Evidence map›Paper›PMID 40470538›Full record

Observational studyDiabetes technology & therapeutics2025

The Association of Continuous Glucose Monitoring Metrics with Hospital-Related Clinical Outcomes in Nonintensive Care Units.

Kristen L Flint, Mollie Y O'Connor, Amy Sabean, Annabelle Ashley, Hui Zheng, Joyce Yan, Barbara A Steiner, Nillani Anandakugan, Melissa Calverley, Rachel Bartholomew and 4 more

Abstract readObservational Study
In one paragraph

Observational study in Diabetes technology & therapeutics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Observational
  2. Understanding Glycemia in the Post Discharge Period Through Blinded Continuous Glucose Monitoring.Endocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists · 2026
    Observational
  3. Article
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

14 authors.

Kristen L FlintDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.ORCID 0000-0001-6941-9385
Mollie Y O'ConnorDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Amy SabeanDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Annabelle AshleyDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Hui ZhengBiostatistics Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Joyce YanBiostatistics Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Barbara A SteinerDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Nillani AnandakuganDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Melissa CalverleyDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Rachel BartholomewDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Evelyn GreauxDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Mary LarkinDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Steven J RussellDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.
Melissa S PutmanDiabetes Research Center, Massachusetts General Hospital, Boston, Massachusetts, USA.

Funding

TRAINING PROGRAM IN ENDOCRINOLOGY AND DIABETEST32DK007028 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Karen K Miller · 1986 to 2026
$18.5M
Clinical studies of a bionic pancreas for automated glucose management in cystic fibrosis-related diabetes mellitusR01DK119699 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI PUTMAN, MELISSA SUSAN · 2019 to 2024
$3.4M
NIDDK NIH HHS R01 DK119699NIDDK NIH HHS T32 DK007028
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Blood GlucoseBlood Glucose Self-MonitoringDiabetes Mellitus, Type 1HypoglycemiaAdultAgedCohort StudiesContinuous Glucose MonitoringEmergency Service, HospitalFemaleGlycated HemoglobinHospitalizationHumansHypoglycemic AgentsMaleMiddle AgedBlood GlucoseGlycated HemoglobinHypoglycemic Agentscontinuous glucose monitoringhospitalhypoglycemiainpatientoutcomes

Identifiers

PMID40470538
PMCPMC13089412

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.