The DOI matches its Crossref record; 11 of the 11 references it cites were found in a registry or an index.
Meta-analytic evidence for stability in attachments from infancy to early adulthood
Abstract
The present meta-analysis integrates results from 127 papers on attachment stability towards mothers and fathers, respectively, from infancy to early adulthood. More than twenty-one thousand attachments (n = 21,072) and 225 time intervals were explored, ranging from half a month to 29 years (348 months). An overall coefficient of r = .39 between times T1 and T2 was obtained, reflecting a medium-sized stability of attachment security. However, no significant stability was found in intervals larger than 15 years. Coefficients are higher for time intervals of less than two years compared to time spans of more than five years, if attachments were assessed beyond infancy using representational rather than behavioral measures and if normal middle class as opposed to at-risk samples were involved. Furthermore, securely attached children at risk were less likely to maintain attachment security whereas insecurely attached children at risk most likely maintained insecurity.
Verifying this paper
8 of 9 steps done · this page updates itself — you can leave and come back
- Registry recordVerified
- Full textFetching the open-access text — a few minutes for a paper we haven’t read before
- Reference listNo reference list published for this paper
- Reference check11 of 11 references checked
- StatisticsNeeds the full text
- ClaimsNeeds the full text
- Cited sourcesNeeds claims to check
- Self-checkNeeds the full text
- VerificationFindings verified
Overview
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
Verification
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?
In the citing paper
“Although attachment style can evolve through significant relational experiences, longitudinal research indicates that it retains moderate stability across the lifespan [24, 25].”
From The link of adverse childhood experiences and attachment to maladaptive personality traits in adults diagnosed with substance use disorder (2025) · cites this paper as [25]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Duval, S., & Tweedie, R. (2000) · Biometrics · doi:10.1111/j.0006-341x.2000.00455.x · Cited by 14,099
Security in Infancy, Childhood, and Adulthood: A Move to the Level of Representation
Main, M., Kaplan, N., & Cassidy, J. (1985) · Monographs of the Society for Research in Child Development · doi:10.2307/3333827 · Cited by 4,567
Waters, E., & Deane, K. E. (1985) · Monographs of the Society for Research in Child Development · doi:10.2307/3333826 · Cited by 1,144
Infant–mother attachment: Factors related to its development and changes over time
Egeland, B., & Farber, E. A. (1984) · Child Development · doi:10.2307/1130127 · Cited by 652
Weinfield, N. S., Sroufe, L. A., & Egeland, B. (2000) · Child Development · doi:10.1111/1467-8624.00178 · Cited by 570
Ahnert, L., Gunnar, M. R., Lamb, M. E., & Barthel, M. (2004) · Child Development · doi:10.1111/j.1467-8624.2004.00698.x · Cited by 334
Self-citationAttachment organization in maltreated preschoolers
Cicchetti, D., & Barnett, D. (1991) · Development and Psychopathology · doi:10.1017/s0954579400007598 · Cited by 284
Lyons-Ruth, K., Repacholi, B., McLeod, S., & Silva, E. (1991) · Development and Psychopathology · doi:10.1017/s0954579400007586 · Cited by 215
Child-care and family predictors of preschool attachment and stability from infancy
NICHD Early Child Care Research Network (2001) · Developmental Psychology · doi:10.1037/0012-1649.37.6.847 · Cited by 192
Barnett, D., Ganiban, J., & Cicchetti, D. (2003) · Monographs of the Society for Research in Child Development · doi:10.1111/1540-5834.00035 · Cited by 164
Research works printed but not linked: 34
- 10.1037//0003–066X.46.4.333 · DOI
- Ainsworth M.D., 1978, Patterns of attachment
- Allen J.P., 2008, Handbook of attachment, 419
- 10.1080/14616730010001587 · DOI
- Bahadur M.A., 1998, The continuity and discontinuity of attachment: A longitudinal study from infancy to adulthood
- 10.1017/S0140525X09000843 · DOI
- Bartholomew K., 1991, Journal of Personality and Social Psychology, 61, 226
- Bowlby J., 1973, Attachment and loss, Vol. 2: Separation: Anxiety and anger
- Bowlby J., 1980, Attachment and loss: Vol. 3: Loss
- Bretherton I., 1990, Attachment in pre-school years, 272
- Cicchetti D., 2006, Development and Psychopathology, 18, 623
- Cohen J., 1988, Statistical power analysis for the behavioral sciences
- Connell D.B., 1976, Individual differences in attachment: An investigation into stability, implications, and relationships to structure of early language development
- Crittenden P.M., 2000, The organization of attachment relationships: Maturation, culture, and context, 343
- Crowell J.A., 2008, Handbook of attachment, 434
- 10.1037/0022-3514.73.4.826 · DOI
- 10.1207/S15327957PSPR0602_03 · DOI · Paper page
- Fraley R.C., 2004, Adult attachment: Theory, research, and clinical implications, 86
- George C., 1985, Adult Attachment Interview Protocol
- 10.1016/j.euroecorev.2008.05.005 · DOI
- Kaplan N., 1987, Individual differences in six-year-olds’ thoughts about separation: Predicted from attachment to mothers at one year
- Keppler A., 2004, Entwicklung von Bindungsrepräsentationen junger Erwachsener
- 10.1037/0012-1649.32.3.457 · DOI
- 10.1016/j.brainres.2010.11.080 · DOI
- Lamb M.E., 1985, Infant–mother attachment: The origins and developmental significance of individual differences in Strange Situation behavior
- 10.1111/1467-8624.00180 · DOI
- Lipsey M.W., 2001, Practical meta-analysis
- 10.1037/0033-2909.92.2.500 · DOI
- Siegler R., 2008, How children develop
- Solomon J., 2008, Handbook of attachment: Theory, research, and clinical applications, 383
- 10.2307/1131833 PMid:8625729 · DOI
- 10.1017/S0954579499002035 · DOI · Paper page
- Vice G., 2005, A meta-analysis of the stability of attachment styles from birth to adulthood
- 10.2307/1128714 · DOI
Cited by
Sorted by citations
Items 201–268 of 268
Attachment and Coping in the Second Pandemic Year: The Impact on Loneliness and Emotional Distress
Hopulele-Petri, A., Stănculete, M. F., & Manea, M. (2023) · COVID · doi:10.3390/covid3090092 · Cited by 2
Bi̇lge, Y., Sezgin, E., & ERSAL, H. (2022) · Yaşam Becerileri Psikoloji Dergisi · doi:10.31461/ybpd.1199871 · Cited by 2
Adaptación y validación argentina de la Cross Cultural Children Trust Beliefs Scale
Oros, L. B., Chemisquy, S. N., Rubilar, J. A. V., Eidman, L., & Rotenberg, K. J. (2022) · Acta Colombiana de Psicología · doi:10.14718/acp.2023.26.1.6 · Cited by 1
“Esta cualidad del vínculo luego se extiende a otros tipos de relaciones (Pinquart et al., 2013) y a otras etapas del desarrollo (Boldt et al., 2020; Pascuzzo et al., 2013), por lo cual, quienes han desarrollado un apego seguro tendrán mayor probabilidad de considerar que los otros no van a dañarlos…”
BackgroundL’attachement tout au long de la vie
Miljkovitch, R. (2022) · Contraste · doi:10.3917/cont.055.0033 · Cited by 1
Revisión y análisis psicométrico de la Escala de Confianza interpersonal para niños argentinos
Oros, L. B., Rubilar, J. A. V., & Chemisquy, S. N. (2020) · Revista Iberoamericana de Psicología · doi:10.33881/2027-1786.rip.14107 · Cited by 1
Personality and the Unconscious
Perugini, M., Richetin, J., & Costantini, G. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.008 · Cited by 2
Personality in Clinical Psychology
Widiger, T. A., & McCabe, G. A. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.042 · Cited by 5
Biesanz, J. C., & Wallace, J. D. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.006 · Cited by 7
Addendum: Statistical Analyses and Computer Programming in Personality
Corr, P. J., & Matthews, G. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.045 · Cited by 1
Robinson, M. D., & Routledge, C. D. (2015) · Elsevier eBooks · doi:10.1016/b978-0-08-097086-8.25081-2 · Cited by 3
Caprara, G., & Vecchione, M. (2020) · The Cambridge Handbook of Personality Psychology · doi:10.1017/cbo9780511596544.037 · Cited by 1
Reisenzein, R., Hildebrandt, A., & Weber, H. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.009 · Cited by 26
Temperament and Brain Networks of Attention
Rothbart, M. K., Posner, M. I., & Sheese, B. E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.016 · Cited by 8
Attachment to parents and to God: a panel-data approach
Homan, C. (2019) · Journal of Contemporary Religion · doi:10.1080/13537903.2019.1658941 · Cited by 1
“…of CONTACT Casey P. Homan caseyhoman@berkeley.edu © 2019 Informa UK Limited, trading as Taylor & Francis Group attachment may be subject to change over time (Buist et al. 2002; Fraley 2002; Lewis, Feiring, and Rosenthal 2000; Pinquart, Feußner, and Ahnert 2013; Weinfield, Sroufe, and Egeland 2000).”
BackgroundInfluentialKenny, D. T. (2019) · SAGE Open · doi:10.1177/2158244019832686 · Cited by 3
Mentalization in dementia care: an autoethnographic account of a project worker’s experiences
Luxmoore, B., & McEvoy, P. (2017) · Working with Older People · doi:10.1108/wwop-12-2016-0041 · Cited by 20
Szalai, T., & Czeglédi, E. (2017) · International Journal of Social Science Studies · doi:10.11114/ijsss.v5i6.2420 · Cited by 1
“These patterns can be modified; however, they are mostly stable throughout the lifespan (Pinquart et al., 2013).”
BackgroundResultAhnert, L. (2016) · doi:10.3233/dev-16198 · Cited by 1
“…of sensitivity as it also must carefully deal with measurement problems in capturing attachment for which applicationsoftheStrangeSituation,theAttachment-Q-Set(bothbasedonobservations),andtheSTRS question-nairecanmakesignificantdifferencesin attachmentoutcomes(e.g.,Pinquart,Feussner,& Ahnert,2013).”
Self-citationPatterns of attachment and reflective functioning in families of adolescents with eating disorders
Seah, E., Liley, L. J., Priddis, L. E., Forbes, D., & Piek, J. P. (2014) · Journal of Eating Disorders · doi:10.1186/2050-2974-2-s1-p10 · Cited by 1
“Attachment patterns may also change as a result of significant life events, psychotherapy, or significantly positive relationships (Bakermans-Kranenburg & van IJzendoorn, 2009; Kirkpatrick & Hazan, 1994; Pinquart et al., 2013; Thompson, 2000; Travis, Bliwise, Binder, & Horne-Moyer, 2001).”
BackgroundFrom mother to Mother Nature: The role of interpersonal attachment in human–nature relations
Capaldi, C. A. (2020) · Carleton University's Institutional Repository (MacOdrum Library, Carleton University) · doi:10.22215/etd/2020-13953 · Cited by 1
Sozialbeziehungen zur Herkunftsfamilie
Walper, S., Lux, U., & Witte, S. (2018) · Springer-Lehrbuch · doi:10.1007/978-3-662-55792-1_6 · Cited by 6
State Trust in Middle Childhood: An Experimental Manipulation of Maternal Support
Vandevivere, E., Bosmans, G., Roels, S. P., Dujardin, A., & Braet, C. (2017) · Journal of Child and Family Studies · doi:10.1007/s10826-017-0954-7 · Cited by 23
Attachment in Psychotherapy: A Behavioral Approach and Clinical Implications
Elvira, A. C., Pereira, G.-L., Andrés-López, N., & Muñoz-Martínez, A. (2026) · Behavior and Social Issues · doi:10.1007/s42822-026-00265-5
Mancini, C., Segni, M. D., Pizzetti, S., Mancini, G., Marino, G., Denitti, M., & Ventura, R. (2026) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2026.106989
Perzolli, S., Bernardi, A., Bizzego, A., Senese, V. P., Cárcamo, R. A., Ángel-Echeverry, A., Iandolo, G., & Esposito, G. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1887282
Li, Y., Tammilehto, J., Lindblom, J., Vänskä, M., Punamäki, R., & Flykt, M. S. (2026) · European Journal of Personality · doi:10.1177/08902070261468095
Zhang, L., Liu, X., Lv, Y., Zou, X., Tao, Y., Liu, X., & Wang, S. (2026) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2026.1846717
“Longitudinal and meta-analytic evidence indicates moderate continuity in attachment from infancy and childhood into later development, while also showing that attachment representations may be revised through subsequent relational experiences (11, 12).”
Łukasik, A., & Łaba-Hornecka, A. (2026) · Evolutionary Psychology · doi:10.1177/14747049261473640
“Thus, as suggested by some longitudinal research on the stability of attachment styles from childhood to adulthood (Pinquart et al., 2013; Waters et al., 2000), insecure attachment styles developed in children experiencing negative situations (e.g., abuse, parental divorce, or low socio-economic…”
Mentalizing and Attachment From Infancy to Young Adulthood: Insights From the Metera Adoption Study
Zournatzidis, P., Vorria, P., Krana, E., Fonagy, P., & Luyten, P. (2026) · Personality and Mental Health · doi:10.1002/pmh.70084
“This is consistent with evidence indicating modest stability of attachment from infancy to adulthood (Pinquart et al. 2013), a pattern also observed in the present sample (Zournatzidis et al. 2026).”
Bauer, M., & Soubelet, A. (2026) · Neuropsychiatrie de l Enfance et de l Adolescence · doi:10.1016/j.neurenf.2026.04.002
Perceptions of early attachment experiences and quality of romantic relationships among Greek adults
Kounenou, K., Pezirkianidis, C., Findani, D., Kalamatianos, A., & Kourmousi, N. (2026) · Psychology the Journal of the Hellenic Psychological Society · doi:10.12681/psy_hps.45298
Ling, K. C. Y., & Ng, J. H. (2026) · International Journal of Education Psychology and Counseling · doi:10.35631/ijepc.1162083
Chandler‐Mather, N., Hawkins, E., Shanley, D. C., Samios, E., Read, L., & Dawe, S. (2026) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-026-01446-x
“The stability of attachment appears to increase after toddlerhood, suggesting more mal-leability in infancy and early toddlerhood (Pinquart et al., 2013 ) that might explain why exposure to neglect did not have an effect on DSED behaviours if placement into foster or kinship care occurred before 24…”
Bailes, L. G., Augustine, M. E., Girod, S. A., & Leerkes, E. M. (2026) · Attachment & Human Development · doi:10.1080/14616734.2026.2637554
“A large body of research has demonstrated that attachment security is moderately stable across development (Fraley et al., 2011; Jones et al., 2018; Pinquart et al., 2013; Waters et al., 2022).”
Cox, E., Lazarowski, L., Smith, J. G., Mitchell, K. C., Deshpande, G., Krueger, F., & Katz, J. S. (2026) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2026.106985
Prototype updating, contextual renewal, and the role of reward responsiveness in trust learning
Houbrechts, M., Leng, L., Vervliet, B., D’Hooge, R., Finet, C., Bakermans-Kranenburg, M. J., van IJzendoorn, M. H., Elst, I., Vermeulen, J., & Bosmans, G. (2026) · Current Psychology · doi:10.1007/s12144-026-09116-3
Festini, J., Juen, F., & Behringer, J. (2025) · Praxis der Kinderpsychologie und Kinderpsychiatrie · doi:10.13109/prkk.2025.74.7.562
Jarvis, M., Sivyer, K., Selwood, E., & Willoughby, K. (2025) · Journal of Child Health Care · doi:10.1177/13674935251341921
“…have been categorised: avoidant attachment, anxious attachment and disorganised attachment; however, the literature on attachment stability over time has high-lighted some inconsistencies, from moderate stability (Fraley, 2002) to no stability across larger time intervals (Pinquart et al., 2013).”
Tuborgh, A. H., Svendsen, S. W., Elklit, A., Hunter, J., Jensen, J. S., Ørnbøl, E., Schröder, A., Nielsen, J. F., Thastum, M. M., Næss‐Schmidt, E. T., et al. (2025) · Scandinavian Journal of Psychology · doi:10.1111/sjop.13094
Infant–parent attachment and lie-telling in young children: The Generation R Study
Schröer, L., Talwar, V., Luijk, M. P. C. M., & Kok, R. (2024) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2024.106044
Integrare e differenziare la personalità e la psicopatologia. Una prospettiva psicodinamica
Luyten, P., & Fonagy, P. (2024) · PSICOTERAPIA E SCIENZE UMANE · doi:10.3280/pu2024-001003
Maciel, M. R., Calsavara, V. F., Zylberstajn, C., Mello, M. F., Coimbra, B. M., & Mello, A. F. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1325622 · Cited by 1
Kailanko, S., Wiebe, S. A., Tasca, G. A., & Laitila, A. A. (2023) · Gezinstherapie Wereldwijd · doi:10.1007/s12440-023-00205-4
Fernandes, C., Fernandes, M., Antunes, M., Santos, A. J., Vaughn, B., & Veríssimo, M. (2023) · Análise Psicológica · doi:10.14417/ap.1869
“Consistent with results of previous studies and meta-analyses (e.g., Dubois-Comtois et al., 2011; Pinquart et al., 2013), we found that children with higher secure base script scores (SBS) at age 5 reported feeling more secure with both parents at ages 8 and 9.”
ResultShah, S., Laplante, D. P., Atkinson, L. R., & Wazana, A. D. (2022) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000817 · Cited by 5
“In order to promote healthy socioemotional development, it isvital to interveneearly: attachment appears to be a dynamic yet moderately stable process, less likely to change as children age [15,16], and the relationship between attachment and psychopathology generally increases with age [8,10].”
BackgroundΔημάτης, Κ., & Βορριά, Π. (2021) · Psychology the Journal of the Hellenic Psychological Society · doi:10.12681/psy_hps.26230
“Pinquart et al., 2013.”
Sallis, H., Smith, G. D., & Munafo, M. R. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.024 · Cited by 1
Weiss, A., & Deary, I. (2020) · The Cambridge Handbook of Personality Psychology · doi:10.4135/9781446215159.n847
Social Relations and Social Support
Austin, E. Q., Knack, J. M., Jensen‐Campbell, L. A., & Rex‐Lear, M. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.036
Personality Assessment Methods
Boyle, G. J., & Helmes, E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.011 · Cited by 1
Models of Personality Structure
Raad, B. D., & Barelds, D. P. H. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.012 · Cited by 4
Schermer, J. A., & Saklofske, D. H. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.014
Narrative Identity in the Social World
McLean, K. C., Syed, M., Haraldsson, K. G., & Lowe, L. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.035 · Cited by 2
Personality in Nonhuman Animals
Bell, A. M., & Bensky, M. K. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.023 · Cited by 1
Corr, P. J., & Matthews, G. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.002
Salgado, J. F., Anderson, N. R., & Moscoso, S. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.040 · Cited by 4
Lynam, D. R., Vize, C. E., & Miller, J. D. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.043 · Cited by 2
Rennebohm, S. B., Caris, M., Seebeck, J. D., & Thoburn, J. W. (2018) · The Family Journal · doi:10.1177/1066480718799073
Fineberg, S., Leavitt, J., Landry, C. D., Neustadter, E., Lesser, R., Stahl, D., Deutsch-Link, S., & Corlett, P. (2017) · doi:10.48550/arxiv.1705.09873
“Longitudinal studies have found that attachment patterns evident early in development remain stable over time (Pinquart, 2013).”
The Functional Domain of Self-Other Regulation
Lorenzini, N., Fonagy, P., & Luyten, P. (2021) · Depression and personality · doi:10.1007/978-3-030-70699-9_4
Corr, P. J., & Matthews, G. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.001 · Cited by 1
Corr, P. J., & Matthews, G. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108264822.046
Psychodynamic treatment of eating disorders: an attachment-informed approach
Tasca, G. A., & Balfour, L. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-813373-6.00014-3
Schindler, L., Hahlweg, K., & Revenstorf, D. (2019) · Psychotherapie: Praxis · doi:10.1007/978-3-642-11729-9_2
Lange Schatten? Vorhersagen aus der Kindheit
Asendorpf, J. (2018) · doi:10.1007/978-3-662-56106-5_13
Persönlichkeit in Aktion: Alltag und Labor
Asendorpf, J. (2018) · doi:10.1007/978-3-662-56106-5_5
On the Road to Social Well-Being
Andrews, G., Zautra, A., & Zautra, E. K. (2017) · Springer eBooks · doi:10.1007/978-3-319-58763-9_19
Neyer, F. J., & Asendorpf, J. B. (2012) · Springer-Lehrbuch · doi:10.1007/978-3-642-30264-0_5
Metadata
- Authors
- Pinquart, M., Feußner, C., & Ahnert, L.
- Affiliations
- Philipps University of Marburg (DE)
- University of Vienna (AT)
- Corresponding author
- Pinquart, Martin
- Venue
- Attachment & Human Development
- Publisher
- Informa UK Limited
- Published
- 2013-03
- Volume
- 15
- Issue
- 2
- Pages
- 189-218
- ISSN
- 1461-6734 (ISSN-L)
- 1469-2988
- OpenAlex
- W2003695103
- Cited by
- 317
- References
- 0
- Citations by year
- 2026: 19 · 2025: 21 · 2024: 28 · 2023: 19 · 2022: 19 · 2021: 27 · 2020: 67 · 2019: 20 · 2018: 25 · 2017: 21 · 2016: 14 · 2015: 20 · 2014: 12 · 2013: 1
- FWCI
- 17.37
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Attachment & Human Development (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Social Psychology › Attachment and Relationship Dynamics
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Social Sciences › Psychology › Clinical Psychology › Psychoanalysis and Psychopathology Research
- Keywords
- attachment stability, attachment security, maternal attachment, paternal attachment, time interval effects, insecure attachment, vulnerable children
- MeSH terms
- Adolescent, Age Factors, Child, Child, Preschool, Humans, Infant, Object Attachment, Parent-Child Relations, Risk Factors, Young Adult
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