Hypoglycemia in Adults
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6 of 14 cited sources checked · 0 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Fear of hypoglycemia may lead some individuals to target higher BG levels in an effort to avoid hypoglycemia, thereby worsening overall glycemic management.
“This fear may lead some individuals to target higher BG levels in an effort to avoid hypoglycemia, thereby worsening overall glycemic management [8e10].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8e10]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Iatrogenic hypoglycemia is a major obstacle to achieving glycemic targets in individuals with type 1 or type 2 diabetes mellitus treated with insulin and/or insulin secretagogues.
“Iatrogenic hypoglycemia is a major obstacle to achieving glycemic targets in individuals with type 1 or type 2 diabetes mellitus treated with insulin and/or insulin secretagogues [1e3].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [1e3]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Hypoglycemia is often the primary barrier to achieving glycemic targets in individuals with type 1 diabetes.
“Hypoglycemia is often the primary barrier to achieving glycemic targets in individuals with type 1 diabetes [16].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] Cryer, 1994, Banting Lecture. Hypoglycemia: The limiting factor in the management of IDDM, Diabetes source
- May combine two claims. 4
- Classified as probably not a substantial claim. 1
May combine two claims.
PremisecitationHypoglycemia is rare in individuals with type 2 diabetes who are not using insulin or insulin secretagogues, although it may still occur.
“Hypoglycemia is rare in individuals with type 2 diabetes who are not using insulin or insulin secretagogues, although it may still occur [12,13].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [12] Danowitz, 2022, The role of GLP-1 signaling in hypoglycemia due to hyperinsulinism, Front Endocrinol (Lausanne) source
The Incretin Physiology section (page unavailable) says incretin-enhancing therapies used for type 2 diabetes are not associated with overt hypoglycemia, while GLP-1 given with a sulfonylurea can cause it. That supports a narrower treatment-specific point, but the paper does not establish that hypoglycemia is rare across all people with type 2 diabetes who use neither insulin nor insulin secretagogues. (LLM, conf=0.78)
Experimental — accuracy not yet measured - cites [13] Joseph, 2021, Symptomatic hypoglycemia during treatment with a therapeutic dose of metformin, Am J Case Rep source
The Background and Discussion say that hypoglycemia at a therapeutic metformin dose is rare but possible, and describe a patient who reported no other diabetes treatment. They do not establish that hypoglycemia is rare across all people with type 2 diabetes who are not using insulin or insulin secretagogues; the evidence is specific to metformin treatment. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationUp to 65% of individuals with either type 1 or type 2 diabetes treated with insulin or insulin secretagogues self-report at least 1 episode of hypoglycemia in a given year, with a higher incidence in people with type 1 diabetes.
“Hypoglycemia is very common; up to 65% of individuals with either type 1 or type 2 diabetes (treated with insulin or insulin secretagogues) self-report at least 1 episode of hypoglycemia in a given year, with a higher incidence in people with type 1 diabetes [11].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [11] Ratzki-Leewing, 2018, Real-world crude incidence of hypoglycemia in adults with diabetes: Results of the InHypo-DM Study, Canada, BMJ Open Diabetes Res Care source
The Frequency estimates section reports that 65.2% of the combined sample self-reported at least one event, and that the proportion was higher in type 1 diabetes (83.0%) than in type 2 (approximately 62.0%). But 65.2% is a pooled figure, not an upper bound for each diabetes type. The measure also combines non-severe events recalled over 30 days with severe events recalled over one year, rather than measuring all episodes over a year. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThe frequency and severity of hypoglycemia can negatively impact quality of life in individuals with diabetes and promote fear of future episodes of hypoglycemia.
“The frequency and severity of hypoglycemia can negatively impact quality of life [4,5] in individuals with diabetes and promote fear of future episodes of hypoglycemia [6,7].”
Quote in the paperSubstantial claim2 of 4 sources checked- cites [4] Alvarez-Guisasola, 2010, Association of hypoglycemic symptoms with patients’ rating of their health-related quality of life state: A cross sectional study, Health Qual Life Outcomes source
The Results and Discussion (page not provided) link hypoglycemic symptoms and increasing symptom severity to lower quality-of-life ratings in European patients with type 2 diabetes receiving oral treatment. The paper does not establish that the frequency of episodes affects quality of life; it assessed whether patients recalled symptoms in the previous year. The fear-of-future-episodes clause has separate citations and is not attributed to this source. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [5] Chatwin, 2021, The impact of hypoglycaemia on quality of life outcomes among adults with type 1 diabetes: A systematic review, Diabetes Res Clin Pract source
The Summary (p. 5) links severe and self-treated hypoglycaemia with greater fear, and section 1.3.2 (p. 14) reports one study linking severe episodes with lower diabetes-specific quality of life. But that section says the overall evidence does not show an association with diabetes-specific quality of life and is insufficient for generic quality of life. The review concerns adults with type 1 diabetes, not all individuals with diabetes, and does not establish that episode frequency worsens quality of life. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [6] Anderbro, 2010, Fear of hypoglycaemia in adults with type 1 diabetes, Diabet Med source
- cites [7] Belendez, 2009, Beliefs about insulin as a predictor of fear of hypoglycaemia, Chronic Illn source
May combine two claims.
PremisecitationThe major risk factors for level 3 hypoglycemia include a prior episode of severe hypoglycemia, advancing age, low or high glycated hemoglobin (A1C), IAH, long duration of diabetes, autonomic neuropathy, adolescents and preschool-aged children unable to detect and/or treat mild hypoglycemia on their own, severe cognitive impairment, reduced health literacy, food insecurity, long duration of胰岛素治疗,
“The major risk factors for level 3 hypoglycemia include a prior episode of severe hypoglycemia [17e19], advancing age [20], low or high glycated hemoglobin (A1C) [18,20e24], IAH [25,26], long duration of diabetes [22,27], autonomic neuropathy [28], adolescents [29] and preschool-aged children unable to detect and/or treat mild hypoglycemia on their own, severe cognitive impairment [30,31], reduced”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [17e19]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [20] Miller, 2010, The effects of baseline characteristics, glycaemia treatment approach, and glycated haemoglobin concentration on the risk of severe hypoglycaemia: Post hoc epidemiological analysis of the ACCORD study, BMJ source
The Abstract reports increasing risk with age, and the ‘Absolute levels of haemoglobin A1C and hypoglycaemia risk’ section reports greater risk with higher A1C. The ‘Hypoglycaemia risk according to baseline subgroups’ section reports a larger intensive-versus-standard treatment hazard ratio at lower baseline A1C, but does not establish low A1C itself as a risk factor. Page numbers are unavailable in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [18,20e24]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
PremisecitationThe severity of hypoglycemia is characterized by the severity of the associated symptoms of hypoglycemia and risks, as defined by the International Hypoglycemia Study Group.
“The severity of hypoglycemia is not strictly defined by glucose levels, but is characterized by the severity of the associated symptoms of hypoglycemia and risks, as defined by the International Hypoglycemia Study Group [14] (Tables 2 and 3).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [14] 2017, Glucose concentrations of less than 3.0 mmol/L (54 mg/dL) should be reported in clinical trials: A joint position statement of the American Diabetes Association and the European Association for the Study of Diabetes, Diabetes Care source
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The common recommendation for hypoglycemia treatment (15 g simple carbohydrates, recheck in 15 min) was predominantly based on expert opinion and two small-sized studies of intravenous insulin-induced hypoglycemia in people living with type 1 diabetes mellitus.
“Remarkably, this “15 grams/15 minutes” treatment is solely based on expert opinion, and two frequently-referenced, small-sized studies of intravenous insulin-induced hypoglycemia in people living with T1D [3–7].”
From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [5]
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredThe majority of non-severe hypoglycemia events are treated by the person living with diabetes with oral ingestion of simple carbohydrates to rapidly raise blood glucose levels.
“The majority of non-severe hypoglycemia events are treated by the person living with diabetes with oral ingestion of simple carbohydrates to rapidly raise the blood glucose levels [3–5].”
From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [5]
The “Level 1 or 2 hypoglycemia” section says these events are self-treatable and that oral glucose raises blood glucose within 20 minutes. The treatment recommendations advise people with level 1 or 2 hypoglycemia to ingest fast-acting carbohydrate. The paper does not establish that a majority of non-severe events are actually treated this way; page numbers were not available in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measuredMost current guidelines recommend a glucose threshold below 3.9 or 4.0 mmol/L as requiring prompt treatment, especially when insulin or sulfonylurea is active in the body.
“However, most current guidelines recommend a glucose threshold of below 3.9 or 4.0 mmol/L as requiring prompt treatment, especially when insulin or sulfonylurea is active in the body [3–5].”
From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [5]
The treatment recommendations (page unavailable) call for prompt treatment of level 1 and 2 hypoglycemia and retreatment if glucose remains below 3.9 mmol/L. The guideline also identifies insulin and sulfonylureas as causes of hypoglycemia. It does not establish that most current guidelines use this threshold or document a 4.0 mmol/L threshold. (LLM, conf=0.82)
Experimental — accuracy not yet measuredLack of timely treatment of Level 1 hypoglycemia leads to Level 2 hypoglycemia.
“Lack to timely treatment will then lead to Level 2 hypoglycemia (glucose below 3.0 mmol/L), also known as moderate hypoglycemia, when the person living with diabetes experiences neuroglycopenic symptoms such as confusion, drowsiness, slurred speech, and weakness [3–5].”
From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [5]
The Treatment of Hypoglycemia section says hypoglycemia should be treated immediately, and Table 2 classifies level 2 as glucose below 3.0 mmol/L with neuroglycopenic symptoms (page not provided). The paper does not say that failing to treat level 1 promptly will necessarily lead to level 2. (LLM, conf=0.83)
Experimental — accuracy not yet measuredThe 15 g/15 min recommendation has been widespread in clinical guidelines for the past few decades and has been suggested for both people living with T2D and type 1 diabetes mellitus.
“This recommendation has been widespread in clinical guidelines for the past few decades and has been suggested for both people living with T2D and type 1 diabetes mellitus (T1D) [3–5].”
From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [5]
The guideline’s Treatment of hypoglycemia recommendation advises 15 g of fast-acting carbohydrate and retesting after 15 minutes for individuals with diabetes, supporting its application to both type 1 and type 2 diabetes. The passages do not establish that the recommendation has been widespread across clinical guidelines for the past few decades. (LLM, conf=0.85)
Experimental — accuracy not yet measured
The most common recommendation for hypoglycemia treatment is oral ingestion of 15 g of simple carbohydrates with glucose recheck in 15 min.
“The most common recommendation for hypoglycemia treatment is the oral ingestion of 15 g of simple carbohydrates, with glucose recheck in 15 min [3–5].”
From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [5]
The mean initial hypoglycemia in Vindedzis et al. 2012 was 2.7 to 2.9 mmol/L, which was level 2 moderate hypoglycemia and substantially lower than the other two included studies.
“Furthermore, the mean initial hypoglycemia in this study was 2.7 to 2.9 mmol/L [13], which was level 2 moderate hypoglycemia (glucose < 3.0 mmol/l) [3–5], and was substantially lower than that of the other two included studies [11, 12].”
From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [5]
The reported 89% hypoglycemia event resolution with 20 g carbohydrates at 10-minute recheck in Vindedzis et al. 2012 was of very limited applicability because most current guidelines define hypoglycemia resolution as above 3.9 or 4.0 mmol/L.
“Their reported 89% hypoglycemia event resolution with 20 g of carbohydrates at 10-minute recheck [13] was of very limited applicability because most current guidelines define hypoglycemia resolution as above 3.9 or 4.0 mmol/L [3–5].”
From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [5]
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“Islet cell [119 e 121] and whole pancreas [83,122 e 124] transplantation have both been shown to reduce hypoglycemia and restore glucose counter-regulation, and should be considered for individuals with type 1 diabetes who experience recurrent level 3 hypoglycemia (see “ Diabetes and…”
BackgroundSelf-citationMechanisms of hypoglycemia unawareness and implications in diabetic patients
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UNRECOGNISED NOCTURNAL HYPOGLYCÆMIA IN INSULIN-TREATED DIABETICS
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Pharmacologic Glycemic Management of Type 2 Diabetes in Adults---2024 Update
Shah, B. R., BAJAJ, H. S., Butalia, S., Dasgupta, K., Eurich, D. T., Jain, R., Leung, K., Mansell, K. D., & Simpson, S. H. (2024) · Canadian Journal of Diabetes · doi:10.1016/j.jcjd.2024.08.002 · Cited by 32 · see citing works
Self-citationRatzki‐Leewing, A. A., Harris, S. B., RABASA-LHORET, R. P. R., & Poon, Y. (2025) · Diabetes Obesity and Metabolism · doi:10.1111/dom.16266 · Cited by 9 · see citing works
“23 Ontario, which has the largest public drug system in Canada and a high prevalence of diabetes (11% of the population vs. 9.4% nationally), 24 is the first province in which FSL is covered for people with T2DM who are using any insulin regimen.”
InfluentialQiang, J. K., Kiss, A., Yu, W., Amaral, A. C. K.-B., Shelton, D., Notario, L., & Halperin, I. J. (2025) · Canadian Journal of Diabetes · doi:10.1016/j.jcjd.2025.10.173 · Cited by 1 · see citing works
Hussein, M. T. E., & Dolynny, A. (2026) · The Journal for Nurse Practitioners · doi:10.1016/j.nurpra.2026.105955
Vantomme, K., Dolatabadi, S., Sidhu, B., Hopman, W. M., & Houlden, R. L. (2026) · Canadian Journal of Diabetes · doi:10.1016/j.jcjd.2026.05.009
Prince, N., Lochnan, H., Shorr, R., Garon-Mailer, A., & Sun, C. J. (2026) · BMC Endocrine Disorders · doi:10.1186/s12902-025-02144-3
Talbo, M. K., Peters, T. M., Yale, J., Katz, A., Laforest, C., Vanasse, A., Kichler, J., RABASA-LHORET, R. P. R., & Brazeau, A. (2026) · Endocrine Practice · doi:10.1016/j.eprac.2026.01.004
Self-citationNURSING DIAGNOSIS IN PATIENTS WITH HYPOGLYCEMIA IN THEEMERGENCY DEPARTMENT
Hidayati, N. L., Aldia, M. A. P., & Maghfuroh, L. (2025) · INTERNATIONAL JOURNAL OF NURSING AND MIDWIFERY SCIENCE (IJNMS) · doi:10.29082/ijnms/2025/vol9/iss2/717
“Extreme drops in blood sugar levels can impair brain and central nervous system function, which can impact patient safety (Lega et al., 2023).”
(2025) · Elsevier eBooks · doi:10.1016/b978-3-437-21211-6.00016-2
Approach to Hypoglycemia in the ICU
Mishra, S. B., Samal, S., & Panda, S. (2025) · Springer eBooks · doi:10.1007/978-981-95-0179-3_49
Aging In The Face of Diabetes: Severe Hypoglycemia in Older Adults
Ratzki‐Leewing, A. A. (2024) · Canadian Diabetes & Endocrinology Today · doi:10.58931/cdet.2024.2226
“Dr. Ratzki-Leewing has presented and published widely with citations in the Diabetes Canada Clinical Practice Guidelines and the American Diabetes Association Standards of Care.”
BackgroundFu, J. M., & Gilbert, J. L. (2024) · Canadian Primary Care Today · doi:10.58931/cpct.2024.2126
Self-citation
- Authors
- Lega, I. C., Yale, J.-F., Chadha, A., Paty, B., Roscoe, R., Snider, M., Steier, J., Bajaj, H. S., Barnes, T., Gilbert, J., Honshorst, K., Kim, J., Lewis, J., MacDonald, B., MacKay, D., Mansell, K., Senior, P., Rabi, D., & Sherifali, D.
- ORCID
- Venue
- Canadian Journal of Diabetes
- Publisher
- Elsevier BV
- Published
- 2023-10
- Volume
- 47
- Issue
- 7
- Pages
- 548-559
- ISSN
- 1499-2671 (ISSN-L)
- OpenAlex
- W4387499806
- Semantic Scholar
- 0764170e9b102ee345f9fd8b8bce0f0b9de26e4c
- Cited by
- 12
- References
- 147
- Citations by year
- 2026: 4 · 2025: 5 · 2024: 3
- FWCI
- 1.98
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Canadian Journal of Diabetes (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Keywords
- hypoglycemia, diabetes mellitus, insulin, insulin secretagogues, sulfonylureas, meglitinides, impaired awareness of hypoglycemia, fear of hypoglycemia, glucagon, continuous glucose monitoring, hypoglycemia prevention, hypoglycemia treatment, type 1 diabetes, type 2 diabetes, hypoglycemia education
- MeSH terms
- Adult, Blood Glucose, Diabetes Mellitus, Type 1, Humans, Hypoglycemia, Hypoglycemic Agents
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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-11.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-11.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
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