Evidence map›Paper›PMID 34414396›Full record

ArticleMagnetic resonance (Gottingen, Germany)2021

Bootstrap Aggregation for Model Selection in the Model-free Formalism.

Timothy Crawley, Arthur G Palmer

Abstract read
In one paragraph

Article in Magnetic resonance (Gottingen, Germany), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. A steady-state approach for analysis of high-resolution relaxometry.Journal of magnetic resonance (San Diego, Calif. : 1997) · 2025
    Article
  3. Article
  4. Introduction to "Geoffrey Bodenhausen Festschrift".Magnetic resonance (Gottingen, Germany) · 2023
    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

2 authors.

Timothy CrawleyDepartment of Biochemistry and Molecular Biophysics, Columbia University, 630 West 168th Street, New York, NY 10032, United States.
Arthur G PalmerDepartment of Biochemistry and Molecular Biophysics, Columbia University, 630 West 168th Street, New York, NY 10032, United States.

Funding

TRAINING IN CELLULAR, MOLECULAR AND BIOPHYSICAL STUDIEST32GM008224 · NIGMS · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI LIEM, RONALD K. · 1987 to 2021
$9.9M
TR&D4: Integrated pipeline for data analysisP41GM118302 · NIGMS · NEW YORK STRUCTURAL BIOLOGY CENTER · PI PALMER, ARTHUR G · 2017 to 2021
$8.5M
Macromolecular dynamics and conformational changes in biological functionR35GM130398 · NIGMS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ARTHUR G PALMER · 2019 to 2026
$4.6M
NIGMS NIH HHS P41 GM118302NIGMS NIH HHS R35 GM130398NIGMS NIH HHS T32 GM008224
6 · The paper itself

Abstract

The ability to make robust inferences about the dynamics of biological macromolecules using NMR spectroscopy depends heavily on the application of appropriate theoretical models for nuclear spin relaxation. Data analysis for NMR laboratory-frame relaxation experiments typically involves selecting one of several model-free spectral density functions using a bias-corrected fitness test. Here, advances in statistical model selection theory, termed bootstrap aggregation or bagging, are applied to

Identifiers

PMID34414396
PMCPMC8372780

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.