Cited by 124Anxiety, Depression, Psychometrics, Treatment, Cognitive ProcessesMindfulness and Compassion InterventionsPsychotherapy Techniques and Applications

Distress and avoidance in generalized anxiety disorder: Exploring the relationships with intolerance of uncertainty and worry

Open access
Lee, Jonathan K., Orsillo, Susan M., Roemer, Lizabeth, Allen, Laura B.·2010·Cognitive Behaviour Therapy

Abstract

Theory and research suggest that treatments targeting experiential avoidance may enhance outcomes for patients with generalized anxiety disorder (GAD). The present study examined the role of experiential avoidance and distress about emotions in a treatment-seeking sample with a principal diagnosis of GAD compared with demographically matched nonanxious controls and sought to explore their shared relationship with two putative psychopathological processes in GAD: intolerance of uncertainty and worry. Patients with GAD reported significantly higher levels of experiential avoidance and distress about emotions compared with nonclinical controls while controlling for depressive symptoms, and measures of these constructs significantly predicted GAD status. Additionally, experiential avoidance and distress about anxious, positive, and angry emotions shared unique variance with intolerance of uncertainty when negative affect was partialed out, whereas only experiential avoidance and distress about anxious emotions shared unique variance with worry. Discussion focuses on implications for treatment as well as future directions for research. © 2010 Taylor & Francis.

Integrity signals

Registry

Crossref · 10.1080/16506070902966918

Cites

49 of 49 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

2 of 32 cited sources checked · 1 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    It is likely that experiential avoidance is a common factor in the presentation of general psychopathology.

    “Given theory and research with a wide range of disorders (see Hayes et al., 2006, for a meta-analytic review), it is likely that experiential avoidance is a common factor in the presentation of general psychopathology.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Hayes et al., 2006 source

      The ACT/RFT theory section (pp. 6–7) presents experiential avoidance as part of a general model of psychopathology, and Research on ACT (pp. 12–13) reports meta-analyses spanning several psychological problems. However, Research on ACT (p. 10) cautions that the questionnaire used in those analyses measures several ACT processes, not experiential avoidance alone. The meta-analytic evidence therefore does not isolate experiential avoidance as the common factor claimed. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Premisecitation

    Intolerance of uncertainty contributes to GAD severity even after controlling for age, gender, and depression.

    “and GAD severity even after controlling for age, gender and depression (Dugas et al., 2007).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Dugas et al., 2007 source
  • Findingown data

    Measures of experiential avoidance and distress about emotions significantly predicted GAD status.

    “measures of these constructs significantly predicted GAD status.”
    • Also stated in: § Abstract · plain
      “measures of these constructs significantly predicted GAD status”
    • Also stated in: § GAD versus Non-GAD Comparisons on Experiential Avoidance, and Distress about Emotions · hedged
      “indicating that the combination of predictors significantly discriminated between individuals with and without GAD”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The AAQ measures experiential avoidance distinctly from general negative affectivity.
  • Findingown data

    In the GAD group, distress about anxious emotions correlated significantly with intolerance of uncertainty when controlling for depression.

    “However, the correlations between experiential avoidance and distress about anxious, positive, and angry emotions and intolerance of uncertainty remained significant, even while controlling for depression (and for the ACS-ANG subscale, gender), while distress about depressive emotions was not significant.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The depression subscale of the DASS-21 adequately controls for negative affect.
  • Findingown data

    In the GAD group, distress about angry emotions did not remain significantly correlated with worry when controlling for self-reported depression.

    “The correlations between experiential avoidance, distress about anxiety, and worry were significant when controlling for self-reported depression while distress about depressive, positive, and angry emotions did not remain significant”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The depression subscale of the DASS-21 adequately controls for negative affect.
  • May combine two claims. 17
  • Classified as probably not a substantial claim. 16
  • May combine two claims.

    Findingown data

    Cross-validation correctly classified 98.5% of the total sample, with 97% of the GAD group and 100% of the non-GAD group correctly classified.

    “a cross-validation process where the total sample was randomly split to generate the discriminant function and then tested on the other half of the sample, revealed 98.5% of the total sample was correctly classified (97% of the GAD group and 100% of the non-GAD group).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The AAQ measures experiential avoidance distinctly from general negative affectivity.
  • May combine two claims.

    Findingown data

    The discriminant function correctly classified 98.5% of the total sample in the original classification, with 97% of the GAD group and 100% of the non-GAD group correctly classified.

    “Original classification results revealed 98.5% of the total sample was correctly classified (97% of the GAD group and 100% of the non-GAD group)”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The AAQ measures experiential avoidance distinctly from general negative affectivity.
  • May combine two claims.

    Premisecitation

    Although CBT produces significant improvement in GAD symptoms compared with placebo and no-treatment, a significant minority of clients do not achieve high end-state functioning.

    “Although cognitive-behavioral approaches produce significant improvement in GAD symptoms compared to placebo and no-treatment conditions, a significant minority of clients who receive this treatment do not achieve high levels of end-state functioning (Borkovec & Ruscio, 2001; Gould, Safren, Washington, & Otto, 2004).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Borkovec & Ruscio, 2001

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Gould, Safren, Washington, & Otto, 2004

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The clinical group was self-selected by seeking treatment for GAD, while the control group was recruited to represent a healthy population.

    “The participants in the clinical group were self-selected based on their decision to seek treatment for GAD, while those in the control group were recruited based on predetermined criteria to represent a healthy population.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The findings provide partial support that distress and avoidance of internal experiences such as emotion are characteristic of GAD and may contribute to its development and maintenance.

    “Despite these limitations, the findings from the present study provide partial support that distress and avoidance of internal experiences such as emotion are characteristic of GAD and may contribute to the development and maintenance of the disorder.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Participants can accurately assess and report their internal experiences through self-report.
    • Rests on an assumption: Observed differences between the GAD and non-GAD groups are attributable to GAD rather than to comorbid diagnoses.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    GAD is one of the most treatment-resistant anxiety disorders.

    “GAD is also one of the most treatment resistant anxiety disorders (Roemer, Orsillo, & Barlow, 2002).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Roemer, Orsillo, & Barlow, 2002

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Worrying before a fearful image reduces physiological reactivity in the short term but maintains a moderate response over time.

    “worrying prior to a fearful image reduces physiological reactivity in the short term, although it maintains a moderate response over time (Borkovec & Hu, 1990).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Borkovec & Hu, 1990 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    The correlational analyses may have been under-powered because of the restricted range of scores on the PSWQ.

    “It is possible that the correlational analyses were under-powered given the restricted range of scores on the PSWQ.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Worriers describe worrying as aversive but also endorse positive beliefs about worry.

    “Despite concomitant reports that worriers describe the process of worrying as aversive (Ruscio & Borkovec, 2004; Wells, 1995), they also endorse positive beliefs about worry; that it might help them prepare for, problem solve, or superstitiously avoid future catastrophic events (e.g., Borkovec, Hazlett-Stevens, & Diaz, 1999).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Ruscio & Borkovec, 2004 source
    • cites Wells, 1995 source
    • cites Borkovec, Hazlett-Stevens, & Diaz, 1999 source
  • May combine two claims.

    Study design and conductreasoning

    The study relied on self-report to assess experiential avoidance and did not account for response biases or experiences outside awareness.

    “Most importantly, this study relied on self-report methodology to assess experiential avoidance and did not account for response biases and experiences that may be outside of awareness.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Participants can accurately assess and report their internal experiences through self-report.
  • May combine two claims.

    Premisecitation

    Roemer and colleagues (Study 2; 2005) found a moderate to large effect size for the association between distress about depressive emotions and worry in a treatment-seeking GAD sample, although the association was not statistically significant.

    “Roemer and colleagues (Study 2; 2005) found a moderate to large effect size for the association between distress about depressive emotions and worry in a treatment-seeking sample with GAD, although the association was not statistically significant.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Roemer and colleagues (Study 2; 2005)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Premisecitation

    Borkovec (1994) proposed that worry serves an avoidant function.

    “Borkovec (1994) proposed that worry serves an avoidant function.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Borkovec, 1994

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    The DASS-21 has three factors, good to excellent internal consistency, and strong correlations with other measures of general distress in clinical and nonclinical samples.

    “Factor analysis of the 21-item version yields three factors and internal consistency for the subscales range from good to excellent (Antony, Bieling, Cox, Enns, & Swinson, 1998). The measure also demonstrates strong correlations with other measures of general distress in clinical (Antony et al., 1998) and nonclinical samples (Henry & Crawford, 2005).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Antony, Bieling, Cox, Enns, & Swinson, 1998 source
    • cites Henry & Crawford, 2005 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    The ACS has convergent validity with measures of neuroticism and predictive validity in lab-induced fear of bodily sensations related to panic among college students while controlling for state and trait anxiety.

    “Convergent validity has been established in a college analogue sample with measures of neuroticism; further the ACS demonstrated predictive validity in lab induced fear of bodily sensations related to panic among college students while controlling for state and trait anxiety (Berg, Shapiro, Chambless, & Ahrens, 1998).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Berg, Shapiro, Chambless, & Ahrens, 1998 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The ADIS-IV has interrater reliability for GAD diagnostic category with a kappa of .67 at the same site and using the same training procedures.

    “Interrater reliability of GAD diagnostic category over a two-week period yielded a kappa coefficient of .67 at the same site the current study was conducted and using the same training procedures (Brown, Di Nardo, Lehman, & Campbell, 2001).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Brown, Di Nardo, Lehman, & Campbell, 2001

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Premisecitation

    Intolerance of uncertainty is proposed to be a defining feature of individuals with GAD.

    “Intolerance of uncertainty, defined as the “tendency to react negatively on an emotional, cognitive, and behavioral level to uncertain situations and events” (Dugas, Buhr, & Ladouceur, 2004, p. 143), is also proposed to be a defining feature of individuals with GAD.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Dugas, Buhr, & Ladouceur, 2004
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    The IUS is strongly correlated with worry while controlling for anxiety and depression, supporting it as a distinct construct.

    “Research demonstrates that intolerance of uncertainty is strongly correlated with worry while controlling for anxiety and depression, supporting it as a distinct construct (Freeston et al., 1994).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Freeston et al., 1994 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    The IUS has excellent internal consistency (α = .94) and test-retest reliability of r = .74 over five weeks.

    “Internal consistency was excellent for the English version (α = .94), with a reliability coefficient of r = .74 for five week test-retest.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Buhr & Dugas, 2002 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The ACS has moderate to excellent internal consistency for the total scale and subscales.

    “Internal consistency for the total scale as well as for subscales indicate moderate to excellent reliability (Williams et al., 1997).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Williams et al., 1997 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The AAQ significantly correlates with other measures of psychopathology and more specific measures of experiential avoidance even when controlling for social desirability.

    “The AAQ significantly correlates with other measures of psychopathology and more specific measures of experiential avoidance even when controlling for social desirability (Hayes et al., 2004).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hayes et al., 2004 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premiseown data

    These findings are constrained by a female-only sample and the absence of a clinical sample for comparison.

    “However, these findings are constrained by a female-only sample and the absence of a clinical sample for comparison.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Intolerance of uncertainty is conceptualized as a cognitive schema for perceiving the environment, while worry is a mental reaction to uncertainty.

    “Specifically, intolerance of uncertainty is conceptualized as a cognitive schema with which an individual perceives the environment, while worry is proposed to be a mental reaction to the uncertainty (Dugas, et al., 2004).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Dugas, et al., 2004

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Distress about emotions and difficulties with emotion regulation contribute unique variance to GAD severity and significantly discriminate between individuals with and without GAD.

    “distress about emotions (particularly anxiety and depression) and difficulties with emotion regulation contribute unique variance to GAD severity, and significantly discriminate between individuals with and without GAD (Mennin, Heimberg, Turk, & Fresco, 2005).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Mennin, Heimberg, Turk, & Fresco, 2005 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    The PSWQ has excellent internal consistency (α .93-.97) and test-retest reliability of r = .93 at one month.

    “In the validation study, the measure showed excellent internal consistency (α range = .93-.97) and test-retest reliability of r = .93 at one month.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Meyer, Miller, Metzger, & Borkovec, 1990 source
24 of 24
  • The paper relies on this without support.

    The relationship between experiential avoidance and distress about emotions with intolerance of uncertainty had not been examined before this study.

    “To our knowledge, the relationship between experiential avoidance and distress about emotions with intolerance of uncertainty has yet to be examined.”
  • The paper relies on this without support.

    Participants can accurately assess and report their internal experiences through self-report.

    “Self-report methodology can be considered valid to the extent that the individual responding can accurately assess the domain to which she or he is responding.”
  • The paper relies on this without support.

    The depression subscale of the DASS-21 adequately controls for negative affect.

    “Only the depression subscale was used in the present study to partially account for negative affect.”
  • The paper relies on this without support.

    Observed differences between the GAD and non-GAD groups are attributable to GAD rather than to comorbid diagnoses.

    “Given the co-occurring secondary disorders in the clinical group, it is not clear whether the observed differences were specifically due to GAD, or the secondary diagnosis.”
  • The paper relies on this without support.

    The AAQ measures experiential avoidance distinctly from general negative affectivity.

    “It has been argued the AAQ may not distinguish experiential avoidance from other theoretical constructs such as general negative affectivity (e.g., Zvolensky, Feldner, Leen-Feldner, & Yartz, 2005).”
5 of 5

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?

  • EA is uniquely associated with GAD symptoms.

    “Moreover, there is evidence that EA is uniquely associated with GAD symptoms (Lee, Orsillo, Roemer, & Allen, 2010; Roemer, Salters, Raffa, & Orsillo, 2005).”

    From Reductions in experiential avoidance as a mediator of change in symptom outcome and quality of life in acceptance-based behavior therapy and applied relaxation for generalized anxiety disorder (2016) · cites this paper as Lee, Orsillo, Roemer, & Allen, 2010

    The Results (GAD versus Non-GAD Comparisons; page not provided) report greater experiential avoidance in the GAD group than in non-anxious controls after controlling for depressive symptoms. But the Discussion (page not provided) says that secondary diagnoses and the lack of another clinical comparison group prevent conclusions about whether experiential avoidance is specific to GAD, so the claimed unique association is not established. (LLM, conf=0.86)

    Experimental — accuracy not yet measured
  • Over time, experiential avoidance can impair psychosocial functioning.

    “While EA may appear to be effective in the short term, it can greatly interfere with psychosocial functioning in the long term.”

    From Reductions in experiential avoidance as a mediator of change in symptom outcome and quality of life in acceptance-based behavior therapy and applied relaxation for generalized anxiety disorder (2016) · cites this paper as Lee et al., 2010

    The paper’s model (section labeled Abstract; page not provided) describes avoidance efforts intended to reduce distress and links struggling with internal experiences to behavioral restriction and dissatisfaction. It also reports a short-term reduction in physiological reactivity from worry. These passages support the general contrast, but the paper does not establish that experiential avoidance itself greatly impairs psychosocial functioning over the long term. (LLM, conf=0.82)

    Experimental — accuracy not yet measured
  • Negative reactivity to emotions, beliefs that worries are dangerous and uncontrollable, and intolerance of uncertainty are greater in GAD than in lower-symptom individuals.

    “For example, individuals with symptoms of GAD report greater negative reactivity toward their emotions (Lee, Orsillo, Roemer, & Allen, 2010; Mennin, Heimberg, Turk, & Fresco, 2005), view their worrisome thoughts as more dangerous and uncontrollable (Wells & Carter, 1999), and report intolerance of thoughts and feelings related to uncertainty (Dugas, Gagnon, Ladouceur, & Freeston, 1998) compared to individuals with lower levels of GAD symptomatology.”

    From An Acceptance-Based Behavioral Therapy for Individuals With Generalized Anxiety Disorder (2013) · cites this paper as Lee, Orsillo, Roemer, & Allen, 2010

  • Treatment-seeking GAD patients report greater distress about emotions, emotion regulation difficulties, experiential avoidance, and lower mindfulness than people without GAD.

    “Further, treatment-seeking patients with GAD report significantly more distress about emotions,[29, 31] difficulties with emotion regulation,[16, 29] and experiential avoidance,[31] as well as diminished levels of mindfulness[16] than do individuals without GAD.”
  • The model suggests that people with generalized anxiety disorder have critical, judgmental reactivity toward their emotional responses.

    “and a critical, judgmental reactivity toward their emotional responses (e.g., Lee, Orsillo, Roemer, & Allen, 2010; Llera & Newman, 2010; Mennin, Heimberg, Turk, & Fresco, 2005) and thoughts (Wells & Carter, 1999).”

Statistics recomputed

Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.

  • ConsistentF(5, 58) = 22.8reported p < .0005 · recomputed p < .001

    “F(5,58) = 22.80, p < .0005”

  • Consistentχ²(5) = 101.64reported p < .0005 · recomputed p < .001

    “χ2(5, N = 66) = 101.64, p < .0005”

2 of 2

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Total participant count does not reconcile with group counts

    Minor

    One place says 90 participants were recruited, with 50 clinical and 41 non-GAD participants described, while elsewhere the final analyzable sample is 33 clinical and 33 non-GAD participants. Those numbers do not reconcile because 50 + 41 = 91, not 90, and the exclusions described do not match the final counts cleanly.

  • Discriminant-function variance is overstated

    Minor

    With one discriminant function, Wilks' Λ of .19 implies an explained variance fraction of 1 − .19 = .81, or 81%, rather than 90%.

    Reported 0.9 · recomputed 0.81

2 of 2

Cites

Flagged first, then by citations

1 of the 50 references couldn’t be matched to a known paper.

Research works printed but not linked: 6

  1. Brown T. A., 1994, Anxiety Disorders Interview Schedule for DSM-IV: Adult and lifetime version, clinician manual
  2. Di Nardo P. A., 1994, Anxiety Disorders Interview Schedule for DSM-IV: Lifetime version
  3. Dugas M. J., 2004, Generalized anxiety disorder: Advances in research and practice, 143
  4. Gould R. A., 2004, Generalized anxiety disorder: Advances in research and practice, 248
  5. Kessler R. C., 2004, Generalized anxiety disorder: Advances in research and practice, 29
  6. Roemer L., 2002, Anxiety and its disorders, 477

Cited by

Sorted by citations

Authors
Lee, J. K., Orsillo, S. M., Roemer, L., & Allen, L. B.
Affiliations
  • Suffolk University (US)
  • University of Massachusetts Boston (US)
  • University of California, Los Angeles (US)
Corresponding author
Lee, Jonathan K.
Venue
Cognitive Behaviour Therapy
Published
2009-08-27
Volume
39
Issue
2
Pages
126-136
ISSN
  • 1650-6073 (ISSN-L)
  • 1651-2316
OpenAlex
W2032651505
Cited by
124
References
50
Citations by year
2026: 5 · 2025: 5 · 2024: 13 · 2023: 5 · 2022: 7 · 2021: 13 · 2020: 8 · 2019: 5 · 2018: 10 · 2017: 12 · 2016: 5 · 2015: 4 · 2014: 11 · 2013: 6 · 2012: 4
FWCI
6.34
Type
journal article
Language
en
Open access
Locations
  • Cognitive Behaviour Therapy (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
Funders
National Institute of Mental Health (MH63208, R21MH063208)
Topics
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
  • Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
  • Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
Keywords
generalized anxiety disorder, experiential avoidance, intolerance of uncertainty, worry, positive emotions, negative affect, treatment-seeking patients
MeSH terms
Adult, Affect, Aged, Anxiety Disorders, Boston, Defense Mechanisms, Female, Humans, Male, Middle Aged, Sex Factors, Uncertainty

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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.

Claims read under definition version 3 (extract-v3) on 2026-09-28.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.

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Statistics and arithmetic are recomputed, not judged.

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