Evidence map›Paper›PMID 38662425›Full record

Trial reportDiabetes technology & therapeutics2024

Adaptive Biobehavioral Control: A Pilot Analysis of Human-Machine Coadaptation in Type 1 Diabetes.

Patricio Colmegna, Ryan McFadden, Chiara Fabris, Benjamin Lobo, Ralf Nass, Mary C Oliveri, Sue A Brown, Boris Kovatchev

2 registry-linked trialsAbstract readRandomized Controlled Trial
PubMed Full text at PMC Publisher
In one paragraph

Trial report in Diabetes technology & therapeutics, 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 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.1field-weighted citation impact, top 22% of its field
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.

NCT04439903 nacompletednot on this map

Web-Based Simulation Tool For Self-Management Support In Type 1 Diabetes Mellitus

TypeinterventionalSponsorUniversity of VirginiaRan2020 to 2021Enrolled18ConditionsType 1 DiabetesArmsWeb-based Simulation Tool
NCT04784637 nacompletednot on this map

Adaptive Biobehavioral Control (ABC) of Automated Insulin Delivery: A Randomized, Controlled Pilot Study

TypeinterventionalSponsorUniversity of VirginiaRan2021 to 2021Enrolled31ConditionsType 1 Diabetes MellitusArmsWeb Simulation Tool (WST), Behavioral Adaptation Module (BAM), Auto Titration Module (ATM), Automated Insulin Delivery (AID) System
3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 3 citations in OpenAlex.

  1. Article
  2. Metabolic Models, in Silico Trials, and Algorithms.Journal of diabetes science and technology · 2025
    Review
  3. Metabolic Models, in Silico Trials, and Algorithms.Diabetes technology & therapeutics · 2025
    Review
  4. 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

8 authors at 2 institutions in 1 country.

Patricio ColmegnaCenter for Diabetes Technology, University of Virginia, Charlottesville, Virginia, USA.ORCID 0000-0001-9074-8634
Ryan McFaddenCenter for Diabetes Technology, University of Virginia, Charlottesville, Virginia, USA.
Chiara FabrisCenter for Diabetes Technology, University of Virginia, Charlottesville, Virginia, USA.ORCID 0000-0001-7575-4622
Benjamin LoboCenter for Diabetes Technology, University of Virginia, Charlottesville, Virginia, USA.
Ralf NassCenter for Diabetes Technology, University of Virginia, Charlottesville, Virginia, USA.
Mary C OliveriCenter for Diabetes Technology, University of Virginia, Charlottesville, Virginia, USA.
Sue A BrownCenter for Diabetes Technology, University of Virginia, Charlottesville, Virginia, USA.
Boris KovatchevCenter for Diabetes Technology, University of Virginia, Charlottesville, Virginia, USA.ORCID 0000-0003-0495-3901
University of Virginia · USDexcom (United States) · US

Funding

The integrated Translational Health Research Institute of Virginia (iTHRIV): Using Data to Improve HealthUL1TR003015 · NCATS · UNIVERSITY OF VIRGINIA · PI Donald E Brown, KAREN C. JOHNSTON · 2022 to 2023
$9.1M
NCATS NIH HHS UL1 TR003015NIDDK NIH HHS R01 DK085623
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Diabetes Mellitus, Type 1Hypoglycemic AgentsInsulinInsulin Infusion SystemsAdaptation, PhysiologicalAdultAlgorithmsBlood GlucoseFemaleHumansMaleMiddle AgedPilot ProjectsBlood GlucoseHypoglycemic AgentsInsulinautomated insulin deliverybiobehavioral controlcloud-based systemsself-treatment behaviorstherapy parameter adaptation

Identifiers

PMID38662425
PMCPMC13354017
OpenAlexW4395466102

What Socratic holds

Textmetadata
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 Socratic graph.