · Cited by 32
McGann, P., & Hutson, D. J. (2011) · doi:10.1108/s1057-6290(2011)12 · Cited by 27
Representations of Autism in US Magazines for Women in Comparison to the General Audience
Clarke, J. N. (2011) · Journal of Children and Media · doi:10.1080/17482798.2011.587143 · Cited by 31
Private and Public Ageing in the UK
Ballard, K. D., Elston, M. A., & Gabe, J. (2009) · Current Sociology · doi:10.1177/0011392108099166 · Cited by 27
Metadata
- Authors
- Conrad, P.
- Affiliations
- Brandeis University (US)
- Corresponding author
- Conrad, Peter
- Venue
- Journal of Health and Social Behavior
- Publisher
- SAGE Publications
- Published
- 2005-03
- Volume
- 46
- Issue
- 1
- Pages
- 3-14
- ISSN
- 0022-1465 (ISSN-L)
- 2150-6000
- OpenAlex
- W2089325836
- Cited by
- 1,074
- References
- 55
- Citations by year
- 2026: 53 · 2025: 45 · 2024: 43 · 2023: 69 · 2022: 67 · 2021: 56 · 2020: 65 · 2019: 63 · 2018: 45 · 2017: 88 · 2016: 51 · 2015: 64 · 2014: 52 · 2013: 46 · 2012: 62
- FWCI
- 44.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Health and Social Behavior (publishedVersion)
- PubMed (publishedVersion)
- Research Portal (Queen's University Belfast) (submittedVersion)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health, Medicine and Society
- Social Sciences › Arts and Humanities › History and Philosophy of Science › Medicine, History, and Philosophy
- Health Sciences › Health Professions › Medical Terminology › Medical Research and Practices
- Keywords
- medicalization, pharmaceutical industry, biotechnology, managed care, consumer health, medical knowledge, medical organizations, commercialization of medicine, medical categories, gatekeeping, medical profession
- MeSH terms
- Mental Disorders, Biotechnology, Consumer Advocacy, Delivery of Health Care, Drug Industry, Humans, Managed Care Programs, United States, Gatekeeping
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