The DOI matches its Crossref record; 47 of the 47 references it cites were found in a registry or an index; none of the 52 sources its claims cite is checked for support yet.
Social isolation, cognitive reserve, and cognition in healthy older people
Open accessAbstract
There is evidence to suggest that social isolation is associated with poor cognitive health, although findings are contradictory. One reason for inconsistency in reported findings may be a lack of consideration of underlying mechanisms that could influence this relationship. Cognitive reserve is a theoretical concept that may account for the role of social isolation and its association with cognitive outcomes in later life. Therefore, we aimed to examine the relationship between social isolation and cognition in later life, and to consider the role of cognitive reserve in this relationship. Baseline and two year follow-up data from the Cognitive Function and Ageing Study-Wales (CFAS-Wales) were analysed. Social isolation was assessed using the Lubben Social Network Scale-6 (LSNS-6), cognitive function was assessed using the Cambridge Cognitive Examination (CAMCOG), and cognitive reserve was assessed using a proxy measure of education, occupational complexity, and cognitive activity. Linear regression modelling was used to assess the relationship between social isolation and cognition. To assess the role of cognitive reserve in this relationship, moderation analysis was used to test for interaction effects. After controlling for age, gender, education, and physically limiting health conditions, social isolation was associated with cognitive function at baseline and two year follow-up. Cognitive reserve moderated this association longitudinally. Findings suggest that maintaining a socially active lifestyle in later life may enhance cognitive reserve and benefit cognitive function. This has important implications for interventions that may target social isolation to improve cognitive function.
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TL;DR
In CFAS-Wales, social isolation was associated with poorer cognitive function at baseline and with cognitive change over two years, and cognitive reserve moderated the longitudinal association. Occupational complexity drove the moderation, with isolation linked to cognitive change only among those with low occupational complexity.
Key findings
- Social isolation was associated with cognition at baseline after full adjustment (B = .04, 95% CI .02–.07, p < .001; adjusted R² = .17) and with two-year cognitive change (B = .05, 95% CI .01–.10, p = .03; adjusted R² = .05), suggesting less isolated people had better CAMCOG scores and less decline.
- At baseline, 601 of 2,224 participants (27.02%) were classified as socially isolated by LSNS-6 ≤12; isolated participants were older, more likely to be men, had poorer CAMCOG scores, fewer years of education, less cognitive activity, and lower cognitive reserve scores.
- Cognitive reserve did not moderate the cross-sectional association (.01; 95% CI −.01–.04), but it did moderate the longitudinal association (.05; 95% CI .10–0). Post-hoc analyses showed occupational complexity significantly moderated the association (−.05; 95% CI −.10–−.01), while education (−.04; 95% CI −.08–.01) and cognitive activity (−.01; 95% CI −.06–.03) did not.
- Social isolation was associated with cognitive change in the low occupational complexity group (.08; 95% CI 0–.15) but not the high occupational complexity group (.03; 95% CI −.02–.09). Baseline gender interaction was significant (p = .04), with the association significant for women but not men; longitudinal gender interaction was not significant (p = .13).
Methods
- Longitudinal analysis of the Cognitive Function and Ageing Study–Wales (CFAS-Wales), a population-based cohort aged 65+ sampled from general practice lists in rural and urban Wales, with baseline interviews in 2011–2013 and two-year follow-up in 2013–2015. Final samples were 2,224 for cross-sectional and 1,524 for longitudinal analyses after exclusions.
- Social isolation was measured with the Lubben Social Network Scale-6 (LSNS-6; ≤12 indicating isolation), cognition with the Cambridge Cognitive Examination (CAMCOG), and cognitive reserve with a weighted composite of education, occupational complexity, and cognitive activity.
- Linear regression assessed baseline cognition and standardized two-year cognitive change; moderation analyses tested interactions between social isolation and cognitive reserve, adjusting for age, gender, education (except in reserve models), sensory limitations, and help with daily activities, using Stata 15.0.
Limitations
- Stated: social isolation may be prodromal to poor cognitive function, though participants with baseline cognitive impairment or dementia were excluded to reduce reverse causation.
- Stated: very little cognitive change occurred over two years, and some participants improved on CAMCOG, limiting the validity of longitudinal analyses; the two-year follow-up may be insufficient to observe cognitive change.
- Stated/evident: the cognitive reserve composite may not adequately reflect individual differences in how much each component contributes, and education was measured only as years of education, a relatively crude index. Also evident: many participants were excluded for missing follow-up data, and those excluded were older and had poorer baseline cognition, education, cognitive activity, occupational complexity, and higher isolation.
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A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Social isolation was significantly associated with cognition, adjusted R2 = .02, F(1, 2222) = 35.99, p < .001.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Results > Association between social isolation and cognitive function
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Cognitive reserve moderated this association longitudinally.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Social isolation was significantly associated with orientation, expression, praxis, and perception, but not with comprehension, memory, attention and calculation, or abstract thinking.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Results > Association between social isolation and cognitive function
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“After adjusting for all covariates, the association remained significant, adjusted R2 = .17, F(7, 2216) = 64.67, p < .001.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Results > Association between social isolation and cognitive function
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“After controlling for age, gender, education, and physically limiting health conditions, social isolation was associated with cognitive function at baseline and two year follow-up.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We found that the association between social isolation and cognitive function was significant for women, adjusted R2 = .17, F(6, 1120) = 38.41, p < .001, but not men, adjusted R2 = .09, F(6, 1090) = 35.85, p = .10.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Results > Association between social isolation and cognitive function
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We found that the association between social isolation and cognitive function was significant for women, adjusted R2 = .17, F(6, 1120) = 38.41, p < .001, but not men, adjusted R2 = .09, F(6, 1090) = 35.85, p = .10.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Results > Association between social isolation and cognitive function
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In the paper
“There was a significant interaction between social isolation and gender, adjusted R2 = .17, F(8, 2215) = 57.23, p = .04.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Results > Association between social isolation and cognitive function
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Social isolation was significantly associated with orientation, expression, praxis, and perception, but not with comprehension, memory, attention and calculation, or abstract thinking.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Results > Association between social isolation and cognitive function
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“When testing for an interaction between social isolation and gender there was no significant difference, adjusted R2 = .05, F(8, 1515) = 10.75, p = .13.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Results > Association between social isolation and cognitive function
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- It may state two separate claims as one. 25
- Probably not a substantial claim. 43
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This model suggested that people who are less socially isolated had better CAMCOG scores and the model explained about 17% of the variance in CAMCOG scores.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Results > Association between social isolation and cognitive function
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Some participants had improved on their CAMCOG scores at follow-up.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Social isolation was significantly associated with comprehension, but not with orientation, expression, memory, attention and calculation, praxis, abstract thinking, and perception.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Results > Association between social isolation and cognitive function
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“When each aspect of the cognitive reserve measure was separated in moderation analyses, we found that education and cognitive activity did not moderate the association, but occupational complexity did.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We also found that the relationship between social isolation and cognition is moderated by cognitive reserve longitudinally, but not cross-sectionally.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Further analysis shows that the association of social isolation with cognitive change was significant in individuals with low occupational complexity, but not high occupational complexity.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“The finding that social isolation is associated with cognitive function at baseline and two year follow-up is consistent with previous studies that assess these relationships using baseline [25] and longitudinal data [26–28].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
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What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Participants with missing data on the measures used at baseline (N = 146) and follow-up (N = 700) were also excluded.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Study population
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None of the sources cited for this claim have been checked yet.
In the paper
“Cognitive reserve is a theoretical concept that may account for the role of social isolation and its association with cognitive outcomes in later life.”
- Also stated in: § Introduction · plain
“Cognitive reserve is a theoretical concept that can account for the differences observed in late-life cognitive trajectories.”
- Also stated in: § Introduction · hedged
“The theory suggests that individuals differ in their degree of resilience against age-related brain pathology and hence may show differences in cognitive function in relation to an equivalent level of pathology [8, 9].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Abstract
What the sources say
- Not checked yetcites [8] Y Stern, 2002, What is cognitive reserve? Theory and research application of the reserve concept, Journal of the International Neuropsychological Society source
- Not checked yetcites [9] Y Stern, 2012, Cognitive reserve in ageing and Alzheimer's disease, The Lancet Neurology source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
- Also stated in: § Introduction · plain
In the paper
“These differences are linked to the ability of an individual to recruit protective mechanisms associated with cognitive abilities built up over the lifespan, and actively compensate for damage caused by pathology [10].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
What the sources say
- Not checked yetcites [10] Y Stern, 2009, Cognitive reserve, Neuropsychologia source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“Cognitive function was assessed using the Cambridge Cognitive Examination (CAMCOG) [33]. The CAMCOG is a standardised measure that consists of 67 items, assessing cognitive function along eight subscales”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Measures
What the sources say
- Not checked yetcites [33] M Roth, 1986, A standardised instrument for the diagnosis of mental disorder in the elderly with special reference to the early detection of dementia, The British Journal of Psychiatry source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“One reason for inconsistency in reported findings may be a lack of consideration of underlying mechanisms that could influence this relationship.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Abstract
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Including these indicators in measures of isolation reduces the validity of findings, as they do not necessarily reflect isolation.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This has important implications for interventions that may target social isolation to improve cognitive function.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Sensory problems (hearing and eyesight) at baseline were also controlled for as these problems may reduce an individual’s ability to be socially engaged and hence contribute to an increased level of social isolation [38, 39].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Measures
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What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“People aged 65 and over were randomly sampled from general practice lists between 2011 and 2013.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Study population
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“The LSNS-6 was also normally distributed at baseline (skewness of -.13 and kurtosis of 2.61).”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Statistical analysis
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“This may reduce or delay the extent of impairment experienced and protect against the expression of pathological processes [11].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
What the sources say
- Not checked yetcites [11] KL Siedlecki, 2009, Construct validity of cognitive reserve in a multiethnic cohort: The Northern Manhattan Study, Journal of the International Neuropsychological Society source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Variation in approaches to assessing and defining social isolation and cognitive outcomes may contribute to inconsistency and complicate the interpretation of empirical findings.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
- The authors state this as an assumption: There is no consistent definition of social isolation used within the literature, and this inconsistency is reflected in the measures selected to assess social isolation.
In the paper
“Being unable to complete such tasks may indicate limitations in physical ability and mobility, which may influence ability to be socially engaged, and hence increase level of social isolation [40].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Measures
What the sources say
- Not checked yetcites [40] CF Mendes de Leon, 2003, Social engagement and disability in a community population of older adults: the New Haven EPESE, American Journal of Epidemiology source
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“as were people living in an institution (N = 95) as it is considered that the experience of social isolation will differ between community and residential settings.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Study population
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
- The authors state this as an assumption: The experience of social isolation differs between community and residential settings.
None of the sources cited for this claim have been checked yet.
In the paper
“which are established covariates of late-life cognition [35–37].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Measures
What the sources say
- Not checked yetcites [35] LL Barnes, 2003, Gender, cognitive decline, and risk of AD in older persons, Neurology source
- Not checked yetcites [36] S Tervo, 2004, Incidence and risk factors for mild cognitive impairment: a population-based three-year follow-up study of cognitively healthy elderly subjects, Dementia and Geriatric Cognitive Disorders source
- Not checked yetcites [37] RS Tilvis, 2004, Predictors of cognitive decline and mortality of aged people over a 10-year period. The Journals of Gerontology Series A, Biological Sciences and Medical Sciences source
Strength:boosted· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“The authors reported a moderating effect for delayed recall, but not for immediate recall or verbal fluency [27].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
What the sources say
- Not checked yetcites [27] A Shankar, 2013, Social isolation and loneliness: relationships with cognitive function during 4 years of follow-up in the English Longitudinal Study of Ageing, Psychosomatic Medicine source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“The theory suggests that individuals differ in their degree of resilience against age-related brain pathology and hence may show differences in cognitive function in relation to an equivalent level of pathology [8, 9].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
What the sources say
- Not checked yetcites [8] Y Stern, 2002, What is cognitive reserve? Theory and research application of the reserve concept, Journal of the International Neuropsychological Society source
- Not checked yetcites [9] Y Stern, 2012, Cognitive reserve in ageing and Alzheimer's disease, The Lancet Neurology source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
In the paper
“These experiences may create a buffer against cognitive decline by enhancing brain processes such as neural connectivity and hence cognitive ability.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
What the sources say
- Not checked yetcites [11] KL Siedlecki, 2009, Construct validity of cognitive reserve in a multiethnic cohort: The Northern Manhattan Study, Journal of the International Neuropsychological Society source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Interviews were conducted by research assistants who had completed training provided by staff at the co-ordinating centre in Cambridge and participants could choose whether they wanted their interview conducted in English or Welsh.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Study population
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Participants were stratified by age to ensure a representative sample across two age groups (65–74 and ≥75).”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Study population
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Finally, the participants’ ability to complete daily tasks alone (such as housework, getting dressed, getting up and down stairs, carrying things, etc.) at baseline was controlled for.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Measures
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“CAMCOG scores were normally distributed at baseline (skewness of -.84 and kurtosis of 4.48) and follow-up (skewness of -1.16 and kurtosis of 5.44).”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Statistical analysis
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“Education alone is not a comprehensive indication of cognitive reserve and it is suggested that multiple proxy indicators representing reserve at different stages of life are preferable [30, 31].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
What the sources say
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.
In the paper
“Social isolation was measured in CFAS-Wales using the Lubben Social Network Scale–6 (LSNS-6) [34]. The LSNS-6 is a standardised measure of social isolation”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Measures
What the sources say
- Not checked yetcites [34] J Lubben, 2006, Performance of an abbreviated version of the Lubben Social Network Scale among three European community-dwelling older adult populations, The Gerontologist source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“This might then protect the individual against the effects of disease pathology in the first instance, and also compensate for damage and recruit alternative neural pathways when required.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
What the sources say
- Not checked yetcites [11] KL Siedlecki, 2009, Construct validity of cognitive reserve in a multiethnic cohort: The Northern Manhattan Study, Journal of the International Neuropsychological Society source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“Having a range of good social connections has been identified as an important aspect of successful ageing [12] and is associated with lower mortality rates [13, 14], better health outcomes [15, 16], and higher reported wellbeing [17, 18] and quality of life [19, 20].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
What the sources say
- Not checked yetcites [13] J Holt‐Lunstad, 2012, Social relationships and mortality, Social and Personality Psychology Compass source
- Not checked yetcites [14] A Steptoe, 2013, Social isolation, loneliness, and all-cause mortality in older men and women, Proceedings of the National Academy of Sciences source
- Not checked yetcites [15] EY Cornwell, 2009, Social disconnections, perceived isolation, and health among older adults, Journal of Health and Social Behavior source
- Not checked yetcites [16] D Umberson, 2010, Social relationships and health a flashpoint for health policy, Journal of Health and Social Behavior source
- Not checked yetcites [17] SC Olesen, 2011, Community participation and mental health during retirement in community sample of Australians, Aging & Mental Health source
- Not checked yetcites [18] W Tomaszewski, 2013, Living environment, social participation and wellbeing in older age: the relevance of housing and local area disadvantage, Journal of Population Ageing source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“A score of ≤12 may be taken to indicate the presence of social isolation [34].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Measures
What the sources say
- Not checked yetcites [34] J Lubben, 2006, Performance of an abbreviated version of the Lubben Social Network Scale among three European community-dwelling older adult populations, The Gerontologist source
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Inconsistency in results assessing the relationship between social isolation and cognitive function may be attributed to conceptual and methodological challenges associated with defining and measuring social isolation.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
- The authors state this as an assumption: There is no consistent definition of social isolation used within the literature, and this inconsistency is reflected in the measures selected to assess social isolation.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In contrast, being isolated would not provide this stimulation and hence may not build reserve.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Introduction
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Findings suggest that maintaining a socially active lifestyle in later life may enhance cognitive reserve and benefit cognitive function.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Given that depression is also associated with cognitive impairment, people with an AGECAT classification of depression (N = 333) were also excluded”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Study population
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
- The authors state this as an assumption: Depression is associated with cognitive impairment.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Several covariates were controlled for in the analyses, including age (years), gender, and education (years) at baseline”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Method > Measures
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Studies that acquire samples through participants responding to advertised studies may be more at risk of bias to a ‘self-selected’ sample that are more engaged in social and community activities, and hence are not isolated.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Interventions to reduce social isolation in older people may benefit cognitive function both directly and indirectly through building cognitive reserve.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: Some aspects of early- and mid-life reserve, such as education or occupational complexity, cannot be modified in later life.
- Rests on an assumption: Other aspects of reserve, such as social activity, can be modified in later life and can contribute to building reserve and reducing poor cognitive function.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“In addition, the education measure in the present study is a relatively crude index and only considers the number of years of education.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“This approach is preferable as it accounts for the variance in reserve built at different stages of life [30, 31].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
What the sources say
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
In the paper
“For example, an individual with a poor education and low occupational complexity may compensate for this through good social relationships [27].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
What the sources say
- Not checked yetcites [27] A Shankar, 2013, Social isolation and loneliness: relationships with cognitive function during 4 years of follow-up in the English Longitudinal Study of Ageing, Psychosomatic Medicine source
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“For instance, participation in social activities has been associated with better health among participants from low socio-economic groups [42].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
What the sources say
- Not checked yetcites [42] Z Heritage, 2008, Impact of social ties on self-reported health in France: Is everyone affected equally?, BMC Public Health source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“However, we excluded participants with poor cognitive function or dementia at baseline which reduces the risk of reverse causation.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Participants in CFAS-Wales were sampled from general practice registers and approached to participate, giving a representative sample of older people, including those who are extremely isolated.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This measure of education is much more sensitive.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
None of the sources cited for this claim have been checked yet.
In the paper
“Such individuals are likely to receive less cognitive stimulation through social contact, resulting in lower cognitive reserve and hence poorer cognitive function [8, 9].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
What the sources say
- Not checked yetcites [8] Y Stern, 2002, What is cognitive reserve? Theory and research application of the reserve concept, Journal of the International Neuropsychological Society source
- Not checked yetcites [9] Y Stern, 2012, Cognitive reserve in ageing and Alzheimer's disease, The Lancet Neurology source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This has important implications for interventions, suggesting that targeting isolation may be beneficial for cognitive health.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Social isolation may be detrimental to cognitive function as isolated individuals experience less social contact with others.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“However, the authors of this study assessed three sub-domains of cognition, and found that education moderated the association between isolation and cognition for delayed recall, but not for verbal fluency or immediate recall [27].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
What the sources say
- Not checked yetcites [27] A Shankar, 2013, Social isolation and loneliness: relationships with cognitive function during 4 years of follow-up in the English Longitudinal Study of Ageing, Psychosomatic Medicine source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Shankar and colleagues [27] measure education based on the highest qualification obtained, and classify participant’s educational level as either low (no formal qualifications) or high.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
What the sources say
- Not checked yetcites [27] A Shankar, 2013, Social isolation and loneliness: relationships with cognitive function during 4 years of follow-up in the English Longitudinal Study of Ageing, Psychosomatic Medicine source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“However, the contribution of each of these components of the cognitive reserve score may vary considerably across participants.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“It is possible that social isolation may be prodromal to poor cognitive function [45].”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
What the sources say
- Not checked yetcites [45] LL Barnes, 2004, Social resources and cognitive decline in a population of older African Americans and whites, Neurology source
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“This is inconsistent with a previous study by Shankar and colleagues [27] which reported that education did moderate this association.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
What the sources say
- Not checked yetcites [27] A Shankar, 2013, Social isolation and loneliness: relationships with cognitive function during 4 years of follow-up in the English Longitudinal Study of Ageing, Psychosomatic Medicine source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“These individual differences may not be adequately reflected in the measure.”
§ Social isolation, cognitive reserve, and cognition in healthy older people > Discussion
Strength:hedged· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.
The authors state this as an assumption.
The association between social connections and cognition is less well understood than other lifestyle factors that may build cognitive reserve.
“Compared to other lifestyle factors that may build cognitive reserve, the association between social connections and cognition is less well understood.”
The authors state this as an assumption.
There is no consistent definition of social isolation used within the literature, and this inconsistency is reflected in the measures selected to assess social isolation.
“There is no consistent definition used within the literature and this inconsistency is reflected in the measures selected to assess social isolation.”
The authors state this as an assumption.
Previous work suggests that cognitive reserve may be important in the association between social isolation and cognitive function, but this has not been explored.
“Although previous work suggests that cognitive reserve may be important in this association, to our knowledge, this has not been explored.”
The authors state this as an assumption.
The experience of social isolation differs between community and residential settings.
“as it is considered that the experience of social isolation will differ between community and residential settings.”
The authors state this as an assumption.
Depression is associated with cognitive impairment.
“Given that depression is also associated with cognitive impairment”
The paper relies on this without support.
Some aspects of early- and mid-life reserve, such as education or occupational complexity, cannot be modified in later life.
“Although some aspects of early- and mid- life reserve cannot be modified in later life, such as education or occupational complexity, there are other aspects of reserve that can be modified, such as social activity, to contribute to building reserve and reducing poor cognitive function in later life.”
The paper relies on this without support.
Other aspects of reserve, such as social activity, can be modified in later life and can contribute to building reserve and reducing poor cognitive function.
“Although some aspects of early- and mid- life reserve cannot be modified in later life, such as education or occupational complexity, there are other aspects of reserve that can be modified, such as social activity, to contribute to building reserve and reducing poor cognitive function in later life.”
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
“This further reinforces the importance of social isolation in later life and the benefits of having a wide social network and engagement in frequent social activity on cognitive function (Evans et al., 2018).”
From Living alone and cognitive function in later life (2019) · cites this paper as Evans et al., 2018
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.
- Not confirmedF(6, 1090) = 35.85reported p = .1 · recomputed p < .001
“F(6, 1090) = 35.85, p = .10”
- Not confirmedF(8, 2215) = 57.23reported p = .04 · recomputed p < .001
“F(8, 2215) = 57.23, p = .04”
- Not confirmedF(6, 759) = 11.57reported p = .02 · recomputed p < .001
“F(6, 759) = 11.57, p = .02”
- Not confirmedF(6, 751) = 4.65reported p = .39 · recomputed p < .001
“F(6, 751) = 4.65, p = .39”
- Not confirmedF(8, 1515) = 10.75reported p = .13 · recomputed p < .001
“F(8, 1515) = 10.75, p = .13”
- ConsistentF(1, 2222) = 35.99reported p < .001 · recomputed p < .001
“F(1, 2222) = 35.99, p < .001”
- ConsistentF(7, 2216) = 64.67reported p < .001 · recomputed p < .001
“F(7, 2216) = 64.67, p < .001”
- ConsistentF(6, 1120) = 38.41reported p < .001 · recomputed p < .001
“F(6, 1120) = 38.41, p < .001”
- ConsistentF(1, 1522) = 8.92reported p = .003 · recomputed p = .003
“F(1, 1522) = 8.92, p = .003”
- ConsistentF(7, 1516) = 11.95reported p < .001 · recomputed p < .001
“F(7, 1516) = 11.95, p < .001”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Self-check results appear here once an independent check has confirmed them.
Citations
Cites
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What is cognitive reserve? Theory and research application of the reserve concept
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Mishra, B., Pradhan, J., & Dhaka, S. (2023) · Research Square · doi:10.21203/rs.3.rs-3752200/v1
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Effects of biopsychosocial approach on cognition among Parkinson's population
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Tan, Z., Ping, J., Zhang, Y., Kong, C., Luo, J., & Liu, X. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1469671
Associations Between Internalized HIV Stigma and Cognitive Function Among Older Women With HIV
Vu, T. H., Wise, J. M., Jones, D. L., Wingood, G. M., Diaz, M. M., Chandran, A., Cohen, M. H., Weiser, S. D., Spence, A. B., Wilson, T. E., et al. (2025) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbaf058
Zhai, A., Zou, R.-Q., Lv, T., Yang, S., Zhong, Y., Xiong, Y., Li, F., & Hu, H. (2025) · Journal of Alzheimer s Disease · doi:10.1177/13872877251340078
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Westermeyer, J. C. B., Villalobos, C. P., Dinamarca‐Montecinos, J. L., Schilling-Norman, M. J., Sanders, E., & Briceño, M. L. (2025) · Scientific Reports · doi:10.1038/s41598-025-21426-3
Labonté, K., Nielsen, D. E., Dubé, L., & Paquet, C. (2025) · Aging & Mental Health · doi:10.1080/13607863.2025.2581096
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Flores, F. A., & Méndez‐Díaz, M. (2026) · Revista de la Facultad de Medicina UNAM · doi:10.22201/fm.24484865e.2026.69.3.06
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Metadata
- Authors
- Evans, I. E. M., Llewellyn, D. J., Matthews, F. E., Woods, R. T., Brayne, C., Clare, L., & on behalf of the CFAS-Wales research team
- Affiliations
- University of Exeter (GB)
- University of Cambridge (GB)
- Australian National University (AU)
- Corresponding author
- Evans, Isobel E. M.
- Venue
- PLOS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2018-08-17
- Volume
- 13
- Issue
- 8
- Pages
- e0201008
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC6097646
- OpenAlex
- W2885562630
- Semantic Scholar
- 0eb1f8c6e94aa5029d0a29d2e7657b7f06c5e0d3
- Cited by
- 227
- References
- 47
- Citations by year
- 2026: 13 · 2025: 35 · 2024: 41 · 2023: 30 · 2022: 31 · 2021: 44 · 2020: 15 · 2019: 16 · 2018: 1
- FWCI
- 14.71
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Figshare (submittedVersion)
- Figshare (submittedVersion, cc-by)
- Repository@Hull (Worktribe) (University of Hull) (submittedVersion, cc-by)
- Open Research Exeter (University of Exeter) (submittedVersion, cc-by)
- Bangor University Research Portal (Bangor University) (submittedVersion, cc-by)
- Newcastle University ePrints (Newcastle Univesity) (cc-by)
- Funders
- Alzheimer's Society (AS-DTC-2014-027)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Social Sciences › Health › Health disparities and outcomes
- Social Sciences › Psychology › Developmental and Educational Psychology › Aging and Gerontology Research
- Keywords
- social isolation, cognitive reserve, cognitive function, older adults, cognitive aging, Lubben Social Network Scale, occupational complexity, educational attainment, cognitive activity, social networks
- MeSH terms
- Cognitive Aging, Healthy Aging, Aged, Aged, 80 and over, Cognition, Female, Follow-Up Studies, Humans, Male, Social Isolation, Wales, Linear Models, Cognitive Reserve
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.
A language model drew the claims from the paper on 2026-10-09, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-10-09 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
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 ›
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