Evidence map›Paper›PMID 39506045›Full record

ArticleNPJ digital medicine2024

The adaptation of a single institution diabetes care platform into a nationally available turnkey solution.

Gloria Y K Kim, Rea Rostosky, Franziska K Bishop, Kelly Watson, Priya Prahalad, Aishwari Vaidya, Sharon Lee, Alexander Diana, Clint Beacock, Brian Chu and 11 more

2 registry-linked trialsAbstract read
In one paragraph

Article in NPJ digital medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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.

NCT03968055 naactive not recruitingnot on this map

The Use of Continuous Glucose Monitor Technology and Remote Monitoring to Change Clinical Outcomes Following New Diagnosis of Type 1 Diabetes in the Pediatric Population

TypeinterventionalSponsorStanford UniversityRan2019 to 2028Enrolled100ConditionsType 1 DiabetesArmsIntegration with Epic
NCT04336969 nacompletednot on this map

Teamwork, Targets, Technology, and Tight Control in Newly Diagnosed Pediatric T1D - 4T Study

TypeinterventionalSponsorStanford UniversityRan2020 to 2025Enrolled316ConditionsType1diabetesArms4T Education and Care
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Determinants, implementation strategies, and mechanisms of the 4T Program.Journal of clinical & translational endocrinology · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
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

21 authors.

Gloria Y K KimClinical Informatics Management, Stanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0003-1623-1818
Rea RostoskyTidepool, Palo Alto, CA, USA.
Franziska K BishopDivision of Pediatric Endocrinology, Stanford University School of Medicine, Stanford, CA, USA.
Kelly WatsonTidepool, Palo Alto, CA, USA.
Priya PrahaladDivision of Pediatric Endocrinology, Stanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0002-3894-4344
Aishwari VaidyaTidepool, Palo Alto, CA, USA.
Sharon LeeTidepool, Palo Alto, CA, USA.
Alexander DianaTidepool, Palo Alto, CA, USA.
Clint BeacockTidepool, Palo Alto, CA, USA.
Brian ChuTidepool, Palo Alto, CA, USA.
Ginny YadavTidepool, Palo Alto, CA, USA.
Kaylin RochfordDepartment of Mechanical Engineering, Stanford University School of Engineering, Stanford, CA, USA.
Carissa CarterHasso Plattner Institute of Design, Stanford University, Stanford, CA, USA.
Johannes O FerstadManagement Science and Engineering, Stanford University School of Engineering, Stanford, CA, USA.ORCID http://orcid.org/0000-0001-5495-9151
Erica PangDivision of Pediatric Endocrinology, Stanford University School of Medicine, Stanford, CA, USA.
Jamie KurtzigDivision of Pediatric Endocrinology, Stanford University School of Medicine, Stanford, CA, USA.
Brandon ArbiterTidepool, Palo Alto, CA, USA.
Howard LookTidepool, Palo Alto, CA, USA.ORCID http://orcid.org/0000-0002-4732-2432
Ramesh JohariManagement Science and Engineering, Stanford University School of Engineering, Stanford, CA, USA.ORCID http://orcid.org/0000-0002-3960-0770
David M MaahsDivision of Pediatric Endocrinology, Stanford University School of Medicine, Stanford, CA, USA.
David ScheinkerManagement Science and Engineering, Stanford University School of Engineering, Stanford, CA, USA. dscheink@stanford.edu.ORCID http://orcid.org/0000-0001-5885-8024

Funding

Translational Oncology Research Program (Project-005)P30CA124435 · NCI · STANFORD UNIVERSITY · PI MICHAEL KENNEY · 2007 to 2026
$71.4M
Stanford Center for Clinical & Translational Education and Research (Spectrum)UL1TR003142 · NCATS · STANFORD UNIVERSITY · PI O'HARA, RUTH M · 2019 to 2023
$45.0M
Stanford Islet Research CoreP30DK116074 · NIDDK · STANFORD UNIVERSITY · PI Seung K Kim · 2017 to 2026
$19.5M
Teamwork, Targets, Technology, and Tight Control in Newly Diagnosed Pediatric T1D: 4T StudyR18DK122422 · NIDDK · STANFORD UNIVERSITY · PI MAAHS, DAVID MATTHEW · 2020 to 2024
$3.2M
National Science Foundation (NSF) 2205084NCATS NIH HHS UL1 TR003142NCI NIH HHS P30 CA124435NIDDK NIH HHS P30 DK116074NIDDK NIH HHS R18 DK122422U.S. Department of Health & Human Services | National Institutes of Health (NIH) R18DK122422
6 · The paper itself

Abstract

Digital decision support and remote patient monitoring may improve outcomes and efficiency, but rarely scale beyond a single institution. Over the last 5 years, the platform Timely Interventions for Diabetes Excellence (TIDE) has been associated with reduced care provider screen time and improved, equitable type 1 diabetes care and outcomes for 268 patients in a heterogeneous population as part of the Teamwork, Targets, Technology, and Tight Control (4T) Study (NCT03968055, NCT04336969). Previous efforts to deploy TIDE at other institutions continue to face delays. In partnership with the diabetes technology non-profit, Tidepool, we developed Tidepool-TIDE, a clinic-agnostic, turnkey solution available to any clinic in the United States. We present how we overcame common technical and operational barriers specific to scaling digital health technology from one site to many. The concepts described are broadly applicable for institutions interested in facilitating broader adoption of digital technology for population-level management of chronic health conditions.

Identifiers

PMID39506045
PMCPMC11542048

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 OpenQuestion graph.