The DOI matches its Crossref record; 50 of the 50 references it cites were found in a registry or an index; none of the 36 sources its claims cite is checked for support yet.
Effect of trazodone on cognitive decline in people with dementia: Cohort study using UK routinely collected data
Open accessAbstract
Objectives: Evidence in mouse models has found that the antidepressant trazodone may be protective against neurodegeneration. We therefore aimed to compare cognitive decline of people with dementia taking trazodone with those taking other antidepressants. Methods: Three identical naturalistic cohort studies using UK clinical registers. We included all people with dementia assessed during 2008–16 who were recorded taking trazodone, citalopram or mirtazapine for at least 6 weeks. Linear mixed models examined age, time and sex‐adjusted Mini‐mental state examination (MMSE) change in people with all‐cause dementia taking trazodone compared with those taking citalopram and mirtazapine. In secondary analyses, we examined those with non‐vascular dementia; mild dementia; and adjusted results for neuropsychiatric symptoms. We combined results from the three study sites using random‐effects meta‐analysis. Results: We included 2,199 people with dementia, including 406 taking trazodone, with mean 2.2 years follow‐up. There was no difference in adjusted cognitive decline in people with all‐cause or non‐vascular dementia taking trazodone, citalopram or mirtazapine in any of the three study sites. When data from the three sites were combined in meta‐analysis, we found greater mean MMSE decline in people with all‐cause dementia taking trazodone compared to those taking citalopram (0·26 points per successive MMSE measurement, 95% CI 0·03–0·49; p = 0·03). Results in sensitivity analyses were consistent with primary analyses. Conclusions: There was no evidence of cognitive benefit from trazodone compared to other antidepressants in people with dementia in three naturalistic cohort studies. Despite preclinical evidence, trazodone should not be advocated for cognition in dementia.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
In three UK naturalistic cohort studies of people with dementia, trazodone was not associated with slower cognitive decline compared with citalopram or mirtazapine; pooled analyses suggested slightly faster MMSE decline with trazodone versus citalopram. The authors conclude there is no evidence to advocate trazodone for cognition in dementia.
Key findings
- Among 2,199 people with dementia (406 trazodone, 702 mirtazapine, 1,091 citalopram; mean follow-up 2.2 years), adjusted MMSE change did not differ significantly between trazodone and comparators in any of the three sites for all-cause or non-vascular dementia.
- In random-effects meta-analysis, people with all-cause dementia taking trazodone had greater mean MMSE decline than those taking citalopram: 0.26 points per successive MMSE measurement (95% CI 0.03–0.49; p = 0.03); for non-vascular dementia the difference was 0.32 points (95% CI 0.07–0.57; p = 0.01).
- Pooled trazodone versus mirtazapine showed no significant difference for all-cause dementia: 0.24 points (95% CI −0.01–0.50; p = 0.06).
- In sensitivity analyses restricted to mild dementia, trazodone was associated with faster decline than mirtazapine (0.45 MMSE points per assessment, 95% CI 0.02–0.88; p = 0.04) and citalopram (0.53, 95% CI 0.12–0.94; p = 0.01).
Methods
- Three identical naturalistic cohort studies using routinely collected secondary mental healthcare data from North London, South London, and Oxford (CRIS case registers), covering around 5% of the UK population.
- Inclusion: dementia diagnosis (ICD-10 F01–03 or G30), recorded trazodone, citalopram, or mirtazapine exposure for ≥6 weeks, and ≥2 recorded cognitive test scores with at least one after drug initiation.
- Main analysis: linear mixed models comparing MMSE change adjusted for age, sex, and time between first and last MMSE; site results combined using random-effects meta-analysis. Sensitivity analyses adjusted for neuropsychiatric symptom severity (South London HoNOS agitation/depressed mood) and restricted to mild dementia (MMSE ≥20).
Limitations
- Paper-stated: observational, nonrandomised design with baseline differences suggesting confounding by indication; trazodone groups had lower baseline MMSE and more neuropsychiatric symptoms.
- Paper-stated: data came from secondary mental health services, so follow-up and cognitive assessment may be biased toward patients with continuing clinical concerns and likely worse disease course.
- Paper-stated: no reliable data on medication concordance or dose; manual review of 55 notes found daily doses of 50–300 mg and one “PRN” prescription. Other stated limitations include differing trazodone indications between sites, lack of data on comorbid medications, hospitalisations, physical health, or activities of daily living, and unblinded MMSE assessments.
Model-written summary. Check it against the paper before relying on it.
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Claims the paper makes
0 of 36 cited sources checked · 0 supported · 0 flagged
- Findingown data
In South London, adjusted MMSE decline per assessment in people taking trazodone was 0.27 points more (95% CI 0.00 to 0.54) than in those taking citalopram.
“0.27 (0.00, 0.54) more in South London”
Quote in the paperNot a substantial claim - Findingown data
In adjusted models for all-cause dementia, there were no significant differences in MMSE change between the trazodone and other drug groups.
“In the adjusted model (Table 3, Figure 2) for people with all-cause dementia, there were no significant differences in MMSE change between the trazodone and other drug groups.”
Quote in the paperSubstantial claim - Findingown data
In South London, adjusted MMSE decline per assessment in people taking trazodone was 0.22 points more (95% CI -0.06 to 0.51) than in those taking mirtazapine.
“0.22 more (-0.06,0.51) in South London”
Quote in the paperNot a substantial claim - Findingown data
In South London, for people with non-vascular dementia, there was a marginally faster rate of MMSE decline in those taking trazodone compared to citalopram (0.35 points more per MMSE assessment, 95% CI 0.05 to 0.65).
“and citalopram (0.35 (0.05, 0.65) points per MMSE assessment.)”
Quote in the paperSubstantial claim- Rests on an assumption: The PERK/eIF2α-P pathway is not pathogenic in vascular dementias.
- Findingown data
In North London, adjusted MMSE decline per assessment in people taking trazodone was 0.08 points more (95% CI -1.24 to 1.40) than in those taking citalopram.
“For people taking trazodone compared to citalopram, MMSE decline was 0.08 points (-1.24, 1.40) more per assessment in North London”
Quote in the paperNot a substantial claim
- Findingown data
In pooled random-effects meta-analysis, there was no difference between MMSE change for people taking trazodone versus mirtazapine (0.29 points, 95% CI -0.05 to 0.63, p=0.10, I2=16.3%) for non-vascular dementia.
“0.29 (-0.05, 0.63), p = 0.10, I 2 = 16.3% for non-vascular dementia”
Quote in the paperNot a substantial claim- Rests on an assumption: The PERK/eIF2α-P pathway is not pathogenic in vascular dementias.
- Findingown data
In people with clinically diagnosed dementia prescribed one of three antidepressants, there was no evidence of cognitive benefit of trazodone in either all-cause dementia or non-vascular dementias.
“In this naturalistic cohort study in people with clinically diagnosed dementia who were prescribed one of three antidepressants, we found no evidence of cognitive benefit of trazodone in either allcause dementia or non-vascular dementias.”
Quote in the paperSubstantial claim - Findingown data
In Oxford, adjusted MMSE decline per assessment in people taking trazodone was 0.40 points more (95% CI -0.21 to 1.01) than in those taking mirtazapine.
“0.40 more (-0.21,1.01) in Oxford”
Quote in the paperNot a substantial claim - Findingown data
In Oxford, adjusted MMSE decline per assessment in people taking trazodone was 0.26 points more (95% CI -0.21 to 0.73) than in those taking citalopram.
“0.26 points more (-0.21,0.73) in Oxford”
Quote in the paperNot a substantial claim - Findingown data
People taking trazodone had a slightly worse cognitive trajectory than those taking citalopram.
“Overall, people taking trazodone had a slightly worse cognitive trajectory than those taking citalopram”
Quote in the paperSubstantial claim - Findingown data
In pooled random-effects meta-analysis, MMSE decline was 0.26 points greater (95% CI 0.03 to 0.49, p=0.03, I2=0%) per MMSE assessment for people with all-cause dementia taking trazodone compared to citalopram.
“MMSE decline was 0.26 points greater ((0.03, 0.49), p = 0.03, I 2 = 0%) per MMSE assessment more for people with all-cause dementia taking trazodone compared to citalopram”
Quote in the paperSubstantial claim - Findingown data
In North London, adjusted MMSE decline per assessment in people taking trazodone was 0.01 points more (95% CI -1.33 to 1.35) than in those taking mirtazapine.
“MMSE decline per assessment in people taking trazodone was 0.01 (95% confidence interval -1.33, 1.35) points more than those taking mirtazapine in North London”
Quote in the paperSubstantial claim - Findingcitation
People in each of the three drug groups showed an initial improvement from the first to second assessment.
“The people in each of the three drug groups showed an initial improvement from the first to second assessment”
Quote in the paperNot a substantial claim - Findingown data
People with mild dementia taking trazodone declined faster than comparators.
“We found those with mild dementia taking trazodone declined faster than comparators”
Quote in the paperSubstantial claim - Findingown data
Patients in this study had moderately severe dementia at baseline (mean MMSE in the three sites 13.7 to 18.1).
“Patients in our study had moderately severe dementia at baseline (mean MMSE in the three sites 13.7 to 18.1)”
Quote in the paperSubstantial claim - Findingnone given
Cognitive decline was subsequently seen in all drug groups.
“As expected, cognitive decline was subsequently seen in all drug groups.”
Quote in the paperNot a substantial claim - Findingown data
The coefficients for MMSE change across the whole follow-up period show a mean decline in cognitive function of between 0.5 and 1 point per successive MMSE assessment, which took place at an interval of between 4 and 7 months.
“The coefficients for MMSE change were summarised across the whole follow-up period and show mean decline in cognitive function of between 0.5 and 1 point per successive MMSE assessment, which took place at an interval of between 4 and 7 months.”
Quote in the paperNot a substantial claim - Findingown data
Sensitivity analyses adjusted for severity of neuropsychiatric symptoms and restricted to people with mild dementia at baseline showed a consistent absence of positive findings.
“The consistent absence of positive findings in our sensitivity analyses adjusted for severity of neuropsychiatric symptoms and in people with mild dementia at baseline adds to the strength of our conclusions.”
Quote in the paperSubstantial claim - Study design and conductcitation
GATE software has previously been shown to have precision (positive predictive value) of between 94% and 96% for correct identification of psychotropic drugs in these data.
“GATE software has previously been shown to have precision (akin to positive predictive value) of between 94% and 96% for correct identification of psychotropic drugs in these data.18,19”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [18]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [19]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductcitation
MMSE has shown validity in differentiating people with and without dementia in previous studies using this datasource.
“MMSE has shown validity in differentiating people with and without dementia in previous studies using this datasource.25”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [25]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductcitation
Data on date of death from the Office of National Statistics mortality database and the NHS national spine linked using NHS national patient record numbers and additional sociodemographic data have been shown to have accuracy of 94%.
“These data have been shown to have accuracy of 94%.28”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Vascular dementia is not considered to be neurodegenerative.
“We repeated our main analysis excluding those who had been diagnosed with vascular dementia, as it is not considered to be neurodegenerative, 30 so we hypothesised it as less likely to be affected by trazodone treatment.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [30]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Trazodone was linked to lower levels of phosphorylated tau, a feature of Alzheimer's disease pathology.
“There is potential benefit of this therapeutic approach for other forms of dementia as trazodone was linked to lower levels of phosphorylated tau, a feature of Alzheimer's disease pathology.5”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [5]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
There was no evidence of cognitive benefit from trazodone compared to other antidepressants in people with dementia in three naturalistic cohort studies.
“There was no evidence of cognitive benefit from trazodone compared to other antidepressants in people with dementia in three naturalistic cohort studies.”
Quote in the paperSubstantial claim - Premisecitation
One small randomised controlled trial found worse MMSE function in people with Alzheimer's disease taking trazodone compared to those who received behavioural management techniques for agitation (mean baseline MMSE 14).
“One of these found worse MMSE function in people with AD taking trazodone compared to those who received behavioural management techniques for agitation 32 (mean baseline MMSE 14)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [32]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
There is no consistent evidence of cognitive benefit for citalopram and mirtazapine in dementia.
“and there is no consistent evidence of cognitive benefit for these medications.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [37]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [38]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductreasoning
These sensitivity analyses may still have had residual confounding.
“although these analyses may still have had residual confounding.”
Quote in the paperNot a substantial claim - Interpretationown data
Despite preliminary evidence from animal models, evidence from this study and others suggests there is no current justification to advocate trazodone use for cognition in dementia.
“Despite the preliminary evidence from animal models, evidence from our study and others suggests there is no current justification to advocate trazodone use for cognition in dementia.”
Quote in the paperSubstantial claim - Interpretationown data
This study provides strong evidence as to the absence of cognitive benefit of trazodone in its current routine clinical use.
“providing strong evidence as to the absence of cognitive benefit of trazodone in its current routine clinical use.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The cohort's derivation of patients from secondary mental healthcare services meant that data was only available for those continuing to receive follow-up from these services, with potential for bias.
“In addition, our cohort's derivation of patients from secondary mental healthcare services meant that data was only available for those continuing to receive follow-up from these services, with potential for bias.”
Quote in the paperNot a substantial claim - Interpretationown data
The worse cognitive performance for patients taking trazodone compared to citalopram in this study suggests it is unlikely that there is cognitive benefit from trazodone.
“The worse cognitive performance for patients taking trazodone compared to citalopram in our study suggests it is unlikely that there is cognitive benefit from trazodone.”
Quote in the paperSubstantial claim - Premisecitation
Trazodone for sleep disturbance in Alzheimer's disease had no effect on cognition or general function (mean baseline MMSE 11.4).
“Trazodone for sleep disturbance in AD had no effect on cognition or general function 33 (mean baseline MMSE 11.4).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [33]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
People taking trazodone may have had more advanced dementia with more severe neuropsychiatric symptoms.
“People taking trazodone therefore may have had more advanced dementia with more severe neuropsychiatric symptoms.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The observational, nonrandomised study design meant that there were baseline differences between the groups which may suggest confounding by indication.
“Our observational, nonrandomised study design meant that there were baseline differences between the groups which may suggest confounding by indication.”
Quote in the paperSubstantial claim - Premisecitation
A cohort study using UK general practice data reported higher incidence of dementia in 4,596 people aged over 50 years without dementia at baseline who were prescribed trazodone compared to those taking other antidepressants.
“Firstly, a cohort study using UK general practice data reported higher incidence of dementia in 4,596 people aged over 50 years without dementia at baseline who were prescribed trazodone compared to those taking other antidepressants.41”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [41]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
This study supports evidence from small randomised controlled trials (sample sizes between 15 and 37) that examined the cognitive effect of trazodone as a secondary outcome.
“This supports evidence from small randomised controlled trials (sample sizes between 15 and 37) which have examined the cognitive effect of trazodone as secondary outcomes.”
Quote in the paperNot a substantial claim - Premisecitation
A Cochrane review of pharmacological interventions for agitation in dementia found no difference in global impression or trial withdrawal rates between trazodone and typical antipsychotics or placebo.
“a Cochrane review of pharmacological interventions for agitation in dementia found no difference in global impression or trial withdrawal rates between trazodone and typical antipsychotics or placebo.34”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [34]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Citalopram appeared to worsen cognition in the CitAD randomised, double-blinded, placebo-controlled trial.
“citalopram and mirtazapine appeared to worsen cognition in the multicentre randomised, doubleblinded, placebo-controlled trials CitAD 37 and HTA-SADD 38 respectively”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Mirtazapine appeared to worsen cognition in the HTA-SADD randomised, double-blinded, placebo-controlled trial.
“citalopram and mirtazapine appeared to worsen cognition in the multicentre randomised, doubleblinded, placebo-controlled trials CitAD 37 and HTA-SADD 38 respectively”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [38]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
Some people in this study may have received a lower or higher dose than the experimental study.
“so some in our study may have received a lower or higher dose than the experimental study.”
Quote in the paperNot a substantial claim - Premisecitation
A trial of trazodone for neuropsychiatric symptoms in frontotemporal dementia found no effect on MMSE (mean baseline MMSE 20.8).
“another trial of trazodone for neuropsychiatric symptoms in FTD found no effect on MMSE 9 (mean baseline MMSE 20.8).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
A small study of non-demented people found a three-fold increase in incident dementia in the 15 people taking trazodone compared to non-users.
“thirdly a small study of non-demented people found three-fold increase in incident dementia in the 15 people taking trazodone compared to non-users.43”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [43]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
This study provides naturalistic evidence of the lack of effect of trazodone on cognitive decline, compared to other antidepressants.
“This study provides naturalistic evidence of the lack of effect of trazodone on cognitive decline, compared to other antidepressants.”
Quote in the paperSubstantial claim - Interpretationown data
There is no modification of cognitive trajectory associated with trazodone in people with established dementia.
“This study suggests that there is no modification of cognitive trajectory associated with trazodone in people with established dementia.”
Quote in the paperSubstantial claim - Interpretationown data
Trazodone does not confer cognitive benefit early in the illness (mild dementia).
“suggesting trazodone does not confer cognitive benefit early in the illness.”
Quote in the paperSubstantial claim
- Probably not a substantial claim. 34
- It may state two separate claims as one. 32
- The quote only partly states this claim. 1
Probably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown data1,733 (78.8%) had a neurodegenerative non-vascular dementia.
“1,733 (78.8%) had a neurodegenerative non-vascular dementia.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataMean baseline MMSE in the total sample was 18.8 (SD 2.6).
“Mean baseline MMSE in the total sample was 18.8 (2.6)”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataMean daily trazodone dose was 101.8 mg (range 50-300 mg).
“mean daily dose was 101.8 mg (range 50-300 mg)”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataIn a sample of 55 participants, the primary indication for trazodone was depression, agitation or insomnia.
“The primary indication for use of trazodone in a sample of 55 participants was depression, agitation or insomnia”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Findingown dataMost participants were of white ethnicity (79.8%), 34.2% were married and 32.7% widowed.
“Most were white ethnicity (79.8%), 34.2% were married and 32.7% widowed.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataThere was an absence of cognitive benefit from trazodone in all three clinical sites, as well as when combined in meta-analysis.
“We found an absence of cognitive benefit from trazodone in all three clinical sites, as well as when combined in meta-analysis.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataThere was a similar pattern of worse cognitive trajectory for trazodone compared with mirtazapine, but the result was not significant due to smaller numbers.
“there was a similar pattern in the comparison between trazodone and mirtazapine although the smaller numbers in these groups meant that the result was not significant.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataThe study included 2,199 people with dementia, of whom 406 were prescribed trazodone, 702 mirtazapine and 1,091 citalopram.
“We included 2,199 people with dementia, of whom 406 were prescribed trazodone, 702 mirtazapine and 1,091 citalopram”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataMean follow-up was 2.2 years (SD 1.4).
“The mean follow-up was 2.2 years duration (standard deviation (sd) 1.4 years)”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataThe sensitivity analysis included 1,236 people with all-cause dementia in South London.
“We included 1,236 people with all-cause dementia in South London”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataMean time between MMSE assessments was between 4 and 7 months in the drug groups.
“the mean time between each MMSE assessment was between 4 and 7 months in the drug groups.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Findingown dataResults in sensitivity analyses were consistent with primary analyses.
“Results in sensitivity analyses were consistent with primary analyses.”
Quote in the paperNot a substantial claimThe quote only partly states this claim.
Findingown dataIn South London, for people with non-vascular dementia, there was a marginally faster rate of MMSE decline in those taking trazodone compared to mirtazapine (0.31 points more per MMSE assessment, 95% CI 0.00 to 0.62).
“there was a marginally faster rate of MMSE decline in the South London site for people taking trazodone compared to mirtazapine (0.31 (0.00, 0.62) points more per MMSE assessment)”
Quote in the paperSubstantial claim- Rests on an assumption: The PERK/eIF2α-P pathway is not pathogenic in vascular dementias.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Findingown dataParticipants were on average 79.3 (SD 3.0) years old and 1,435 (65.3%) were female.
“Participants were 79.3 (3.0) years old on average and 1,435 (65.3%) were female.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Findingown dataThe cohort comprised 455 participants from North London, 1,263 from South London, and 481 from Oxford.
“455 participants were from North London, 1,263 from South London; and 481 from Oxford.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataThe indication for trazodone differed between sites, suggesting that clinical use of the medication may be different, but consistent results were found from the three sites.
“Furthermore, the indication for trazodone differed between sites suggesting that clinical use of the medication may be different but nonetheless we found consistent results from the three sites.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataAmong 660 of 1,263 patients in South London with mild all-cause dementia at baseline (61 trazodone, 248 mirtazapine, 351 citalopram), people taking trazodone had faster cognitive decline than those taking mirtazapine (0.45 MMSE difference per assessment (0.02; 0.88), p = 0.04) and citalopram (0.53 (0.12; 0.94), p = 0.01).
“When we included only the 660 of 1,263 patients in South London with mild all-cause dementia at baseline (61 trazodone, 248 mirtazapine, 351 citalopram) we found that people taking trazodone had faster cognitive decline than those taking mirtazapine (0.45 MMSE difference per assessment (0.02; 0.88), p = 0.04) and citalopram (0.53 (0.12; 0.94), p = 0.01) (Appendix 1b).”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataIn sensitivity analyses, results were consistent when adjusted for neuropsychiatric symptom severity and when only those with mild dementia at baseline were analysed.
“In our sensitivity analyses, we found consistent results when we adjusted for neuropsychiatric symptom severity and when we only analysed those with mild dementia at baseline”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataManual review of the notes of 55 randomly-selected patients found a range of daily doses (50 to 300 mg) and one patient marked as receiving the medication 'PRN'.
“We therefore manually reviewed the notes of 55 randomly-selected patients, finding a range of daily doses (50 to 300 mg) and one patient marked as receiving the medication 'PRN'.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataIn models adjusted for agitation and depressed mood, people with mild dementia taking trazodone performed worse on successive MMSE assessments than those taking mirtazapine (0.43 (0.00; 0.86), p = 0.05) and citalopram (0.52 (0.10; 0.93), p = 0.01).
“In models adjusted for agitation and depressed mood, people with mild dementia taking trazodone performed worse on successive MMSE assessments than those taking mirtazapine (0.43 (0.00; 0.86), p = 0.05) and citalopram (0.52 (0.10; 0.93), p = 0.01).”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataPatients in the trazodone groups had lower MMSE scores at baseline and more neuropsychiatric symptoms than the comparator groups.
“Patients in the trazodone groups had lower MMSE scores at baseline and more neuropsychiatric symptoms than the comparator groups.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataResults were similar to primary analyses with no difference in cognitive decline between those taking trazodone and mirtazapine (0.21 (-0.08, 0.49)) or citalopram (0.25 (-0.02, 0.52)).
“Results were similar to primary analyses (Appendix 1b) with no difference in cognitive decline between those taking trazodone and mirtazapine (0.21 (-0.08, 0.49)) or citalopram (0.25 (-0.02, 0.52)).”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Study design and conductcitationHoNOS is a clinician-rated scale with acceptable psychometric properties.
“HoNOS is a clinician-rated scale with acceptable psychometric properties which is usually completed at regular clinical assessments”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [27]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. It may state two separate claims as one.
PremisecitationIn mouse models of neurodegenerative disease, trazodone restored protein synthesis, was neuroprotective, restored memory deficits, prevented neurodegeneration, and prolonged survival.
“A recent study found that trazodone has effect on eIF2α-P in mouse models of neurodegenerative disease 2 ; it restored protein synthesis, was neuroprotective, restored memory deficits, prevented neurodegeneration, and prolonged survival in these models of prion disease and frontotemporal dementia.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [2]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
PremisecitationTrazodone may be used as a treatment for depression or other neuropsychiatric symptoms, and these symptoms may be risk factors for or symptoms of worse dementia trajectory.
“As trazodone may be used as a treatment for depression or other neuropsychiatric symptoms, and these symptoms may be risk factors for or symptoms of worse dementia trajectory, 12 we also aimed to take into account the potential confounding effect of neuropsychiatric symptoms.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [12]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
PremisecitationTrazodone is prescribed for non-cognitive symptoms of dementia, which may reflect more rapidly progressive dementia.
“As trazodone is prescribed for non-cognitive symptoms of dementia which may reflect more rapidly progressive dementia, 11 we compared trazodone with citalopram and mirtazapine”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [11]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Study design and conductnone givenFunders had no role in the study design and the collection, analysis, and interpretation of data and the writing of the article and the decision to submit it for publication.
“Funders had no role in the study design and the collection, analysis, and interpretation of data and the writing of the article and the decision to submit it for publication.”
Quote in the paperNot a substantial claimProbably not a substantial claim.
Study design and conductcitationMMSE has good psychometric properties for determining disease severity.
“MMSE is a 30point scale assessing global cognitive function regularly recorded by clinicians, has good psychometric properties for determining disease severity, 23 and has been used as a cognitive outcome measure in trials.24”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [23]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductcitationMMSE has been used as a cognitive outcome measure in trials.
“has been used as a cognitive outcome measure in trials.24”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [24]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
PremisecitationCitalopram and mirtazapine do not have effect on eIF2α-P.
“antidepressant drugs which do not have effect on eIF2α-P 2 but are prescribed for similar indications.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [2]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. It may state two separate claims as one.
Study design and conductreasoningAny relevant record of the drugs of interest during the study window would be detected by the GATE algorithm, so drug exposure was measured longitudinally.
“Any relevant record of the drugs of interest during the study window would be detected by the GATE algorithm so drug exposure was measured longitudinally.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [18]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [19]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductown dataIn post-hoc sensitivity analyses, the study examined whether confounding by indication affected the results.
“In post-hoc sensitivity analyses, we examined whether confounding by indication affected our results”
Quote in the paperNot a substantial claimProbably not a substantial claim. It may state two separate claims as one.
Study design and conductown dataThe main analysis was pre-specified and adjusted for age, sex and the length of time between first and last MMSE scores.
“Our pre-specified main analysis was adjusted for age, sex and the length of time (as a continuous variable) between first and last MMSE scores.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
InterpretationcitationThe initial improvement may reflect the combined effect of simultaneous initiation of pharmacological or psycho-social cognition-enhancing treatments, improvement of cognition as a result of the antidepressants alleviating neuropsychiatric symptoms, or practice effect in MMSE performance.
“This improvement may reflect the combined effect of simultaneous initiation of pharmacological or psycho-social cognitionenhancing treatments, improvement of cognition as a result of the antidepressants alleviating neuropsychiatric symptoms, or practice effect in MMSE performance.44”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
InterpretationreasoningThe drugs may have been used differentially for depression, meaning that trazodone may have been used for people with treatment resistance, which could have ameliorated the drug's potential cognitive benefit.
“In addition, the drugs may have been used differentially for depression meaning that trazodone may have been used for people with treatment resistance which could have ameliorated the drug's potential cognitive benefit.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Study design and conductcitationUse of data from three different services covering around 5% of the UK's population, and inclusion of almost all eligible people, ensures that the findings are generalizable and avoids the selection bias common in randomised controlled trials.
“Our use of data from three different services covering around 5% of the UK's population, as well as the inclusion of almost all eligible people in this naturalistic study, ensures that our findings are generalizable and avoids the selection bias common in randomised controlled trials.45,46”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [45]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [46]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationThe initial improvement from the first to second assessment is consistent with other naturalistic studies examining cognitive function in routine practice.
“and this is consistent with other naturalistic studies examining cognitive function in routine practice.16”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.
Study design and conductreasoningUse of mixed linear models is a strong analytic approach as it uses every cognitive assessment to reduce measurement error.
“Our use of mixed linear models is a strong analytic approach as it uses every cognitive assessment to reduce measurement error.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Study design and conductreasoningWe could not derive reliable data on concordance with prescribed medication, nor dose, which may modulate any cognitive effect of trazodone.
“Unlike studies which use pharmacy data and scrutinise drug use, we could not derive reliable data on concordance with prescribed medication, nor dose, which may modulate any cognitive effect of trazodone.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
InterpretationcitationThree other studies support our finding as they did not find cognitive benefit or reduced dementia incidence in people without dementia.
“Three other studies support our finding as they did not find cognitive benefit or reduced dementia incidence in people without dementia.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [41]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [42]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [43]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim.
InterpretationreasoningPatients with continuing clinical concerns, and likely worse disease course, may be more likely to receive follow-up and cognitive assessment.
“Patients with continuing clinical concerns, and likely worse disease course, may be more likely to receive follow-up and cognitive assessment.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Study design and conductnone givenThis is the largest study to examine the effect of trazodone on cognition with any comparator and with the longest follow-up.
“This is the largest study to examine the effect of trazodone on cognition with any comparator and with the longest follow-up”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Study design and conductreasoningMMSE assessments were unblinded, meaning that there could be patient or observer bias if clinicians were expecting different cognitive benefit from the drugs of interest.
“Finally, MMSE assessments were unblinded meaning that there could be patient or observer bias if clinicians were expecting different cognitive benefit from the drugs of interest”
Quote in the paperNot a substantial claimProbably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.
InterpretationreasoningSuch bias is unlikely as, at the time of these observations, it was not widely thought that these drugs were of cognitive benefit.
“but such effect is unlikely as, at the time of these observations, it was not widely thought that these drugs were of cognitive benefit.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
PremisecitationThere is mixed literature on the cognitive effect of citalopram and mirtazapine in dementia, including early preclinical evidence of neuroprotective effects.
“There is mixed literature on the cognitive effect of citalopram and mirtazapine in dementia, including early preclinical evidence of neuroprotective effects.35,36”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [35]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [36]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.
InterpretationreasoningThe sample consisted of older people for whom a smaller dose is required to achieve the same plasma level, and clinicians were likely to have prescribed sufficient doses targeting clinical effect.
“However, our sample consisted of older people for whom a smaller dose is required to achieve the same plasma level, and clinicians were likely to have prescribed sufficient doses targeting clinical effect.”
Quote in the paperNot a substantial claimProbably not a substantial claim. It may be too vague to check against evidence.
InterpretationreasoningThe consistent results between these settings lends support to our conclusions.
“However, the custom in these clinical settings is to follow patients receiving active intervention and the consistent results between these settings lends support to our conclusions.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
PremisecitationThere are several potential limitations of routinely collected data resources, including non-representative patient populations, misclassification bias or confounding by indication, meaning that conclusions using such data should be cautious.
“There are several potential limitations of these data resources, including non-representative patient populations, misclassification bias or confounding by indication, 45 meaning that conclusions using such data should be cautious.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [45]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. The paper may give no reason why it holds.
InterpretationreasoningThese factors are unlikely to have confounded the main analyses as they would not have affected the decision about prescribing of trazodone.
“although these factors are unlikely to have confounded our main analyses as they would not have affected the decision about prescribing of trazodone.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenAlthough duration of drug exposure was variable, this was accounted for in the analysis.
“Although duration of drug exposure was variable, this was accounted for in our analysis.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Premisenone givenThe dose used in the mouse-model study was equivalent to 194 mg daily in humans.
“The dose used in the mouse-model study was equivalent to 194 mg daily in humans”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
PremisecitationA cross-sectional observational study in UK Biobank participants without dementia found no cognitive benefit associated with trazodone and instead a slowing of reaction time.
“Secondly, a cross-sectional observational study examining the cognitive effects of a range of medications in participants without dementia in the UK Biobank found no cognitive benefit associated with trazodone and instead a slowing of reaction time, 42”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [42]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim. It may be too vague to check against evidence.
InterpretationreasoningThis research is evidence of the potential utility of large scale routinely collected research data for the rapid examination of research hypotheses to guide future experimental studies.
“Our research is evidence of the potential utility of large scale routinely collected research data for the rapid examination of research hypotheses to guide future experimental studies.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductown dataWe lacked other information of interest, including data on comorbid medications, hospitalisations, physical health or activity of daily living performance.
“We lacked other information of interest including as we were not able to derive data on comorbid medications, hospitalisations, physical health or activity of daily living performance”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The PERK/eIF2α-P pathway is not pathogenic in vascular dementias.
“because the PERK/eIF2α-P pathway is not pathogenic in vascular dementias”
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.
Abstract denies a significant site-level difference reported in Table 3
MajorThe abstract says there was no adjusted difference at any site, but Table 3 reports greater decline for trazodone than citalopram in South London patients with non-vascular dementia (p = 0.02).
“There was no difference in adjusted cognitive decline in people with all-cause or non-vascular dementia taking trazodone, citalopram or mirtazapine in any of the three study sites.”
“Non-vascular dementia adjusted model a Trazodone -1.17 (0.14) Reference Mirtazapine -0.87 (0.16) 0.31 (0.00; 0.62) 0.05* Citalopram -0.83 (0.15) 0.35 (0.05; 0.65) 0.02*”
South London ethnicity percentages are reversed
MinorIn the South London ethnicity row, 20 of 451 mirtazapine patients is 4.4%, not 2.1%; 13 of 622 citalopram patients is 2.1%, not 4.4%.
Reported 2.1 · recomputed 4.43459
“Other 2 1.1 20 2.1 13 4.4”
Overall baseline MMSE standard deviation is incompatible with subgroup data
MinorThe reported overall baseline MMSE SD of 2.6 is too small to encompass the South London citalopram subgroup alone, which has 622 patients with an SD of 6.6, out of 2,199 patients overall.
“Mean baseline MMSE in the total sample was 18.8 (2.6)”
“South London Number of patients 190 451 622 Mean years follow-up (sd) 2.6 (2.7) 2.5 (2.3) 2.3 (1.8) 0.38 Age at drug initiation (y � sd) 78.3 (8.3) 79.3 (9.5) 79.1 (9.6) 0.22 Sex Female 99 52.1 308 68.3 415 66.7 0.05 Missing 0 0 4 0.9 3 0.5 Ethnicity White 147 77.4 342 75.8 475 76.4 <0.001”
Trazodone indication sample is described as 55 rather than 56 patients
MinorThe text says indications were reviewed in 55 participants, while Table 2 lists 16, 20 and 20 participants across the sites, totaling 56. The table separately notes that one Oxford patient lacked dose information, but not indication information.
“The primary indication for use of trazodone in a sample of 55 participants was depression, agitation or insomnia (Table 2)”
“T A B L E 2 Indication for trazodone in a sample of 20 participants in each sites Symptom North London (n = 16 a ) South London (n = 20) Oxford (n = 20)”
Overall follow-up standard deviation is incompatible with site data
MinorThe reported overall follow-up SD of 1.4 years is smaller than the minimum implied by the three South London groups alone, which contain 1,263 of the 2,199 patients and have SDs of 2.7, 2.3 and 1.8 years.
“The mean follow-up was 2.2 years duration (standard deviation (sd) 1.4 years)”
“South London Number of patients 190 451 622 Mean years follow-up (sd) 2.6 (2.7) 2.5 (2.3) 2.3 (1.8)”
Overall age standard deviation is incompatible with subgroup data
MinorThe stated overall age SD of 3.0 years cannot encompass the South London subgroups: one alone contains 622 patients with an age SD of 9.6 years, out of 2,199 patients overall.
“Participants were 79.3 (3.0) years old on average”
“South London Number of patients 190 451 622 Mean years follow-up (sd) 2.6 (2.7) 2.5 (2.3) 2.3 (1.8) 0.38 Age at drug initiation (y � sd) 78.3 (8.3) 79.3 (9.5) 79.1 (9.6)”
Citations
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Artificial intelligence for dementia—Applied models and digital health
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Self-citationCouteur, D. G. L., Hilmer, S. N., Glasgow, N., Naganathan, V., & Cumming, R. G. (2025) · Wiley eBooks · doi:10.1002/9781119870203.mpg006.pub2 · Cited by 59
Underwood, B. R., Lourida, I., Gong, J., Tamburin, S., Tang, E. Y. H., Sidhom, E., Tai, X. Y., Betts, M. J., Ranson, J. M., Zachariou, M., et al. (2025) · Alzheimer s & Dementia Translational Research & Clinical Interventions · doi:10.1002/trc2.70037 · Cited by 16
Targeting the Unfolded Protein Response as a Disease-Modifying Pathway in Dementia
Sidhom, E., O'Brien, J. T., Butcher, A. J., Smith, H., Mallucci, G. R., & Underwood, B. R. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23042021 · Cited by 15
Ľupták, M., Fišar, Z., & Hroudová, J. (2023) · Antioxidants · doi:10.3390/antiox12061208 · Cited by 13
Management of Psychiatric Symptoms in Dementia
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Dong, M., Liu, C., Luo, H., Su, D., Li, G., Xu, F., Song, M., & Zhang, Y. (2024) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2024.12.005 · Cited by 9
Eyob, E., Shaw, J. S., Bakker, A., Munro, C. A., Spira, A. P., Wu, M. N., Rabinowitz, J. A., Peters, M. E., Wanigatunga, S., Zipunnikov, V., et al. (2024) · Journal of Alzheimer s Disease · doi:10.3233/jad-230635 · Cited by 6
Trazodone and patient outcomes in dementia—Limitations of naturalistic cohort data
Sidhom, E., Padilla, M. S., Lewis, J. R., White, S. R., O'Brien, J. T., Mallucci, G. R., & Underwood, B. R. (2022) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.5777 · Cited by 2
History of Psychoactive Medication a Risk Factor for Neurocognitive Decline After Cardiac Surgery
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Self-citationFrontotemporal dementia: Pathogenesis and treatment
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Metadata
- Authors
- Sommerlad, A., Werbeloff, N., Perera, G., Smith, T., Costello, H., Mueller, C., Kormilitzin, A., Broadbent, M., Nevado‐Holgado, A., Lovestone, S., Stewart, R., & Livingston, G.
- Affiliations
- University College London (GB)
- Bar-Ilan University (IL)
- King's College London (GB)
- Oxford Health NHS Foundation Trust (GB)
- University of Oxford (GB)
- South London and Maudsley NHS Foundation Trust (GB)
- Corresponding author
- Sommerlad, Andrew
- ORCID
- Venue
- International Journal of Geriatric Psychiatry
- Publisher
- Wiley
- Published
- 2021-10-04
- Volume
- 37
- Issue
- 1
- ISSN
- 0885-6230 (ISSN-L)
- 1099-1166
- OpenAlex
- W3202777717
- Semantic Scholar
- f714cfa27481b71ea1705e7a567f57d32a3af788
- Cited by
- 14
- References
- 46
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 2 · 2023: 3 · 2022: 3
- FWCI
- 1.25
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- International Journal of Geriatric Psychiatry (publishedVersion, cc-by)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- Guy's and St Thomas' Charity
- National Institute for Health Research
- UCLH Biomedical Research Centre
- Medical Research Council
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Pharmacology (medical) › Treatment of Major Depression
- Health Sciences › Medicine › Geriatrics and Gerontology › Pharmaceutical Practices and Patient Outcomes
- Keywords
- trazodone, dementia, cognitive decline, antidepressants, citalopram, mirtazapine, Mini-Mental State Examination, neuroprotection, neuropsychiatric symptoms, mild dementia
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 2026-11-07, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-11-07 (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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