Evidence map›Paper›PMID 34837217›Full record

ArticleMethods in molecular biology (Clifton, N.J.)2022

The Intelligent Phenotypic Plasticity Platform (IP

Adam W Kiefer, Cortney N Armitano-Lago, Anoop Sathyan, Ryan MacPherson, Kelly Cohen, Paula L Silva

Open access · greenAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Methods in molecular biology (Clifton, N.J.), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
9.8field-weighted citation impact, top 1% 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

3 citing papers in PubMed, 1 synthesis or guideline pooled it, 7 citations in OpenAlex.

  1. Pooled it
  2. Article
  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

6 authors at 2 institutions in 1 country.

Adam W KieferDepartment of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. awkiefer@email.unc.edu.
Cortney N Armitano-LagoDepartment of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Anoop SathyanDepartment of Aerospace Engineering, University of Cincinnati, Cincinnati, OH, USA.
Ryan MacPhersonDepartment of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Kelly CohenDepartment of Aerospace Engineering, University of Cincinnati, Cincinnati, OH, USA.
Paula L SilvaDepartment of Psychology, University of Cincinnati, Cincinnati, OH, USA.
University of Cincinnati · USUniversity of North Carolina at Chapel Hill · US

Funding

Leveraging Artificial-Intelligence to Profile and Enhance Phenotypic Plasticity for Second Injury Prevention: An Innovative Precision Medicine Platform to Revolutionize Injury CareR21EB027865 · NIBIB · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KIEFER, ADAM · 2019 to 2020
$640k
NIBIB NIH HHS R21 EB027865
6 · The paper itself

Abstract

The best predictor of future injury is previous injury and this has not changed in a quarter century despite the introduction of evidence-based medicine and associated revisions to post-injury treatment and care. Nearly nine million sports-related injuries occur annually, and the majority of these require medical intervention prior to clearance for the athlete to return to play (RTP). Regardless of formal care, these athletes remain two to four times more likely to suffer a second injury for several years after RTP. In the case of children and young adults, this sets them up for a lifetime of negative health outcomes. Thus, the initial injury is the tipping point for a post-injury cascade of negative sequelae exposing athletes to more physical and psychological pain, higher medical costs, and greater risk of severe long-term negative health throughout their life. This chapter details the technologies and method that make up the automated Intelligent Phenotypic Plasticity Platform (IP

Indexed as

Precision MedicineAdaptation, PhysiologicalAthletic InjuriesChildHumansReinjuriesSportsYoung AdultFitnessGenetic fuzzy systemsInjury preventionMixed-realityMusculoskeletal injuryPhenomicsPhenotypic plasticityPrecision medicine

Identifiers

PMID34837217
PMCPMC9100860
OpenAlexW3214901446

What OpenQuestion holds

Textmetadata
LicenceTDM
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.