Evidence map›Paper›PMID 33249343›Full record

ArticleComputers in biology and medicine2021

Evaluation of machine learning algorithms to predict the hydrodynamic radii and transition temperatures of chemo-biologically synthesized copolymers.

Jared S Cobb, Maria A Seale, Amol V Janorkar

Abstract read
In one paragraph

Article in Computers in biology and medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Machine Learning in Polymer Research.Advanced materials (Deerfield Beach, Fla.) · 2025
    Review
  4. Review
  5. Article
  6. 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

3 authors.

Jared S CobbBiomedical Materials Science, University of Mississippi Medical Center, 2500 N State Street, Jackson, MS, 39216, USA.
Maria A SealeInformation Technology Laboratory, US Army Engineer Research and Development Center, 3909 Halls Ferry Rd, Vicksburg, MS, 39180, USA.
Amol V JanorkarBiomedical Materials Science, University of Mississippi Medical Center, 2500 N State Street, Jackson, MS, 39216, USA. Electronic address: ajanorkar@umc.edu.

Funding

Role of obesity in preeclamptic pregnancy.P20GM121334 · NIGMS · UNIVERSITY OF MISSISSIPPI MED CTR · PI Babbette LaMarca, Jane F Reckelhoff · 2017 to 2026
$26.4M
3D Spheroid Model of Adipose PathophysiologyR01EB020006 · NIBIB · UNIVERSITY OF MISSISSIPPI MED CTR · PI JANORKAR, AMOL VIJAY · 2016 to 2019
$1.4M
NIBIB NIH HHS R01 EB020006NIGMS NIH HHS P20 GM121334
6 · The paper itself

Abstract

Elastin-like polypeptides (ELP) belong to a family of recombinant polymers that shows great promise as biocompatible drug delivery and tissue engineering materials. ELPs aggregate above a characteristic transition temperature (T

Indexed as

HydrodynamicsRadiusAlgorithmsElastinMachine LearningTemperatureTransition TemperatureElastinElastin-like polypeptideFeature selectionHydrodynamic radiusMachine learningModelTransition temperature

Identifiers

PMID33249343
PMCPMC7775344

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.