The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Personality disorders and the five factor model of personality
Abstract
Data from three normal samples were used to examine links between personality disorder scales and measures of the five-factor model of personality. In the first study, self-reports, spouse ratings, and peer ratings on the NEO Personality Inventory (NEO-PI), a measure of the five basic factors of personality, were correlated with MMPI personality disorder scales in a sample of 297 adult volunteers. In the second study, self-reports on the NEO-PI were correlated with Millon Clinical Multiaxial Inventory (MCMI-I) scales in a sample of 207 adults; self-reports on the MCMI-II were examined in a sample of 62 students. Results generally replicated the findings of Wiggins and Pincus (1990), suggesting that the five-factor model encompasses dimensions of both normal and abnormal personality. Distinctions between the MMPI, MCMI-I, and MCMI-II scales are examined in light of the model, and suggestions are made for integrating traditional personality trait models with psychiatric conceptions of disorder.
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
“Research has shown that the NEO-FFI is sufficiently reliable (alpha coefficients vary between 0.68 and 0.86). Also the construct and concurrent validity has been well documented [45-46].”
From Cognitive behavior therapy in patients with chronic fatigue syndrome: The role of illness acceptance and neuroticism. (2013) · cites this paper as [46]
Citations
Cites
Shyness: Introversion or neuroticism?
Briggs, S. R. (1988) · Journal of Research in Personality · doi:10.1016/0092-6566(88)90031-1 · Cited by 107
Cited by
Sorted by citations
A psychobiological model of temperament and character
Cloninger, C. R. (1993) · Archives of General Psychiatry · doi:10.1001/archpsyc.1993.01820240059008 · Cited by 5,458
Normal personality assessment in clinical practice: the NEO personality inventory
Costa, P. T., & McCrae, R. R. (1992) · Psychological Assessment · doi:10.1037/1040-3590.4.1.5 · Cited by 3,414
Self-citationThe Mini-IPIP Scales: Tiny-yet-effective measures of the Big Five Factors of Personality.
Donnellan, M. B., Oswald, F. L., Baird, B. M., & Lucas, R. E. (2006) · Psychological Assessment · doi:10.1037/1040-3590.18.2.192 · Cited by 2,442
Public health significance of neuroticism
Lahey, B. B. (2009) · American Psychologist · doi:10.1037/a0015309 · Cited by 1,901
Initial construction of a maladaptive personality trait model and inventory for DSM-5
Krueger, R. F., Derringer, J., Markon, K. E., Watson, D., & Skodol, A. E. (2012) · Psychological Medicine · doi:10.1017/s0033291711002674 · Cited by 1,908
A contrarian view of the five-factor approach to personality description.
Block, J. (1995) · Psychological Bulletin · doi:10.1037/0033-2909.117.2.187 · Cited by 1,682
Social Withdrawal in Childhood
Rubin, K. H., Coplan, R. J., & Bowker, J. C. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163642 · Cited by 1,503
Psychopathy as a Clinical and Empirical Construct
Hare, R. D., & Neumann, C. S. (2007) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.3.022806.091452 · Cited by 1,583
The job demands–resources model: challenges for future research.
Demerouti, E., & Bakker, A. B. (2011) · SA Journal of Industrial Psychology · doi:10.4102/sajip.v37i2.974 · Cited by 1,426
Facet Scales for Agreeableness and Conscientiousness: A Revision of the NEO Personality Inventory
Costa, P. T., McCrae, R. R., & Dye, D. A. (1991) · Personality and Individual Differences · doi:10.1016/0191-8869(91)90177-d · Cited by 1,392
Self-citationNarcissistic admiration and rivalry: disentangling the bright and dark sides of narcissism.
Back, M. D., Küfner, A. C. P., Dufner, M., Gerlach, T. M., Rauthmann, J. F., & Denissen, J. J. A. (2013) · Journal of Personality and Social Psychology · doi:10.1037/a0034431 · Cited by 1,255
Schmitt, D. P., Allik, J., McCrae, R. R., & Benet-Martínez, V. (2007) · Journal of Cross-Cultural Psychology · doi:10.1177/0022022106297299 · Cited by 1,222
Self-citationDelineating the Structure of Normal and Abnormal Personality: An Integrative Hierarchical Approach.
Markon, K. E., Krueger, R. F., & Watson, D. (2005) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.88.1.139 · Cited by 1,249
Testing for Factorial Invariance in the Context of Construct Validation
Dimitrov, D. M. (2010) · Measurement and Evaluation in Counseling and Development · doi:10.1177/0748175610373459 · Cited by 1,275
Genes, evolution, and personality
Bouchard, T. J., & Loehlin, J. C. (2001) · Behavior Genetics · doi:10.1023/a:1012294324713 · Cited by 1,085
Age-related differences and change in positive and negative affect over 23 years.
Charles, S. T., Reynolds, C. A., & Gatz, M. (2001) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.80.1.136 · Cited by 1,049
Samuel, D. B., & Widiger, T. A. (2008) · Clinical Psychology Review · doi:10.1016/j.cpr.2008.07.002 · Cited by 1,018
The sociobiology of sociopathy: An integrated evolutionary model
Mealey, L. (1995) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00039595 · Cited by 1,009
Plate tectonics in the classification of personality disorder: Shifting to a dimensional model.
Widiger, T. A., & Trull, T. J. (2007) · American Psychologist · doi:10.1037/0003-066x.62.2.71 · Cited by 957
The five-factor model and personality disorder empirical literature: A meta-analytic review
Saulsman, L. M., & Page, A. C. (2004) · Clinical Psychology Review · doi:10.1016/j.cpr.2002.09.001 · Cited by 915
Narcissism, Self-Esteem, and the Positivity of Self-Views: Two Portraits of Self-Love
Campbell, W. K., Rudich, E. A., & Sedikides, C. (2002) · Personality and Social Psychology Bulletin · doi:10.1177/0146167202286007 · Cited by 866
Construct validity of the need to belong scale: mapping the nomological network
Leary, M. R., Kelly, K. M., Cottrell, C. A., & Schreindorfer, L. S. (2013) · Journal of Personality Assessment · doi:10.1080/00223891.2013.819511 · Cited by 855
Lee, K., & Ashton, M. C. (2005) · Personality and Individual Differences · doi:10.1016/j.paid.2004.09.016 · Cited by 830
Clark, L. A. (2006) · Annual Review of Psychology · doi:10.1146/annurev.psych.57.102904.190200 · Cited by 834
Joiner, T. E., Van Orden, K. A., Witte, T. K., Selby, E. A., Ribeiro, J. D., Lewis, R., & Rudd, M. D. (2009) · Journal of Abnormal Psychology · doi:10.1037/a0016500 · Cited by 814
Early identification of chronic offenders: Who is the fledgling psychopath?
Lynam, D. R. (1996) · Psychological Bulletin · doi:10.1037/0033-2909.120.2.209 · Cited by 833
Temperament as a unifying basis for personality and psychopathology.
Clark, L. A. (2005) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.114.4.505 · Cited by 796
The borderline diagnosis I: psychopathology, comorbidity, and personaltity structure
Skodol, A. E., Gunderson, J. G., Pfohl, B., Widiger, T. A., Livesley, W. J., & Siever, L. J. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01324-0 · Cited by 769
Švrakić, D. M. (1993) · Archives of General Psychiatry · doi:10.1001/archpsyc.1993.01820240075009 · Cited by 767
Widiger, T. A., & Samuel, D. B. (2005) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.114.4.494 · Cited by 752
Are normal narcissists psychologically healthy?: Self-esteem matters.
Sedikides, C., Rudich, E. A., Gregg, A. P., Kumashiro, M., & Rusbult, C. (2004) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.87.3.400 · Cited by 735
Lynam, D. R., & Widiger, T. A. (2001) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.110.3.401 · Cited by 688
Malouff, J. M., Thorsteinsson, E., & Schutte, N. S. (2005) · Journal of Psychopathology and Behavioral Assessment · doi:10.1007/s10862-005-5384-y · Cited by 681
Personality and aggressive behavior under provoking and neutral conditions: A meta-analytic review.
Bettencourt, B. A., Talley, A. E., Benjamin, A. J., & Valentine, J. C. (2006) · Psychological Bulletin · doi:10.1037/0033-2909.132.5.751 · Cited by 713
Krueger, R. F., Caspi, A., Moffitt, T. E., & Silva, P. A. (1998) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.107.2.216 · Cited by 662
Phenotypic and Genetic Structure of Traits Delineating Personality Disorder
Livesley, W. J., Jang, K. L., & Vernon, P. A. (1998) · Archives of General Psychiatry · doi:10.1001/archpsyc.55.10.941 · Cited by 661
Brown, T. A., & Barlow, D. H. (2009) · Psychological Assessment · doi:10.1037/a0016608 · Cited by 639
Development and validation of a brief form of the multidimensional personality questionnaire
Patrick, C. J., Curtin, J. J., & Tellegen, A. (2002) · Psychological Assessment · doi:10.1037/1040-3590.14.2.150 · Cited by 647
Alternative Dimensional Models of Personality Disorder: Finding a Common Ground
Widiger, T. A., & Simonsen, E. H. (2005) · Journal of Personality Disorders · doi:10.1521/pedi.19.2.110.62628 · Cited by 654
Toward a Geography of Personality Traits
Allik, J., & McCrae, R. (2004) · Journal of Cross-Cultural Psychology · doi:10.1177/0022022103260382 · Cited by 683
Self-citationIs Perfectionism Good, Bad, or Both? Examining Models of the Perfectionism Construct
Bieling, P. J., Israeli, A. L., & Antony, M. M. (2004) · Personality and Individual Differences · doi:10.1016/s0191-8869(03)00235-6 · Cited by 630
Categorical and Dimensional Models of Personality Disorder
Trull, T. J., & Durrett, C. A. (2004) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.1.102803.144009 · Cited by 616
Vulnerability to psychopathology: A biosocial model.
Zuckerman, M. (1999) · American Psychological Association eBooks · doi:10.1037/10316-000 · Cited by 620
Krueger, R. F., & Markon, K. E. (2013) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032813-153732 · Cited by 605
Paulhus, D. L., & John, O. P. (1998) · Journal of Personality · doi:10.1111/1467-6494.00041 · Cited by 853
Trapnell, P. D., & Campbell, J. D. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.2.284 · Cited by 1,646
Miller, J. D., Lynam, D. R., Widiger, T. A., & Leukefeld, C. G. (2001) · Journal of Personality · doi:10.1111/1467-6494.00144 · Cited by 577
Personality correlates of self-esteem
Robins, R. W., Tracy, J. L., Trzesniewski, K., Potter, J., & Gosling, S. D. (2001) · Journal of Research in Personality · doi:10.1006/jrpe.2001.2324 · Cited by 564
Empirical and Theoretical Status of the Five-Factor Model of Personality Traits
McCrae, R. R., & Costa, P. T. (2008) · SAGE Publications Ltd eBooks · doi:10.4135/9781849200462.n13 · Cited by 581
Self-citationSTRUCTURAL MODELS OF PERSONALITY AND THEIR RELATION TO ANTISOCIAL BEHAVIOR: A META‐ANALYTIC REVIEW*
Miller, J. D., & Lynam, D. R. (2001) · Criminology · doi:10.1111/j.1745-9125.2001.tb00940.x · Cited by 556
Personality Psychology and Economics
Almlund, M., Duckworth, A. L., Heckman, J., & Kautz, T. (2011) · National Bureau of Economic Research · doi:10.3386/w16822 · Cited by 540
Matthews, G., Deary, I. J., & Whiteman, M. C. (2003) · Cambridge University Press eBooks · doi:10.1017/cbo9780511812736 · Cited by 557
Cyders, M. A., & Coskunpinar, A. (2011) · Clinical Psychology Review · doi:10.1016/j.cpr.2011.06.001 · Cited by 580
The Big Five Personality Traits and the Life Course: A 45-Year Longitudinal Study
Soldz, S., & Vaillant, G. (1999) · Journal of Research in Personality · doi:10.1006/jrpe.1999.2243 · Cited by 544
Pursuing the psychopath: Capturing the fledgling psychopath in a nomological net.
Lynam, D. R. (1997) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.106.3.425 · Cited by 527
Personality and self reported mobile phone use
Butt, S., & Phillips, J. G. (2007) · Computers in Human Behavior · doi:10.1016/j.chb.2007.01.019 · Cited by 520
Machiavellianism and psychopathy.
McHoskey, J. W., Worzel, W. P., & Szyarto, C. (1998) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.74.1.192 · Cited by 501
McCrae, R. R., Costa, P. T., Terracciano, A., Parker, W. D., Mills, C. J., De Fruyt, F., & Mervielde, I. (2002) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.83.6.1456 · Cited by 499
Miller, J. D., & Lynam, D. R. (2011) · Personality Disorders Theory Research and Treatment · doi:10.1037/a0024567 · Cited by 471
De Fruyt, F., Van De Wiele, L., & Van Heeringen, C. (2000) · Personality and Individual Differences · doi:10.1016/s0191-8869(99)00204-4 · Cited by 455
Clark, L. A., Watson, D., & Reynolds, S. (1995) · Annual Review of Psychology · doi:10.1146/annurev.ps.46.020195.001005 · Cited by 458
Studying the clinician: judgment research and psychological assessment
Garb, H. N. (1999) · Choice Reviews Online · doi:10.5860/choice.36-3045 · Cited by 444
Personality and personality disorders.
Widiger, T. A., & Costa, P. T. (1994) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.103.1.78 · Cited by 442
Self-citationA Dual Process Model of Perfectionism Based on Reinforcement Theory
Slade, P. D., & Owens, R. G. (1998) · Behavior Modification · doi:10.1177/01454455980223010 · Cited by 440
Trull, T. J., & Sher, K. J. (1994) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.103.2.350 · Cited by 425
Five-Factor Model personality profiles of drug users
Terracciano, A., Löckenhoff, C. E., Crum, R. M., Bienvenu, O. J., & Costa, P. T. (2008) · BMC Psychiatry · doi:10.1186/1471-244x-8-22 · Cited by 424
Self-citationToo much of a good thing: Curvilinear relationships between personality traits and job performance.
Le, H., Oh, I., Robbins, S. B., Ilieș, R., Holland, E., & Westrick, P. A. (2010) · Journal of Applied Psychology · doi:10.1037/a0021016 · Cited by 462
The Perils of Partialling: Cautionary Tales from Aggression and Psychopathy
Lynam, D. R., Hoyle, R. H., & Newman, J. P. (2006) · Assessment · doi:10.1177/1073191106290562 · Cited by 402
The Five-Factor Narcissism Inventory: A Five-Factor Measure of Narcissistic Personality Traits
Glover, N., Miller, J. D., Lynam, D. R., Crego, C., & Widiger, T. A. (2012) · Journal of Personality Assessment · doi:10.1080/00223891.2012.670680 · Cited by 393
Psychopathy, antisocial personality, and suicide risk.
Verona, E., Patrick, C. J., & Joiner, T. E. (2001) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.110.3.462 · Cited by 395
The borderline diagnosis II: biology, genetics, and clinical course
Skodol, A. E., Siever, L. J., Livesley, W. J., Gunderson, J. G., PFOHL, B. M., & Widiger, T. A. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01325-2 · Cited by 391
Personality: Structure And Assessment
Wiggins, J. S., & Pincus, A. L. (1992) · Annual Review of Psychology · doi:10.1146/annurev.ps.43.020192.002353 · Cited by 393
Krueger, R. F., McGue, M. K., & Iacono, W. G. (2001) · Personality and Individual Differences · doi:10.1016/s0191-8869(00)00106-9 · Cited by 382
Differentiating the Dark Triad Within the Interpersonal Circumplex
Jones, D. N., & Paulhus, D. L. (2010) · Wiley eBooks · doi:10.1002/9781118001868.ch15 · Cited by 379
Outcome in psychogenic nonepileptic seizures: 1 to 10‐year follow‐up in 164 patients
Reuber, M., Pukrop, R., Bauer, J., Helmstaedter, C., Tessendorf, N., & Elger, C. (2003) · Annals of Neurology · doi:10.1002/ana.3000 · Cited by 392
John, O. P., Caspi, A., Robins, R. W., Moffitt, T. E., & Stouthamer-Loeber, M. (1994) · Child Development · doi:10.1111/j.1467-8624.1994.tb00742.x · Cited by 460
Pauw, S. S. W. D., & Mervielde, I. (2010) · Child Psychiatry & Human Development · doi:10.1007/s10578-009-0171-8 · Cited by 397
Kwapil, T. R., Barrantes‐Vidal, N., & Silvia, P. J. (2007) · Schizophrenia Bulletin · doi:10.1093/schbul/sbm098 · Cited by 345
Estimating Facets of Psychopathy From Normal Personality Traits
Benning, S. D., Patrick, C. J., Blonigen, D. M., Hicks, B. M., & Iacono, W. G. (2005) · Assessment · doi:10.1177/1073191104271223 · Cited by 362
Predicting Dimensions of Personality Disorder From Domains and Facets of the Five Factor Model
Reynolds, S. K., & Clark, L. A. (2001) · Journal of Personality · doi:10.1111/1467-6494.00142 · Cited by 334
Lee, K., & Ashton, M. C. (2006) · Psychological Assessment · doi:10.1037/1040-3590.18.2.182 · Cited by 334
Schmitt, D. P. (2004) · European Journal of Personality · doi:10.1002/per.520 · Cited by 331
O’Boyle, E. H., Forsyth, D. R., Banks, G. C., Story, P. A., & White, C. D. (2014) · Journal of Personality · doi:10.1111/jopy.12126 · Cited by 328
Plaisant, O., Courtois, R., Réveillère, C., Mendelsohn, G. A., & John, O. P. (2009) · Annales Médico-psychologiques revue psychiatrique · doi:10.1016/j.amp.2009.09.003 · Cited by 326
Schizotypy: looking back and moving forward
Kwapil, T. R., & Barrantes-Vidal, N. (2015) · Schizophrenia Bulletin · doi:10.1093/schbul/sbu186 · Cited by 387
Personality and Psychopathology: An Application of the Five‐Factor Model
Widiger, T. A., & Trull, T. J. (1992) · Journal of Personality · doi:10.1111/j.1467-6494.1992.tb00977.x · Cited by 323
Psychopathy and Offending From Adolescence to Adulthood: A 10-Year Follow-Up.
Gretton, H. M., Hare, R. D., & Catchpole, R. E. H. (2004) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.72.4.636 · Cited by 322
Verheul, R., Andrea, H., Berghout, C. C., Dolan, C. V., Busschbach, J. J. V., van der Kroft, P. J. A., BATEMAN, A. W., & Fonagy, P. (2008) · Psychological Assessment · doi:10.1037/1040-3590.20.1.23 · Cited by 318
The genetics and evolution of the general factor of personality
Rushton, J. P., Bons, T. A., & Hur, Y. (2008) · Journal of Research in Personality · doi:10.1016/j.jrp.2008.03.002 · Cited by 314
A genetic factor explains most of the variation in the psychopathic personality.
Larsson, H., Andershed, H., & Lichtenstein, P. (2006) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.115.2.221 · Cited by 316
A Factor Structure of Wellness: Theory, Assessment, Analysis, and Practice
Hattie, J., Myers, J. E., & Sweeney, T. J. (2004) · Journal of Counseling & Development · doi:10.1002/j.1556-6678.2004.tb00321.x · Cited by 292
Parents' Personality and Infants' Temperament as Contributors to Their Emerging Relationship.
Kochanska, G., Friesenborg, A. E., Lange, L. A., & Martel, M. M. (2004) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.86.5.744 · Cited by 313
Miller, J. D., Lynam, D. R., McCain, J. L., Few, L. R., Crego, C., Widiger, T. A., & Campbell, W. K. (2016) · Journal of Personality Disorders · doi:10.1521/pedi_2015_29_177 · Cited by 287
On Construct Validity: Issues of Method and Measurement.
Smith, G. T. (2005) · Psychological Assessment · doi:10.1037/1040-3590.17.4.396 · Cited by 321
Genome-wide association scan for five major dimensions of personality
Terracciano, A., Sanna, S., Uda, M., Deiana, B., Usala, G., Busonero, F., Maschio, A., Scally, M., Patriciu, N. S., Chen, W.-M., et al. (2008) · Molecular Psychiatry · doi:10.1038/mp.2008.113 · Cited by 295
Self-citationStory, G. W., Vlaev, I., Seymour, B., Darzi, A. W., & Dolan, R. J. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00076 · Cited by 304
Personality and psychopathology: working toward the bigger picture.
Krueger, R. F., & Tackett, J. L. (2003) · Journal of Personality Disorders · doi:10.1521/pedi.17.2.109.23986 · Cited by 282
Psychopathy, treatment involvement, and subsequent violence among civil psychiatric patients.
Skeem, J. L., Monahan, J. T., & Mulvey, E. P. (2002) · Law and Human Behavior · doi:10.1023/a:1020993916404 · Cited by 282
Narcissistic personality disorder: relations with distress and functional impairment
Miller, J. D., Campbell, W. K., & Pilkonis, P. A. (2007) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2006.10.003 · Cited by 278
Big five dimensions and ADHD symptoms: links between personality traits and clinical symptoms
Nigg, J. T., John, O. P., Blaskey, L. G., Huang-Pollock, C. L., Willcutt, E. G., Hinshaw, S. P., & Pennington, B. (2002) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.83.2.451 · Cited by 315
Metadata
- Authors
- Costa, P. T., & McCrae, R. R.
- Affiliations
- National Institutes of Health (US)
- Venue
- Journal of Personality Disorders
- Publisher
- Guilford Publications
- Published
- 1990-12
- Volume
- 4
- Issue
- 4
- Pages
- 362-371
- ISSN
- 0885-579X (ISSN-L)
- OpenAlex
- W1963594522
- Cited by
- 1,653
- References
- 1
- Citations by year
- 2026: 7 · 2025: 16 · 2024: 27 · 2023: 21 · 2022: 33 · 2021: 44 · 2020: 59 · 2019: 41 · 2018: 57 · 2017: 61 · 2016: 35 · 2015: 48 · 2014: 67 · 2013: 53 · 2012: 68
- FWCI
- 23.87
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Personality Disorders (publishedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Personality Disorders and Psychopathology
- Social Sciences › Psychology › Clinical Psychology › Personality Traits and Psychology
- Social Sciences › Psychology › Applied Psychology › Psychological Testing and Assessment
- Keywords
- personality disorders, five-factor model of personality, NEO Personality Inventory, Millon Clinical Multiaxial Inventory, personality traits, normal personality, personality disorder classification
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