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Record W4411288609 · doi:10.2337/db25-1511-p

1511-P: In Canadian Adults Living with Type 1 Diabetes, Additional Autoimmune Diseases Are Associated with More Chronic Complications and Depression

2025· article· en· W4411288609 on OpenAlexaboutno aff
MERYEM K. TALBO, Virginie Messier, RÉMI P.R. RABASA-LHORET

Bibliographic record

VenueDiabetes · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicDiabetes and associated disorders
Canadian institutionsnot available
Fundersnot available
KeywordsDepression (economics)MedicineDiabetes mellitusType 1 diabetesType 2 diabetesAutoimmune diseaseInternal medicinePsychiatryEndocrinologyDisease

Abstract

fetched live from OpenAlex

Introduction and Objective: People living with type 1 diabetes (pwT1D) are at risk for micro and macrovascular complications, mental health issues, as well as higher risk for additional autoimmune diseases (AD+). We aimed to understand the association between additional ADs and T1D related physical and mental burdens in Canadian adults. Methods: This was a cross-sectional study using data from the BEhaviors, Therapies, TEchnologies, and hypoglycemic Risk in T1D (BETTER) registry of adults (≥18 years) living with T1D. We compared reported prevalence of micro and macrovascular complications, hypoglycemia, and mental health questionnaire (PHQ-9 and DDS) scores between those with T1D alone and T1D with AD+. Results: Our study included 3222 participants (66.2% female, age 42.7 +/-15.0 years); 36.3% of respondents reported ≥1 additional AD and this AD+ group was older (+4.4 years) with a higher percentage of females (77.5%). pwT1D from AD+ group had similar HbA1c (p=0.20) but were more likely to report hypoglycemia: level 2 in the past month (OR: 1.27 [95%Cl 1.06-1.52]) and level 3 hypoglycemia (1.22 [1.05-1.42]) since diagnosis. The presence of additional ADs was associated with more chronic complications (cardiovascular disease, retinopathy, neuropathy, nephropathy, gastroparesis) (1.38-1.49), higher depression scores (p=0.015) and anxiety/depression medication use (1.31 [1.10-1.56]). However, there was no effect on diabetes distress score (DDS) (p=0.14). Higher number of ADs was associated with higher depression scores (p=0.03) and higher number of chronic complications (p<0.0001). Conclusion: Having additional ADs with T1D is associated with higher levels of both physical and mental complications of T1D. Disclosure C.A.A. Locatelli: None. M.K. Talbo: Other Relationship; Dexcom, Inc. V. Messier: None. R.P.R. Rabasa-Lhoret: Advisory Panel; Abbott, Eli Lilly and Company, Novo Nordisk, Sanofi, Insulet Corporation. Other Relationship; Medtronic. Advisory Panel; Bayer Pharmaceuticals, Inc. Funding The BETTER registry is supported by grants from the Canadian Institutes of Health Research (grant number JT1- 157204); Breakthrough T1D Canada (grant number 3- SRA-2024-1523-M-N); and Diabète Québec as well as through non-restrictive grants from Eli Lilly Canada Inc., Novo Nordisk Canada and Sanofi-Aventis Canada and a donation from Dexcom Canada.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.031
Threshold uncertainty score0.073

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0020.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0220.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.002
GPT teacher head0.195
Teacher spread0.192 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2025
Admission routes1
Has abstractyes

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