Evidence map›Paper›PMID 41770120›Full record

ArticleDiabetes care2026

Everyone or Just Some? Cost-Effectiveness of General Population Versus Targeted Screening Strategies for Type 1 Diabetes in Canada.

Shweta Mital, Desmond A Schatz, Michael J Haller, Diane K Wherrett, Hai V Nguyen

Abstract read
In one paragraph

Article in Diabetes care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Trial
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Shweta MitalCollege of Pharmacy, University of Manitoba, Winnipeg, Manitoba, Canada.ORCID 0009-0008-2440-4313
Desmond A SchatzDepartment of Pediatrics, College of Medicine, University of Florida, Gainesville, FL.
Michael J HallerDepartment of Pediatrics, College of Medicine, University of Florida, Gainesville, FL.
Diane K WherrettDepartment of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada.
Hai V NguyenSchool of Pharmacy, Memorial University of Newfoundland, St. John's, Newfoundland, Canada.

Funding

Breakthrough T1D 3-SRA-2024-1585-S-B
6 · The paper itself

Abstract

objectiveTimely screening for type 1 diabetes can prevent life-threatening diabetic ketoacidosis and offers the opportunity to delay disease onset with emerging disease-modifying therapies. Yet, population-wide screening is costly, raising questions on whether its benefits justify the costs and the optimal age and frequency of screening. This study examined the cost-effectiveness of general population versus targeted autoantibody screening at alternative ages and frequencies. RESEARCH DESIGN AND

methodsUsing a hybrid decision tree-Markov model, this study compared six strategies defined by different populations screened (i.e., general population vs. only groups at high genetic risk or those with a family history), and frequency and age of screening (once at age 4 vs. twice, at ages 2 and 6) versus no screening. Costs were estimated from the Canadian health system perspective, and effectiveness was measured as the number of at-risk children detected.

resultsCompared with family history-based screening at ages 2 and 6, general population screening at age 4 cost $404,534 more but detected 35 more cases (per 10,000 children) for an incremental cost-effectiveness ratio of $11,383/case detected. General population screening at ages 2 and 6 cost an additional $462,679 and detected 18 more cases (per 10,000 children) at an incremental cost of $25,923/case detected. Screening targeted at only infants at high genetic risk involved higher costs and detected fewer cases than general population screening.

conclusionsGeneral population screening detects more at-risk children than targeted approaches but also incurs higher costs. The incremental cost per case detected is comparable to that reported for other pediatric screening initiatives.

Indexed as

Diabetes Mellitus, Type 1Mass ScreeningCanadaChildChild, PreschoolCost-Benefit AnalysisCost-Effectiveness AnalysisHumans

Identifiers

PMID41770120
PMCPMC13094865

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.