Evidence map›Paper›PMID 34085945›Full record

ArticleJMIR mHealth and uHealth2021

Smartphone-Based VO2max Measurement With Heart Snapshot in Clinical and Real-world Settings With a Diverse Population: Validation Study.

Dan E Webster, Meghasyam Tummalacherla, Michael Higgins, David Wing, Euan Ashley, Valerie E Kelly, Michael V McConnell, Evan D Muse, Jeffrey E Olgin, Lara M Mangravite and 3 more

Open access · goldAbstract read
In one paragraph

Article in JMIR mHealth and uHealth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
3.8field-weighted citation impact, top 8% 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.

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

7 citing papers in PubMed, 16 citations in OpenAlex.

  1. Trial
  2. Article
  3. Article
  4. Mobile Health Study Incorporating Novel Fitness Test.Journal of cardiovascular translational research · 2023
    Article
  5. Article
  6. Enhancing user awareness on inferences obtained from fitness trackers data.User modeling and user-adapted interaction · 2023
    Article
  7. 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

13 authors at 7 institutions in 1 country.

Dan E Webster *Sage Bionetworks, Seattle, WA, United States.ORCID 0000-0001-6874-8451
Meghasyam Tummalacherla *Sage Bionetworks, Seattle, WA, United States.ORCID 0000-0002-0741-8683
Michael HigginsExercise and Physical Activity Resource Center, University of California at San Diego, San Diego, CA, United States.ORCID 0000-0001-9639-3352
David WingExercise and Physical Activity Resource Center, University of California at San Diego, San Diego, CA, United States.ORCID 0000-0002-2629-6992
Euan AshleyDepartment of Genetics, Stanford University School of Medicine, Stanford, CA, United States.ORCID 0000-0001-9418-9577
Valerie E KellyDepartment of Rehabilitation Medicine, University of Washington, Seattle, WA, United States.ORCID 0000-0002-0099-9219
Michael V McConnellStanford University School of Medicine, Stanford, CA, United States.ORCID 0000-0001-8743-0932
Evan D MuseScripps Research Translational Institute and Scripps Clinic, La Jolla, CA, United States.ORCID 0000-0002-5288-7462
Jeffrey E OlginDivision of Cardiology and the Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA, United States.ORCID 0000-0003-1684-9327
Lara M MangraviteSage Bionetworks, Seattle, WA, United States.ORCID 0000-0001-7841-3612
Job GodinoExercise and Physical Activity Resource Center, University of California at San Diego, San Diego, CA, United States.ORCID 0000-0002-4852-6277
Michael R Kellen *Sage Bionetworks, Seattle, WA, United States.ORCID 0000-0002-4096-7078
Larsson Omberg *Sage Bionetworks, Seattle, WA, United States.ORCID 0000-0002-4719-9120
Sage Bionetworks · USUniversity of California San Diego · USGoogle (United States) · USScripps Clinic · USStanford University · USUniversity of California, San Francisco · USUniversity of Washington · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMaximal oxygen consumption (VO

objectiveTo overcome the limitations of clinical VO

methodsTwo smartphone-based VO

resultsWhen compared with gold standard VO

conclusionsThese findings demonstrate the importance of validating mobile health measures in the real world across a diverse cohort and spectrum of hardware. The 3-MST protocol, termed as heart snapshot, measured VO

Indexed as

Exercise TestSmartphoneHeart RateHumansOxygen ConsumptionReproducibility of Resultscardiorespiratory fitnessdigital healthheart ratemobile phonereal-world dataremote monitoringsmartphonevalidationVO2max

Identifiers

PMID34085945
PMCPMC8214186
OpenAlexW3164067602

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.