The DOI matches its Crossref record; 167 of the 167 references it cites were found in a registry or an index; 84 of the 135 sources its claims cite were checked for support.
13. Older Adults: Standards of Care in Diabetes—2025
Open accessAbstract
The American Diabetes Association (ADA) “Standards of Care in Diabetes” includes the ADA’s current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, an interprofessional expert committee, are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA’s clinical practice recommendations and a full list of Professional Practice Committee members, please refer to Introduction and Methodology. Readers who wish to comment on the Standards of Care are invited to do so at professional.diabetes.org/SOC.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
This ADA Standards of Care section provides evidence-graded recommendations for managing diabetes in older adults, emphasizing comprehensive geriatric assessment, individualized glycemic goals, avoidance of hypoglycemia, and deintensification when treatment burdens outweigh benefits. It synthesizes trials and guidelines on CGM, insulin delivery, pharmacologic therapy, lifestyle, long-term care, and end-of-life care.
Key findings
- Older adults with diabetes are highly heterogeneous; over 29% of people over age 65 have diabetes, and care should assess medical, psychological, functional, and social domains and screen at least annually for geriatric syndromes, hypoglycemia, and polypharmacy.
- Glycemic goals are stratified: healthy older adults may target A1C <7.0–7.5% and/or TIR 70–180 mg/dL ≥70% with time below range <70 mg/dL <4%; intermediate/complex health may target A1C <8.0% and/or TIR ≥50% with time below range <1%; very complex/poor health should avoid reliance on A1C and focus on avoiding hypoglycemia and symptomatic hyperglycemia.
- CGM evidence includes the WISDM trial in adults over 60 with type 1 diabetes, where CGM reduced time with glucose <70 mg/dL by an adjusted treatment difference of −1.9% (−27 min/day; 95% CI −2.8% to −1.1%; P < 0.001) and increased TIR by 8%; in the MOBILE analysis, older adults with type 2 diabetes on basal insulin had greater A1C reduction than younger adults (−0.65% vs. −0.35%) and greater TIR increase (19% vs. 12%, P = 0.01).
- Pharmacologic and lifestyle recommendations include selecting low-hypoglycemia-risk agents, deintensifying/simplifying treatment, using metformin if eGFR ≥30 mL/min/1.73 m², considering intensive lifestyle intervention with 5–7% weight loss for nonfrail older adults with overweight/obesity, and noting a statin time to benefit of 2.5 years.
Methods
- This is the American Diabetes Association “Standards of Care in Diabetes—2025,” Section 13, developed by the ADA Professional Practice Committee, an interprofessional expert committee that updates the Standards annually or more frequently as warranted.
- The evidence-grading system and full methodology are described in the Introduction and Methodology; recommendations are graded (e.g., A, B, C, E).
- It is not a primary study but a narrative synthesis of clinical trials, meta-analyses, observational data, and expert consensus to produce clinical practice recommendations.
Limitations
- The paper states there are few long-term studies in older adults demonstrating benefits of intensive glycemic, blood pressure, and lipid management; there is no global consensus on geriatric classification; evidence for CGM in long-term care is limited; and most advanced insulin delivery trials included relatively few older adults.
- The paper states there is no consensus for type 1 diabetes management at the end of life, and the evidence base for CGM in older adults is primarily in type 1 diabetes, though evidence in type 2 diabetes is growing.
- Evident from the text: as a guideline, many recommendations rely on expert consensus and indirect evidence for older-adult subgroups, and some age-stratified analyses were not powered to detect differences.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
84 of 135 cited sources checked · 20 supported · 0 flagged · accuracy not yet measured
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“These conditions may impact older adults' diabetes self-management abilities and quality of life if left unaddressed (2,6,7).”
What the sources say
- Not checked yetcites [2] Centers for Disease Control and Prevention . National Diabetes Statistics Report. 2024. Accessed 31 August 2024. Available from https://www.cdc.gov/diabetes/php/data-research/index.html
- Partly supportedcites [6] Sudore, 2012, Symptom burden of adults with type 2 diabetes across the disease course: diabetes & aging study, J Gen Intern Med sourceExperimental — accuracy not yet measured
The Background links diabetes with impaired quality of life, and the Discussion recommends addressing symptoms to maximize quality of life. The paper does not establish that these conditions affect older adults’ diabetes self-management abilities. (LLM, conf=0.85)
- Partly supportedcites [7] Laiteerapong, 2011, Correlates of quality of life in older adults with diabetes: the diabetes & aging study, Diabetes Care sourceExperimental — accuracy not yet measured
The Conclusions report that geriatric syndromes, diabetes complications, and hypoglycemia are associated with lower health-related quality of life in older adults with diabetes, and recommend addressing these conditions. The paper does not establish that leaving them unaddressed impairs diabetes self-management abilities; its outcome was quality of life, and the study was cross-sectional. (LLM, conf=0.87)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesEvery source the paper cites for this claim was checked and supports it.
In the paper
“A recent randomized controlled trial of older adults with type 2 diabetes using multiple daily injections who were unable to manage insulin therapy on their own revealed an increase of TIR of 27% over 12 weeks of AID use in addition to tailored home health care services (49).”
What the sources say
- Supportedcites [49] Reznik, 2024, Should people with type 2 diabetes treated by multiple daily insulin injections with home health care support be switched to hybrid closed-loop? The CLOSE AP+ randomized controlled trial, Diabetes Obes Metab source
Split into 2 atoms — 2 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“These individuals are also more likely to experience serious adverse effects of therapeutics, such as hypoglycemia (67).”
What the sources say
- Partly supportedcites [67] Huang, 2014, Rates of complications and mortality in older patients with diabetes mellitus: the diabetes and aging study, JAMA Intern Med sourceExperimental — accuracy not yet measured
The Discussion (page not specified) says functional limitations are likely determinants of hypoglycemia risk and that insulin, sulfonylureas, and intensive treatment may increase that risk. It does not establish increased therapeutic-adverse-effect risk specifically for people with advanced diabetes complications, life-limiting comorbid illness, frailty, or cognitive impairment. (LLM, conf=0.84)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“For statins, a meta-analysis of the previously mentioned trials showed that the time to benefit is 2.5 years (75).”
What the sources say
- Partly supportedcites [75] Yourman, 2021, Evaluation of time to benefit of statins for the primary prevention of cardiovascular events in adults aged 50 to 75 years: a meta-analysis, JAMA Intern Med sourceExperimental — accuracy not yet measured
The Key Points and Discussion report a 2.5-year time to benefit, but specifically for preventing one major adverse cardiovascular event per 100 adults aged 50–75 treated with statins for primary prevention. The citing sentence presents 2.5 years as a general time to benefit for statins without that outcome, treatment threshold, or population. (LLM, conf=0.84)
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Malnutrition is also associated with decreases in activities of daily living, grip strength, physical performance of lower limbs, cognition, and quality of life (81-83).”
What the sources say
- Not checked — no full text of the sourcecites [81] Liu, 2017, Pilot study of the Mini Nutritional Assessment on predicting outcomes in older adults with type 2 diabetes, Geriatr Gerontol Int source
- Partly supportedcites [82] Malara, 2014, Relationship between cognitive impairment and nutritional assessment on functional status in Calabrian long-term-care, Clin Interv Aging sourceExperimental — accuracy not yet measured
The Discussion (page not provided) links malnutrition with greater ADL impairment, and the Results (page not provided) report an association between nutritional status and cognitive performance. The Introduction (page not provided) says malnutrition can reduce health-related quality of life. Our copy does not establish the claimed associations with grip strength or lower-limb physical performance. (LLM, conf=0.88)
- Partly supportedcites [83] Alfonso-Rosa, 2013, The relationship between nutritional status, functional capacity, and health-related quality of life in older adults with type 2 diabetes: a pilot explanatory study, J Nutr Health Aging sourceExperimental — accuracy not yet measured
The Results (Table 3; page unavailable) associate poorer nutritional status with lower-limb strength, quality of life, and reported problems with personal care and daily tasks in older adults with type 2 diabetes. They do not show an association with grip strength, and the paper does not report a nutritional-status association with cognition. The claim also omits the study’s specific population. (LLM, conf=0.87)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“However, studies on diabetes prevention or intensive glycemic and blood pressure management have not demonstrated a reduction in cognitive decline (20,21).”
What the sources say
- Partly supportedcites [20] Launer, 2011, Effects of intensive glucose lowering on brain structure and function in people with type 2 diabetes (ACCORD MIND): a randomised open-label substudy, Lancet Neurol sourceExperimental — accuracy not yet measured
The Discussion (page not provided) reports no cognitive benefit from intensive versus standard glycemic treatment in participants with long-standing type 2 diabetes. The cited study does not establish the sentence’s broader claims about diabetes prevention or intensive blood-pressure management; its Introduction says it did not test early intervention. (LLM, conf=0.87)
- Supportedcites [21] Luchsinger, 2017, Metformin, lifestyle intervention, and cognition in the Diabetes Prevention Program Outcomes Study, Diabetes Care source
This source addresses the diabetes-prevention part of the sentence. Its Results (Table 3) show no significant differences between the lifestyle, metformin, and placebo groups in cognitive performance or in changes between years 8 and 10; the Conclusions likewise report no cognitive benefit from the prevention interventions. The separate claim about intensive blood-pressure management is not attributed to this source. (LLM, conf=0.90)
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Intensive glycemic management with medication plans including insulin and sulfonylureas in older adults with complex medical conditions has been identified as overtreatment and found to be very common in clinical practice (100-104)”
What the sources say
- Partly supportedcites [100] Arnold, 2018, Use of intensive glycemic management in older adults with diabetes mellitus, J Am Geriatr Soc sourceExperimental — accuracy not yet measured
The Discussion reports that tight control with high-risk medications was common in older adults with comorbidities and identifies insulin and sulfonylureas among the medications used. It says these results suggest *potential* overtreatment, however, rather than establishing that every such medication plan is overtreatment. (LLM, conf=0.85)
- Partly supportedcites [101] Andreassen, 2014, Nursing home patients with diabetes: prevalence, drug treatment and glycemic control, Diabetes Res Clin Pract sourceExperimental — accuracy not yet measured
The Discussion says low glucose readings in nursing home patients may indicate overtreatment, and reports that 46% of patients with a recent HbA1c measurement were below the recommended 7.0% limit. The drug-regimen results document insulin and sulfonylurea prescriptions, but the paper does not identify use of either drug itself as overtreatment or establish the claim for older adults beyond nursing homes. (LLM, conf=0.85)
- Partly supportedcites [102] Lipska, 2015, Potential overtreatment of diabetes mellitus in older adults with tight glycemic control, JAMA Intern Med sourceExperimental — accuracy not yet measured
The Discussion reports that approximately 1 million older adults with complex or very complex health attained tight glycemic control using insulin or sulfonylureas, which the authors call potential overtreatment. The claim omits that qualification: the paper does not classify every such treatment plan as overtreatment, and notes that tight control may sometimes be appropriate depending on patient goals and how it is achieved. (LLM, conf=0.84)
- Partly supportedcites [103] Thorpe, 2015, Tight glycemic control and use of hypoglycemic medications in older veterans with type 2 diabetes and comorbid dementia, Diabetes Care sourceExperimental — accuracy not yet measured
The Introduction says older adults with dementia should generally avoid tight glycemic control, and the Results report that 75% of tightly controlled patients used insulin and/or sulfonylureas. The Conclusions call for deintensification but also note that tighter targets or insulin may be appropriate for some patients. The study focuses on older veterans with dementia, so it does not establish that these regimens are invariably overtreatment across all older adults with complex medical conditions. Our copy provides no page numbers for these passages. (LLM, conf=0.84)
- Partly supportedcites [104] McAlister, 2017, Treatment deintensification is uncommon in adults with type 2 diabetes mellitus: a retrospective cohort study, Circ Cardiovasc Qual Outcomes sourceExperimental — accuracy not yet measured
The Discussion (page not provided) identifies intensive glycemic control as a potential overtreatment concern for frail patients and those with multiple comorbidities, but cautions that intensive control does not necessarily constitute overtreatment in every case. The patient-characteristics table records insulin and sulfonylurea use, but the paper does not specifically identify treatment plans containing those drugs as overtreatment. (LLM, conf=0.86)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“Over 6 months, use of CGM resulted in a small but statistically significant reduction in time spent with hypoglycemia (glucose level <70 mg/dL) compared with standard blood glucose monitoring (adjusted treatment difference À1.9% [À27 min/day]; 95% CI À2.8% to À1.1% [À40 to À16 min/day]; P < 0.001) (40,41).”
What the sources say
- Not checked — no full text of the sourcecites [40] Carlson, 2021, Hypoglycemia and glycemic control in older adults with type 1 diabetes: baseline results from the WISDM study, J Diabetes Sci Technol source
- Supportedcites [41] Pratley, 2020, Effect of continuous glucose monitoring on hypoglycemia in older adults with type 1 diabetes: a randomized clinical trial, JAMA source
Split into 2 atoms — 2 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe cited sources support only part of this claim — read each source’s verdict below.
In the paper
“In addition, lifestyle intervention produced benefits on aging relevant outcomes, such as reductions in multimorbidity and improvements in physical function and quality of life (92-95).”
What the sources say
- Partly supportedcites [92] Houston, 2018, Physical function following a long-term lifestyle intervention among middle aged and older adults with type 2 diabetes: the Look AHEAD study, J Gerontol A Biol Sci Med Sci sourceExperimental — accuracy not yet measured
The Discussion (page unavailable) reports better gait speed and physical-performance scores after the Look AHEAD lifestyle intervention, supporting the physical-function part of the claim. This paper does not report reductions in multimorbidity or improvements in quality of life; its use of the SF-36 physical-function score does not establish a quality-of-life benefit. (LLM, conf=0.86)
- Not checked — no full text of the sourcecites [93] Simpson, 2020, Impact of multidomain lifestyle intervention on frailty through the lens of deficit accumulation in adults with type 2 diabetes mellitus, J Gerontol A Biol Sci Med Sci source
- Partly supportedcites [94] Espeland, 2020, Impact of an 8-year intensive lifestyle intervention on an index of multimorbidity, J Am Geriatr Soc sourceExperimental — accuracy not yet measured
The Results and Discussion (page not available in our copy) show that Look AHEAD’s intensive lifestyle intervention slowed the eight-year increase in multimorbidity scores compared with diabetes support and education; scores rose in both groups, so this was not an absolute reduction. This paper does not report improvements in physical function or quality of life as outcomes of its analysis, although its references include other Look AHEAD work on quality of life. (LLM, conf=0.87)
- Partly supportedcites [95] Gregg, 2018, Impact of intensive lifestyle intervention on disability-free life expectancy: the Look AHEAD study, Diabetes Care sourceExperimental — accuracy not yet measured
The Conclusions report improved physical fitness and benefits in mobility, ambulation, and perceived health, supporting the physical-function and quality-of-life portions of the claim. They also mention reductions in chronic kidney disease and other health outcomes, but neither those passages nor the study’s disability findings establish a reduction in multimorbidity. (LLM, conf=0.87)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“This recommendation is supported by results from multiple randomized controlled trials, such as the Action to Control Cardiovascular Risk in Diabetes (ACCORD) study and the Veterans Affairs Diabetes Trial (VADT), which showed that intensive treatment protocols aimed to achieve an A1C <6.0% with complex drug plans significantly increased the risk for hypoglycemia requiring assistance compared with”
What the sources say
- Not checked — no full text of the sourcecites [37] Gerstein, 2008, Effects of intensive glucose lowering in type 2 diabetes, N Engl J Med source
- Partly supportedcites [38] Duckworth, 2009, Glucose control and vascular complications in veterans with type 2 diabetes, N Engl J Med sourceExperimental — accuracy not yet measured
The Treatment Protocol describes intensive drug dosing and adding insulin if A1C remained at or above 6%, but gives VADT’s overall goal as a 1.5-percentage-point difference from standard treatment, not an A1C target below 6%. Table 2 and the Results report significantly more hypoglycemic episodes with intensive treatment in VADT (P<0.001), and the Discussion reports higher hypoglycemia rates in ACCORD. Our copy does not establish that the increased episodes in both studies specifically required assistance. (LLM, conf=0.87)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes
- It may state two separate claims as one. 36
- Probably not a substantial claim. 8
- The quote only partly states this claim. 1
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Older adults with diabetes are at higher risk of cognitive decline and institutionalization (13,14).”
What the sources say
- Not checked — no full text of the sourcecites [13] Xue, 2019, Diabetes mellitus and risks of cognitive impairment and dementia: a systematic review and meta-analysis of 144 prospective studies, Ageing Res Rev source
- Partly supportedcites [14] Roberts, 2014, Association of type 2 diabetes with brain atrophy and cognitive impairment, Neurology sourceExperimental — accuracy not yet measured
The Results and Discussion (indexed under “Statistical analyses”; page unavailable) associate midlife diabetes with poorer cognition and elevated risk of mild cognitive impairment in older adults. The paper reports fewer cognitive effects for late-life-onset diabetes and does not address institutionalization. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“People with diabetes have higher incidences of all-cause dementia, Alzheimer disease, and vascular dementia than people without diabetes (15).”
What the sources say
- Partly supportedcites [15] Xu, 2009, Uncontrolled diabetes increases the risk of Alzheimer's disease: a population-based cohort study, Diabetologia sourceExperimental — accuracy not yet measured
The Results (page not provided) report increased vascular dementia risk for the overall diabetes group, but not increased risk of all-cause dementia or Alzheimer disease for that group. Increased risks for all three outcomes were reported for the subgroup with undiagnosed diabetes, so the citing sentence overgeneralizes the finding to all people with diabetes. (LLM, conf=0.90)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Diabetes-related dementia is characterized by a slower progression of dementia, absence of typical neuroimaging findings, advanced age, elevated A1C levels, long duration of diabetes, high frequency of insulin use, frailty, sarcopenia, and dynapenia (loss of muscle strength not caused by neurologic or muscular diseases) (18).”
What the sources say
- Partly supportedcites [18] Huang, 2022, Association between hypoglycemia and dementia in patients with diabetes: a systematic review and meta-analysis of 1.4 million patients, Diabetol Metab Syndr sourceExperimental — accuracy not yet measured
The Discussion reports that high HbA1c is associated with increased dementia risk in people with diabetes, supporting the elevated-A1C element. It does not describe diabetes-related dementia as a syndrome with slower progression, absent typical neuroimaging findings, advanced age, long diabetes duration, frequent insulin use, frailty, sarcopenia, or dynapenia; its focus is hypoglycemia and dementia risk. (LLM, conf=0.82)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“These data may be a useful starting point to inform decisions about selecting less stringent glycemic goals (56,57).”
What the sources say
- Supportedcites [56] Karter, 2023, Development and validation of the Life Expectancy Estimator for Older Adults with Diabetes (LEAD): the diabetes and aging study, J Gen Intern Med source
The Discussion says LEAD could inform shared decision-making about treatment targets, including relaxing glycemic targets for older adults with limited life expectancy. This supports the hedged claim that its data may be a starting point for such decisions. (LLM, conf=0.92)
- Supportedcites [57] Deardorff, 2023, Incorporating prognosis into clinical decision-making for older adults with diabetes, J Gen Intern Med source
In the section “Incorporating Prognosis into Clinical Decision-Making for Older Adults with Diabetes” (page unavailable), the paper says glycemic targets may reasonably be relaxed for some older adults and uses an estimated life expectancy to discuss an individualized HbA1c goal. It also says life-expectancy estimates should not be the sole basis for decisions, consistent with using the data as a starting point. (LLM, conf=0.90)
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Older adults may be at higher risk of hypoglycemia for many reasons, including irregular meal intake, insulin deficiency necessitating insulin therapy, and worsening kidney function (32).”
What the sources say
- Partly supportedcites [32] Lee, 2017, Risk factors for severe hypoglycemia in black and white adults with diabetes: the Atherosclerosis Risk in Communities (ARIC) study, Diabetes Care sourceExperimental — accuracy not yet measured
The paper says severe hypoglycemia is more common after age 60 and, in the Conclusions (page unavailable), identifies kidney disease as a risk factor. It also links difficulty with eating or preparing meals to hypoglycemia risk, but does not establish irregular meal intake specifically. Although it discusses insulin use in older adults, our copy does not say that insulin deficiency necessitating insulin therapy explains their higher risk. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Cost may be an especially important consideration, as older adults tend to be on many medications and live on fixed incomes (97).”
What the sources say
- Partly supportedcites [97] Zhang, 2018, Change in insurance status and cost-related medication non-adherence among older U.S. adults with diabetes from 2010 to 2014, J Health Med Econ sourceExperimental — accuracy not yet measured
The Abstract (Conclusions; page unavailable) identifies economic pressure as a reason for medication underuse, and Research Design and Methods (Health and comorbid conditions; page unavailable) says comorbid conditions can increase out-of-pocket costs. The paper does not say that older adults generally take many medications or live on fixed incomes; its Socio-economic strata section instead describes several possible income sources. (LLM, conf=0.80)
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The benefits of a structured exercise program (as in the Lifestyle Interventions and Independence for Elders [LIFE] study) in frail older adults include reducing sedentary time, preventing mobility disability, and reducing frailty (84).”
What the sources say
- Partly supportedcites [84] Pahor, 2014, Effect of structured physical activity on prevention of major mobility disability in older adults: the LIFE study randomized clinical trial, JAMA sourceExperimental — accuracy not yet measured
The Results section (Major mobility disability; page not provided) reports fewer cases in the physical-activity group than in the health-education group (30.1% versus 35.5%). The Results section (Intervention adherence; page not provided) reports more moderate activity, but does not establish reduced sedentary time; the copy also does not report reduced frailty. Participants were sedentary older adults with physical limitations, not specifically identified as frail. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Among secondary outcomes, time spent in range between 70 and 180 mg/dL increased by 8% (95% CI 6.0-11.5)and glycemic variability (%CV) decreased.”
What the sources say
- Not checked — no full text of the sourcecites [40] Carlson, 2021, Hypoglycemia and glycemic control in older adults with type 1 diabetes: baseline results from the WISDM study, J Diabetes Sci Technol source
- Partly supportedcites [41] Pratley, 2020, Effect of continuous glucose monitoring on hypoglycemia in older adults with type 1 diabetes: a randomized clinical trial, JAMA sourceExperimental — accuracy not yet measured
The Glycemic Control Outcomes section reports that time in the 70–180 mg/dL range was 8.8 percentage points higher with CGM than with standard blood glucose monitoring, with the cited 95% CI of 6.0–11.5. Table 2 also reports a decrease in glycemic variability (%CV). The citing sentence gives the increase as 8% rather than 8.8%. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“There is less evidence for lipid-lowering therapy and aspirin therapy, although the benefits of these interventions for primary and secondary prevention are likely to apply to older adults whose life expectancies equal or exceed the time frames of the clinical trials (74).”
What the sources say
- Partly supportedcites [74] Gencer, 2020, Efficacy and safety of lowering LDL cholesterol in older patients: a systematic review and meta-analysis of randomised controlled trials, Lancet sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Notably, the Life Expectancy Estimator for Older Adults with Diabetes (LEAD) tool was developed and validated among older adults with diabetes, and a high risk score was strongly associated with having a life expectancy of <5 years (56).”
What the sources say
- Supportedcites [56] Karter, 2023, Development and validation of the Life Expectancy Estimator for Older Adults with Diabetes (LEAD): the diabetes and aging study, J Gen Intern Med source
The Introduction says LEAD was developed for older adults with diabetes, and the Conclusions report good performance in validation cohorts. The Results link higher scores to shorter predicted life expectancy: a score of 11 or more corresponded to a median of 1.5 years and a 6% probability of surviving at least five years. Page numbers are not available in our copy. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Benefits included weight loss, improved physical fitness, increased HDL cholesterol, lowered systolic blood pressure, reduced A1C levels, reduced waist circumference, and reduced need for medications (87).”
What the sources say
- Partly supportedcites [87] Wing, 2013, Cardiovascular effects of intensive lifestyle intervention in type 2 diabetes, N Engl J Med sourceExperimental — accuracy not yet measured
The Results sections report greater weight loss, improved fitness and waist circumference, better A1c and systolic blood pressure, and lower use of antihypertensives, statins and insulin in the intervention group. The Cardiovascular Disease Risk Factors section says that all measured risk factors except LDL improved initially, but our copy does not specifically identify HDL cholesterol or report that it increased. (LLM, conf=0.83)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Diabetes in the aging population is associated with reduced muscle strength, poor muscle quality, and accelerated loss of muscle mass, which may result in sarcopenia or dynapenia (76) and/or osteopenia (77,78).”
What the sources say
- Partly supportedcites [76] Mori, 2021, High prevalence and clinical impact of dynapenia and sarcopenia in Japanese patients with type 1 and type 2 diabetes: findings from the Impact of Diabetes Mellitus on Dynapenia study, J Diabetes Investig sourceExperimental — accuracy not yet measured
The Results and Discussion (page unavailable) report lower muscle mass and strength in older patients with diabetes, declining measures with age, and higher prevalences of sarcopenia and dynapenia. They do not establish accelerated muscle-mass loss or assess muscle quality; the Discussion says intramuscular fat was not evaluated. Osteopenia is attached to different citations in the citing sentence. (LLM, conf=0.86)
- Supportedcites [77] Park, 2007, Accelerated loss of skeletal muscle strength in older adults with type 2 diabetes: the health, aging, and body composition study, Diabetes Care source
The Results (p. 1) report greater declines in leg muscle mass, strength, and quality among older adults with type 2 diabetes. The discussion (p. 3) defines sarcopenia as decreased muscle mass and links type 2 diabetes to rapid loss of muscle mass and strength, supporting the hedged possibility cited as (76). Osteopenia is attached to different citations (77,78), so it is not attributed to this source. (LLM, conf=0.87)
- Partly supportedcites [78] Park, 2006, Decreased muscle strength and quality in older adults with type 2 diabetes: the health, aging, and body composition study, Diabetes sourceExperimental — accuracy not yet measured
The Abstract and Discussion report lower muscle strength and quality in older adults with type 2 diabetes. They do not establish accelerated muscle-mass loss or subsequent sarcopenia or dynapenia: the study found greater arm and leg muscle mass in participants with diabetes, and the Discussion says prospective research is needed to examine muscle-mass loss. Osteopenia is attached to different citations (77, 78), so it is not assessed against this source. (LLM, conf=0.90)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“In contrast to the ORACL study, no significant differences in hypoglycemia were observed.”
What the sources say
- Supportedcites [48] Boughton, 2022, Hybrid closed-loop glucose control compared with sensor augmented pump therapy in older adults with type 1 diabetes: an open-label multicentre, multinational, randomised, crossover study, Lancet Healthy Longev source
The Results report no difference between closed-loop and sensor-augmented pump therapy in time spent with glucose below 3·9 mmol/L. They also report no significant difference at the lower thresholds of 3·5 and 3·0 mmol/L. The passages do not provide page numbers. (LLM, conf=0.92)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesThe quote only partly states this claim.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Once-daily basal insulin injection therapy is associated with minimal side effects and may be a reasonable option in many older adults (134).”
What the sources say
- Partly supportedcites [134] Bradley, 2021, Severe hypoglycemia risk with long-acting insulin analogs vs neutral protamine Hagedorn insulin, JAMA Intern Med sourceExperimental — accuracy not yet measured
The Results report that, among Medicare patients aged 65 or older with type 2 diabetes, long-acting insulin analogs were associated with fewer emergency visits or hospitalizations for hypoglycemia than NPH insulin. The paper does not establish that once-daily basal insulin has minimal side effects overall or recommend it as a reasonable option for many older adults; it also notes that the lower hypoglycemia risk was not seen with concomitant prandial insulin. (LLM, conf=0.84)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources that could be checked couldn’t confirm or dispute this claim.
In the paper
“Inadequate social support and reduced access to long-term services and support may reduce these individuals' quality of life and increase the risk of functional dependency (7).”
What the sources say
- Could not verifycites [7] Laiteerapong, 2011, Correlates of quality of life in older adults with diabetes: the diabetes & aging study, Diabetes Care sourceExperimental — accuracy not yet measured
The Conclusions report that geriatric syndromes and diabetes complications are associated with lower health-related quality of life in older adults with diabetes. The passages searched for social support, long-term services, and functional dependency do not address whether inadequate support or reduced service access affects either outcome. (LLM, conf=0.76)
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Could not verify
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Furthermore, an observational study of older adults with diabetes living in LTC facilities using CGM revealed a high prevalence of hypoglycemia both in people using insulin and in those using sulfonylureas, thus showing that this population of older adults in LTC facilities are at increased risk for hypoglycemia (141).”
What the sources say
- Partly supportedcites [141] Fløde, 2023, High number of hypoglycaemic episodes identified by CGM among home-dwelling older people with diabetes: an observational study in Norway, BMC Endocr Disord sourceExperimental — accuracy not yet measured
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Glyburide is a longer-acting sulfonylurea and should be avoided in older adults (117).”
What the sources say
- Partly supportedcites [117] 2023, American Geriatrics Society 2023 updated AGS Beers Criteria for potentially inappropriate medication use in older adults, J Am Geriatr Soc sourceExperimental — accuracy not yet measured
The Results section identifies glyburide as a longer-acting sulfonylurea and recommends avoiding sulfonylureas as first- or second-line therapy in older adults. The claim omits that treatment qualifier: the paper says that if a sulfonylurea must be used, a short-acting agent is preferred, rather than stating an unconditional prohibition on glyburide. (LLM, conf=0.84)
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.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Due in part to the success of modern diabetes management, people with type 1 diabetes are living longer, and the population of these people over 65 years of age is growing (136-138).”
What the sources say
- Partly supportedcites [136] Livingstone, 2015, Estimated life expectancy in a Scottish cohort with type 1 diabetes, 2008-2010, JAMA sourceExperimental — accuracy not yet measured
The Abstract (Importance) notes major advances in type 1 diabetes treatment, and the Discussion reports higher life expectancy than earlier estimates from other populations. But the Discussion says the study cannot directly establish improvement over time, and our copy does not link any improvement to treatment or show that the population over age 65 is growing. (LLM, conf=0.86)
- Partly supportedcites [137] Miller, 2012, Improvements in the life expectancy of type 1 diabetes: the Pittsburgh Epidemiology of Diabetes Complications study cohort, Diabetes sourceExperimental — accuracy not yet measured
The Abstract reports that life expectancy was about 15 years greater in the Pittsburgh cohort diagnosed in 1965–1980 than in the cohort diagnosed in 1950–1964. The Discussion identifies improved treatment, glucose monitoring, and insulin administration as possible contributors. The paper does not establish that the population of people with type 1 diabetes over age 65 is growing. (LLM, conf=0.88)
- Could not verifycites [138] Bullard, 2018, Prevalence of diagnosed diabetes in adults by diabetes type - United States, 2016, MMWR Morb Mortal Wkly Rep sourceExperimental — accuracy not yet measured
The 2016 prevalence table reports type 1 diabetes among adults aged ≥65, but provides no trend showing that this population is growing. The Discussion says it is not known whether a reported overall diabetes-prevalence trend differs for type 1 diabetes. Searches for longer survival and modern management found no passage linking either to growth in the older population. (LLM, conf=0.75)
Strength:plain· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Nevertheless, a feasibility study in LTC facilities showed that CGM can be useful in older adults with diabetes, although it requires substantial staff training (140).”
What the sources say
- Partly supportedcites [140] Larsen, 2021, Continuous glucose monitoring in older people with diabetes receiving home care—a feasibility study, Pilot Feasibility Stud sourceExperimental — accuracy not yet measured
The Results (Feasibility of CGM) and Discussion support that CGM was feasible and useful for detecting hypoglycemia in older adults with diabetes receiving home care, not in long-term care facilities. The Abstract Results and Key messages say extensive training was needed for personnel administering the MMSE questionnaire, not for CGM; they describe personnel effort as reasonable. (LLM, conf=0.91)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Sulfonylureas and other insulin secretagogues such as the meglitinides (repaglinide and nateglinide) are associated with hypoglycemia, bone loss (115), and fracture risk (116) and should be used with caution.”
What the sources say
- Not checked — no full text of the sourcecites [115] Tramontana, 2024, More rapid bone mineral density loss in older men with diabetes: the Osteoporotic Fractures in Men (MrOS) study, J Clin Endocrinol Metab source
- Partly supportedcites [116] Napoli, 2014, Fracture risk in diabetic elderly men: the MrOS study, Diabetologia sourceExperimental — accuracy not yet measured
The Results report an association between sulfonylurea use and increased fracture risk in older men with diabetes (HR 1.66; 95% CI 1.09–2.51). The cited paper does not report a fracture-risk finding for meglitinides; the separate bone-loss citation is not being judged here. No page numbers are available in our copy. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
Every source the paper cites for this claim was checked and supports it.
In the paper
“There were no differences in TIR, time below range, or mean glucose levels (142).”
What the sources say
- Supportedcites [142] Idrees, 2024, Continuous glucose monitoring-guided insulin administration in long-term care facilities: a randomized clinical trial, J Am Med Dir Assoc source
The Abstract Results and Results sections report no statistically significant differences between the rt-CGM and POC groups in time in range, time below range, or mean CGM glucose. The paper identifies the study as a randomized controlled trial. (LLM, conf=0.94)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Pioglitazone, if used at all, should be used very cautiously in older adults on insulin therapy as well as in those with or at risk for heart failure, fluid retention, weight gain, osteoporosis, falls or fractures, and/or macular edema (113,114).”
What the sources say
- Partly supportedcites [113] Schwartz, 2015, Effects of TZD use and discontinuation on fracture rates in ACCORD bone study, J Clin Endocrinol Metab sourceExperimental — accuracy not yet measured
The Discussion reports prior evidence of increased fracture risk with pioglitazone and bone loss in some populations, while noting that ACCORD could not assess pioglitazone separately from rosiglitazone. The paper does not establish the other attributed concerns—heart failure, fluid retention, weight gain, falls, or macular edema—or a specific risk from use with insulin. (LLM, conf=0.88)
- Partly supportedcites [114] Billington, 2015, The effect of thiazolidinediones on bone mineral density and bone turnover: systematic review and meta-analysis, Diabetologia sourceExperimental — accuracy not yet measured
The Results (Study characteristics; page not provided) report reduced bone mineral density with thiazolidinediones, and the subgroup analysis says findings for pioglitazone were similar. The Discussion advises caution in older patients and those at high risk of fracture. The paper does not substantiate the sentence’s other cautions about heart failure, fluid retention, weight gain, falls, macular edema, or insulin therapy. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“There are now multiple studies evaluating deintensification protocols in diabetes as well as hypertension, demonstrating that deintensification is safe and possibly beneficial for older adults (105).”
What the sources say
- Partly supportedcites [105] Seidu, 2019, Deintensification in older patients with type 2 diabetes: a systematic review of approaches, rates and outcomes, Diabetes Obes Metab sourceExperimental — accuracy not yet measured
The conclusion (p. 10) says limited evidence suggests deintensification’s benefits outweigh its harms in older people with type 2 diabetes. But the review does not establish that deintensification is uniformly safe: the Mortality section (p. 9) reports increased mortality associated with discontinuing antihyperglycaemic or blood-pressure-lowering therapy in two studies. Only one included study examined blood-pressure-lowering therapy (section 3.3, p. 4), so the sentence also overstates the evidence for hypertension. (LLM, conf=0.87)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Of note, a recent randomized controlled trial in LTC facilities showed that real-time CGM use for up to 60 days was safe and effective in guiding insulin doses compared with BGM by point of care.”
What the sources say
- Supportedcites [142] Idrees, 2024, Continuous glucose monitoring-guided insulin administration in long-term care facilities: a randomized clinical trial, J Am Med Dir Assoc source
The Materials and methods section describes random assignment to real-time CGM or point-of-care testing, with follow-up for up to 60 days. The Conclusions and Implications section states that CGM-guided insulin therapy in long-term care facilities was safe and effective, with similar improvement in glycemic control and no increase in hypoglycemia. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The evidence for the safety and efficacy of deintensification protocols in older adults is growing for both glucose and blood pressure management (104,153) and is clearly relevant for palliative care.”
What the sources say
- Partly supportedcites [104] McAlister, 2017, Treatment deintensification is uncommon in adults with type 2 diabetes mellitus: a retrospective cohort study, Circ Cardiovasc Qual Outcomes sourceExperimental — accuracy not yet measured
The Discussion reports that intensive glucose control carries risks, especially for older or frail patients, and argues for greater attention to deintensification. But this study measures how often glycemic medications were reduced; it does not establish the safety or efficacy of deintensification protocols, and it does not study blood-pressure deintensification. The palliative-care relevance is the citing authors’ own framing. (LLM, conf=0.79)
- Partly supportedcites [153] Sheppard, 2020, Effect of antihypertensive medication reduction vs usual care on short-term blood pressure control in patients with hypertension aged 80 years and older: the OPTIMISE randomized clinical trial, JAMA sourceExperimental — accuracy not yet measured
The Primary Outcome section reports that antihypertensive medication reduction was noninferior to usual care for blood-pressure control at 12 weeks in patients aged 80 or older. The Discussion says the trial was not powered to detect differences in adverse effects, and the Subgroup Analyses report more adverse events in the reduction group, so it does not establish safety. Glucose management is covered by the sentence’s other citation; relevance to palliative care is the citing authors’ framing. (LLM, conf=0.86)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources that could be checked couldn’t confirm or dispute this claim.
In the paper
“Unfortunately, these transitions can lead to discontinuity in goals of care, errors in dosing, and changes in nutrition and activity (135).”
What the sources say
- Could not verifycites [135] Diabetes Management Writing Group, 2024, Clinical practice guideline for diabetes management in the post-acute and long-term care setting, J Am Med Dir Assoc sourceExperimental — accuracy not yet measured
The abstract (page not available) discusses aligning diabetes management with patients’ goals of care, but does not describe harms from transitions between care settings. Searches for transitions, dosing errors, and changes in nutrition or activity found no passage in our copy addressing the claimed effects. (LLM, conf=0.72)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Could not verify
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“DPP-4 inhibitors are relatively weak agents and do not reduce or increase major adverse cardiovascular outcomes generally, and there is no interaction by age-group (121).”
What the sources say
- Partly supportedcites [121] Bilal, 2024, Effects of newer anti-hyperglycemic agents on cardiovascular outcomes in older adults: systematic review and meta-analysis, J Diabetes Complications sourceExperimental — accuracy not yet measured
The DPP-4 results passage (labeled Conclusion; page unavailable) reports no significant difference in MACE versus placebo and no significant interaction between the <65 and ≥65 age groups. The passage following Figure 5 likewise reports no cardiovascular-outcome benefit. Our copy does not characterize DPP-4 inhibitors as “relatively weak agents,” so that part of the attributed claim is unsupported. (LLM, conf=0.85)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
None of the sources cited for this claim have been checked yet.
In the paper
“Over 29% of people over the age of 65 years have diabetes (1,2).”
What the sources say
- Not matchedcites [1] Laiteerapong, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked yetcites [2] Centers for Disease Control and Prevention . National Diabetes Statistics Report. 2024. Accessed 31 August 2024. Available from https://www.cdc.gov/diabetes/php/data-research/index.html
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.
- Not matched
In the paper
“Both hyperglycemia and hypoglycemia are associated with a decline in cognitive function (16)(17)(18), and longer duration of diabetes is associated with worsening cognitive function.”
What the sources say
- Not matchedcites (16)(17)(18)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“At the same time, older adults with diabetes also require greater caregiver support and are at greater risk than other older adults for several common geriatric syndromes such as cognitive impairment, depression, urinary incontinence, injurious falls, persistent pain, and frailty as well as polypharmacy (1).”
What the sources say
- Not matchedcites [1] Laiteerapong, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“The Institute for Healthcare Improvement has developed an evidence-based “4Ms” framework for age-friendly health care that is being adopted by many health systems caring for older adults.”
What the sources say
- Not checked — no full text of the sourcecites [8] Cacchione, 2020, Age-friendly health systems: the 4Ms framework, Clin Nurs Res source
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.
In the paper
“Serum glycated protein assays such as fructosamine may also be useful for glycemic monitoring in conjunction with other measures (see Section 6, “Glycemic Goals and Hypoglycemia”) (60)(61)(62).”
What the sources say
- Not matchedcites (60)(61)(62)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
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.
- Not matched
In the paper
“Cognitive decline has been associated with increased risk of hypoglycemia, and conversely, severe hypoglycemia has been linked to increased risk of dementia (33)(34)(35).”
What the sources say
- Not matchedcites (33)(34)(35)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“Special care is required in prescribing and monitoring pharmacologic therapies in older adults (96),”
What the sources say
- Not checked — no full text of the sourcecites [96] Valencia, 2014, Pharmacological treatment of diabetes in older people, Diabetes Obes Metab 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
“These factors increase risk for hypoglycemia, which, in turn, can worsen cognitive function and have multiple other adverse effects in older individuals with diabetes.”
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
“Although minimizing hyperglycemia may be important in older individuals with diabetes, greater reductions in morbidity and mortality are likely to result from a clinical focus on comprehensive cardiovascular risk factor modification.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“These and other short-term trials are supported by observational data from the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) study indicating that among older adults (mean age 58 years) with long-standing type 1 diabetes, routine CGM and insulin pump use was associated with fewer hypoglycemic events and hyperglycemic excursions and”
What the sources say
- Not checked — no full text of the sourcecites [43] Gubitosi-Klug, 2022, Continuous glucose monitoring in adults with type 1 diabetes with 35 years duration from the DCCT/EDIC study, Diabetes Care source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Special care is required in prescribing and monitoring pharmacologic therapies in older adults (96), who are at high risk of polypharmacy, have difficulties in maintaining prescribed medication plans, and may have cognitive impairment and functional impairment.”
What the sources say
- Not checked — no full text of the sourcecites [96] Valencia, 2014, Pharmacological treatment of diabetes in older people, Diabetes Obes Metab source
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Similarly, the increase in time in range (TIR) at 8 months was greater in the older adult group than in the younger adult group (19% vs. 12%, P = 0.01) and the decrease in time above range was greater in the older adult group as well, which shows that CGM benefits extend to older adults with type 2 diabetes who are nonintensively treated (46).”
What the sources say
- Not checked — no full text of the sourcecites [46] Bao, 2022, Effectiveness of continuous glucose monitoring in older adults with type 2 diabetes treated with basal insulin, Diabetes Technol Ther source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Many of the recommendations in this section regarding a comprehensive geriatric assessment and personalization of goals and treatments are directly applicable to older adults with type 1 diabetes; however, this population has unique challenges and requires distinct treatment considerations (139).”
What the sources say
- Not checked — no full text of the sourcecites [139] Heise, 2004, Lower within-subject variability of insulin detemir in comparison to NPH insulin and insulin glargine in people with type 1 diabetes, Diabetes source
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.
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 conclusion, the management of diabetes in older adults at the end of life necessitates a person-centered approach that prioritizes comfort, symptom management, quality of life, and the preservation of dignity.”
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
“CGM is approved for use by Medicare and can play a critical role in improving A1C, reducing glycemic variability, and reducing risk of hypoglycemia (45)”
What the sources say
- Not checked — no full text of the sourcecites [45] Ruedy, 2017, Continuous glucose monitoring in older adults with type 1 and type 2 diabetes using multiple daily injections of insulin: results from the DIAMOND trial, J Diabetes Sci Technol source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
The paper relies on this without support.
Older adults with diabetes have higher rates of functional disability, accelerated muscle loss, mobility impairment, frailty, and coexisting illnesses such as hypertension, chronic kidney disease, coronary heart disease, stroke, and premature death than those without diabetes.
“Older adults with diabetes have higher rates of functional disability, accelerated muscle loss, mobility impairment, frailty, and coexisting illnesses, such as hypertension, chronic kidney disease, coronary heart disease, stroke, and premature death than those without diabetes.”
The paper relies on this without support.
Management of blood pressure and cholesterol lowering with statins have been associated with a reduced risk of incident dementia.
“Management of blood pressure and cholesterol lowering with statins have been associated with a reduced risk of incident dementia and are, thus, particularly important in older adults with diabetes.”
The paper relies on this without support.
Life expectancy is affected by the age of the individual, disease burden, and degree of disability.
“Life expectancy is affected by the age of the individual, disease burden, and degree of disability.”
The paper relies on this without support.
Diabetes is recognized as an independent risk factor for frailty.
“Diabetes is also recognized as an independent risk factor for frailty.”
The paper relies on this without support.
Inadequate nutritional intake, particularly inadequate protein intake, can increase the risk of sarcopenia and frailty in older adults.
“Inadequate nutritional intake, particularly inadequate protein intake, can increase the risk of sarcopenia and frailty in older adults.”
The paper relies on this without support.
Metformin is contraindicated in those with advanced renal insufficiency.
“However, it is contraindicated in those with advanced renal insufficiency and should be used with caution in those with hypoperfusion, hypoxemia, impaired hepatic function, or heart failure because of the increased risk of lactic acidosis.”
The paper relies on this without support.
Metformin can cause gastrointestinal side effects and a reduction in appetite that can be problematic for some older adults.
“Additionally, metformin can cause gastrointestinal side effects and a reduction in appetite that can be problematic for some older adults.”
The paper relies on this without support.
GLP-1 RAs may be associated with nausea, vomiting, diarrhea, or constipation.
“GLP-1 RAs may also be associated with nausea, vomiting, diarrhea, or constipation and should be titrated slowly.”
The paper relies on this without support.
Insulin therapy requires that individuals or their caregivers have good visual and motor skills and cognitive ability to manage the appropriate insulin dose using insulin pens or syringes.
“The use of insulin therapy requires that individuals or their caregivers have good visual and motor skills and cognitive ability to manage the appropriate insulin dose using insulin pens or syringes.”
The paper relies on this without support.
Insulin is an essential life-preserving therapy for people with type 1 diabetes, unlike for those with type 2 diabetes.
“Insulin is an essential life-preserving therapy for people with type 1 diabetes, unlike for those with type 2 diabetes.”
The paper relies on this without support.
To avoid diabetic ketoacidosis, older adults with type 1 diabetes need some form of basal insulin even when they are unable to ingest meals.
“To avoid diabetic ketoacidosis, older adults with type 1 diabetes need some form of basal insulin even when they are unable to ingest meals.”
The paper relies on this without support.
Diabetic ketoacidosis may be mistaken for sepsis, end-organ failure, or other electrolyte abnormalities.
“Diabetic ketoacidosis may be mistaken for sepsis, end-organ failure, or other electrolyte abnormalities.”
The paper relies on this without support.
An older adult residing in a PALTC facility may have irregular and unpredictable meal consumption, undernutrition, anorexia, and impaired swallowing.
“An older adult residing in a PALTC facility may have irregular and unpredictable meal consumption, undernutrition, anorexia, and impaired swallowing.”
The paper relies on this without support.
Therapeutic nutrition plans or modified food consistencies may inadvertently lead to decreased food intake and contribute to unintentional weight loss and undernutrition.
“Furthermore, therapeutic nutrition plans or modified food consistencies may inadvertently lead to decreased food intake and contribute to unintentional weight loss and undernutrition.”
The paper relies on this without support.
According to federal guidelines, at a minimum, assessments should be done at least every 30 days for the first 90 days after admission and then at least once every 60 days and as clinically indicated.
“According to federal guidelines, at a minimum, assessments should be done at least every 30 days for the first 90 days after admission and then at least once every 60 days and as clinically indicated.”
The paper relies on this without support.
There is no role for A1C monitoring in a stable individual with advanced disease.
“There is no role for A1C monitoring.”
The paper relies on this without support.
In an individual with organ failure, preventing hypoglycemia is of greatest significance.
“An individual with organ failure: Preventing hypoglycemia is of greatest significance.”
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.
Boughton et al. are not reference 48
MinorThe cited trial is attributed to Boughton et al. (48), but reference 48 lists Bandeen-Roche et al. and concerns frailty.
“Boughton et al. (48) reported results of an open-label, crossover design clinical trial in 37 older adults ($60 years)”
“48. Bandeen-Roche K, Seplaki CL, Huang J, et al. Frailty in older adults: a nationally representative profile in the United States. J Gerontol A Biol Sci Med Sci 2015;70:1427-1434”
Citation (3) identifies a different report
MinorThe text directs readers to a report titled "Diabetes in Older Adults" as reference 3, but reference 3 is a paper titled "Psychosocial care for people with diabetes."
“Please refer to the American Diabetes Association (ADA) consensus report "Diabetes in Older Adults" for details (3).”
“3. Young-Hyman D, de Groot M, Hill-Briggs F, Gonzalez JS, Hood K, Peyrot M. Psychosocial care for people with diabetes: a position statement of the American Diabetes Association. Diabetes Care 2016;39:2126-2140”
Cited works that were retracted
Works this paper cites that were later retracted, from the retraction notices publishers deposit. Major when the notice came out before this paper was published.
Cites a retracted work: 10.1016/s0140-6736(20)30367-6
MajorThe cited work was retracted on 2023-05-01 (notice 10.1016/s2468-2667(23)00083-x), before this paper was published (2024-12-09). Its authors could have known.
Cited work 10.1016/s0140-6736(20)30367-6 · retracted 2023-05-01 · notice 10.1016/s2468-2667(23)00083-x · this paper published 2024-12-09
“Livingston, 2020, Dementia prevention, intervention, and care: 2020 report of the Lancet Commission, Lancet, 396, 413, 10.1016/S0140-6736(20)30367-6”
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Bao, S., Bailey, R., Calhoun, P., & Beck, R. W. (2022) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2021.0494 · Cited by 81
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SGLT2-inhibitors are effective and safe in the elderly: the SOLD study
Lunati, M. E., Cimino, V., Gandolfi, A., Trevisan, M., Montefusco, L., Pastore, I., Pace, C., Betella, N., Favacchio, G., Bulgheroni, M., et al. (2022) · Pharmacological Research · doi:10.1016/j.phrs.2022.106396 · Cited by 77
Hypoglycemia after antimicrobial drug prescription for older patients using sulfonylureas
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Metformin, lifestyle intervention, and cognition in the Diabetes Prevention Program Outcomes Study
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Use of intensive glycemic management in older adults with diabetes mellitus
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Diabetes Management in Patients Receiving Palliative Care
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Espeland, M. A., Rejeski, W. J., West, D. S., Bray, G. A., Clark, J. M., Peters, A. L., Chen, H., Johnson, K. C., Horton, E. S., Hazuda, H. P., et al. (2013) · Journal of the American Geriatrics Society · doi:10.1111/jgs.12271 · Cited by 66
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Impact of intensive lifestyle intervention on disability-free life expectancy: the Look AHEAD study
Gregg, E. W., Lin, J., Bardenheier, B., Chen, H., Rejeski, W. J., Zhuo, X., Hergenroeder, A. L., Kritchevsky, S. B., Peters, A. L., Wagenknecht, L. E., et al. (2018) · Diabetes Care · doi:10.2337/dc17-2110 · Cited by 64
Pharmacological treatment of diabetes in older people
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Nursing home patients with diabetes: prevalence, drug treatment and glycemic control
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An approach to diabetes mellitus in hospice and palliative medicine
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Aging and physical function in type 2 diabetes: 8 years of an intensive lifestyle intervention
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Self-citationEfficacy and safety profile of SGLT2 inhibitors in the elderly: how is the benefit/risk balance?
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Liberating A1C goals in older adults may not protect against the risk of hypoglycemia
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Self-citationPredicting 5- and 10-year mortality risk in older adults with diabetes
Griffith, K. N., Prentice, J. C., Mohr, D. C., & Conlin, P. R. (2020) · Diabetes Care · doi:10.2337/dc19-1870 · Cited by 48
Use and discontinuation of insulin treatment among adults aged 75 to 79 years with type 2 diabetes
Weiner, J. Z., Gopalan, A., Mishra, P., Lipska, K. J., Huang, E. S., Laiteerapong, N., Karter, A. J., & Grant, R. W. (2019) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2019.3759 · Cited by 47
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Age-friendly health systems: the 4Ms framework
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Severe hypoglycemia risk with long-acting insulin analogs vs neutral protamine Hagedorn insulin
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Classification of Older Adults Who Have Diabetes by Comorbid Conditions, United States, 2005–2006
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Curtis, J. M., Horton, E. S., Bahnson, J., Gregg, E. W., Jakicic, J. M., Regensteiner, J. G., Ribisl, P. M., Soberman, J. E., Stewart, K. J., Espeland, M. A., et al. (2010) · Diabetes Care · doi:10.2337/dc09-1787 · Cited by 37
Impact of an 8‐Year Intensive Lifestyle Intervention on an Index of Multimorbidity
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Clinical complexity and mortality in middle-aged and older adults with diabetes
Cigolle, C. T., Kabeto, M. U., Lee, P. G., & Blaum, C. S. (2012) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/gls095 · Cited by 34
Reznik, Y., Carvalho, M., Fendri, S., Prevost, G., Chaillous, L., Riveline, J. P., Hanaire, H., Dubois, S., Houéto, P., Pasche, H., et al. (2024) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.15351 · Cited by 34
Palliative and end of life care of people with diabetes: issues, challenges and strategies
Dunning, T., & Martin, P. (2018) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2017.09.018 · Cited by 32
Glycated albumin and risk of mortality in the US adult population
Rooney, M. R., Daya, N., Tang, O., McEvoy, J. W., Coresh, J., Christenson, R. H., & Selvin, E. (2022) · Clinical Chemistry · doi:10.1093/clinchem/hvab232 · Cited by 32
High Out-of-pocket Health Care Cost Burden Among Medicare Beneficiaries With Diabetes, 1999–2017
Park, J., Zhang, P., Wang, Y., Zhou, X., Look, K. A., & Bigman, E. T. (2021) · Diabetes Care · doi:10.2337/dc20-2708 · Cited by 31
Gubitosi-Klug, R. A., Braffett, B. H., Bebu, I., Johnson, M. L., Farrell, K., Kenny, D., Trapani, V. R., Meadema-Mayer, L., Soliman, E. Z., Pop-Busui, R., et al. (2022) · Diabetes Care · doi:10.2337/dc21-0629 · Cited by 31
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Approaches to risk assessment among older patients with diabetes
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The Experiences and Care Preferences of People With Diabetes at the End of Life: A Qualitative Study
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Continuous glucose monitoring in older people with diabetes receiving home care—a feasibility study
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High concurrent use of sulfonylureas and antimicrobials with drug interactions causing hypoglycemia
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Clinical practice guideline for diabetes management in the post-acute and long-term care setting
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Self-citationIndividualizing diabetes care in older persons with multimorbidity
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Self-citationMcAuley, S. A., Trawley, S. L., Vogrin, S., et al. (2021) · doi:10.2337/figshare.16924480 · Cited by 5
Incorporating prognosis into clinical decision-making for older adults with diabetes
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Association of Type 2 Diabetes Cognitive Impairment is Mediated by Brain Atrophy (S58.005)
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Predicting 5- and 10-Year Mortality Risk in Older Adults with Diabetes Mellitus
Griffith, K. N., Prentice, J. C., Mohr, D. C., et al. (2020) · doi:10.2337/figshare.12298781
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High Out-of-pocket Health Care Cost Burden Among Medicare Beneficiaries With Diabetes, 1999–2017
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Flagged first, then by citations
Research works printed but not linked: 2
- Laiteerapong, 2018, Diabetes in America
- Sinclair, 2013, International Diabetes Federation (IDF) Global Guideline for Managing Older People with Type 2 Diabetes, International Diabetes Federation
Cited by
Sorted by citations
Gallardo-Gómez, D., Salazar-Martínez, E., Alfonso-Rosa, R. M., Ramos-Munell, J., del Pozo-Cruz, J., del Pozo Cruz, B., & Álvarez-Barbosa, F. (2024) · Diabetes Care · doi:10.2337/dc23-0800 · Cited by 137
Munshi, M. N., Kahkoska, A. R., Neumiller, J. J., Alexopoulos, A., Allen, N. A., Cukierman‐Yaffe, T., Huang, E. S., Lee, S. J., Lipska, K. J., McCarthy, L. M., et al. (2025) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(24)00372-3 · Cited by 42
Self-citationThe Impact of Cognitive Impairment on Cardiovascular Disease
Jamil, Y., Krishnaswami, A., Orkaby, A. R., Stimmel, M. B., Brown, C. H., Mecca, A. P., Forman, D. E., Rich, M. W., Nanna, M. G., & Damluji, A. A. (2025) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2025.04.057 · Cited by 40
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Metadata
- Authors
- American Diabetes Association Professional Practice Committee, ElSayed, N. A., McCoy, R. G., Aleppo, G., Balapattabi, K., Beverly, E. A., Briggs Early, K., Bruemmer, D., Echouffo-Tcheugui, J. B., Ekhlaspour, L., Garg, R., Khunti, K., Lal, R., Lingvay, I., Matfin, G., Napoli, N., Pandya, N., Pekas, E. J., Pilla, S. J., Polsky, S., Segal, A. R., Seley, J. J., Stanton, R. C., & Bannuru, R. R.
- ORCID
- ElSayed, Nuha A.
- McCoy, Rozalina G.
- Aleppo, Grazia
- Balapattabi, Kirthikaa
- Beverly, Elizabeth A.
- Briggs Early, Kathaleen
- Bruemmer, Dennis
- Echouffo-Tcheugui, Justin B.
- Ekhlaspour, Laya
- Garg, Rajesh
- Khunti, Kamlesh
- Lal, Rayhan
- Lingvay, Ildiko
- Napoli, Nicola
- Pandya, Naushira
- Pekas, Elizabeth J.
- Pilla, Scott J.
- Polsky, Sarit
- Segal, Alissa R.
- Seley, Jane Jeffrie
- Stanton, Robert C.
- Bannuru, Raveendhara R.
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2024-12-09
- Volume
- 48
- Issue
- Supplement_1
- Pages
- S266-S282
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- PMC
- PMC11635042
- OpenAlex
- W4405187507
- Semantic Scholar
- 2db9864d5ed37f145f901184a8ff8f915982ada2
- Cited by
- 209
- References
- 155
- Citations by year
- 2026: 93 · 2025: 102 · 2024: 14
- FWCI
- 12.47
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Diabetes Care (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion)
- Funders
- National Institutes of Health (5k23dk121942-05)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- diabetes in older adults, clinical guidelines, quality of care, treatment goals, level of evidence
- MeSH terms
- Aged, Aged, 80 and over, Diabetes Mellitus, Humans, Standard of Care
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 2026-10-27, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-10-27 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
Cited sources are checked with a language model’s help (gpt-6-sol).
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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