Evidence map›Paper›PMID 42764665›Full record

ArticleJournal of diabetes science and technology2026

Agreement of Over-the-Counter Continuous Glucose Monitors With Capillary-Meter Glucose in Young Adults Without Diabetes.

Navneet Prakash, Andrea H Barrows, Matthew Stults-Kolehmainen, Andrew J Loza, Marcus W Kilpatrick, Garrett I Ash

Registry-linked trialAbstract read
In one paragraph

Article in Journal of diabetes science and technology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07255183 (Impact of Blood Glucose on Motivation States), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

NCT07255183 nacompletednot on this map

Impact of Blood Glucose on Motivation States: A Double-Blind Placebo-Controlled Study

TypeinterventionalSponsorUniversity of South FloridaRan2025 to 2026Enrolled40ConditionsMotivationArmsExercise, Sugar Drink, Non-sugar beverage
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Navneet PrakashDepartment of Internal Medicine, Yale School of Medicine, New Haven, CT, USA.ORCID 0009-0001-5175-000X
Andrea H BarrowsExercise Science Program, University of South Florida, Tampa, USA.
Matthew Stults-KolehmainenDivision of Digestion, Yale-New Haven Hospital, CT, USA.
Andrew J LozaDepartment of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, CT, USA.
Marcus W KilpatrickExercise Science Program, University of South Florida, Tampa, USA.
Garrett I AshDepartment of Internal Medicine, Yale School of Medicine, New Haven, CT, USA.ORCID 0000-0002-8655-7525

Funding

Informatics-Based Digital Application to Promote Safe Exercise in Middle-Aged Adults with Type 1 DiabetesK01DK129441 · NIDDK · YALE UNIVERSITY · PI Garrett Igo Ash · 2022 to 2026
$950k
NIDDK NIH HHS K01 DK129441
6 · The paper itself

Abstract

backgroundOver-the-counter continuous glucose monitors (OTC CGMs) are increasingly used by individuals without diabetes for lifestyle modification, weight management, athletics, and metabolic screening, and have potential as an affordable tool for glucose data collection in research. However, accuracy and agreement data in their intended populations are limited. No independent study has yet evaluated OTC CGM accuracy or agreement.

methodWe evaluated OTC CGMs worn by participants (n = 39) without diabetes across sessions combining rest or exercise with placebo or sugar-sweetened drink consumption that mimic scenarios in which CGM values may be used to make health-related decisions. We assessed agreement with capillary-meter glucose, interparticipant differences in CGM performance, and delay of CGM recordings.

resultsOverall mean absolute relative difference (MARD) was 12.9%, mean bias -4.8 mg/dL, and within-15%/15-mg/dL agreement 66.5%. Agreement was significantly worse under sugar than placebo consumption (MARD 15.3% vs 10.6%,

conclusionsOver-the-counter continuous glucose monitors seemingly agreed with overall capillary glucose trends but were less reliable for exact-value agreement. They may aid lifestyle monitoring but warrant caution for diagnostic thresholds, real-time change-indicator use, and research.We analyze data from a clinical trial: ClinicalTrials.gov, https://clinicaltrials.gov/study/NCT07255183?id=NCT07255183, NCT07255183. CLINICAL IMPACT: Over-the-counter continuous glucose monitors are reaching patients through primary care recommendations and direct consumer purchase, often before any structured education on interpretation. This first independent evaluation in adults without diabetes shows that OTC CGMs agree reasonably well with capillary trends but are less reliable for exact values, particularly after carbohydrate intake, at higher glucose levels, and during rapid change. Clinicians can reasonably guide patients toward using OTC CGMs to observe postprandial trends and behavioral patterns that fingerstick logs cannot practically capture, while cautioning against threshold-based decisions such as hypoglycemia detection or self-screening for diabetes, which warrant confirmatory testing.

Indexed as

continuous glucose monitoringdiabetesexerciseglucose consumptionlingoover-the-counter

Identifiers

PMID42764665
PMCPMC13593949

What Socratic holds

Textmetadata
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Registered trials

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 Socratic graph.