Evidence map›Paper›PMID 37767180›Full record

ArticleProceedings. Mathematical, physical, and engineering sciences2022

Inferring the shape of data: a probabilistic framework for analysing experiments in the natural sciences.

Korak Kumar Ray, Anjali R Verma, Ruben L Gonzalez, Colin D Kinz-Thompson

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

Article in Proceedings. Mathematical, physical, and engineering sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.6field-weighted citation impact, top 28% 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

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Physical models of embryonic epithelial healing.PLoS computational biology · 2026
    Review
  2. 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

4 authors at 2 institutions in 1 country.

Korak Kumar RayDepartment of Chemistry, Columbia University, New York, NY 10027, USA.ORCID 0000-0001-5390-698X
Anjali R VermaDepartment of Chemistry, Columbia University, New York, NY 10027, USA.ORCID 0000-0001-9297-2955
Ruben L GonzalezDepartment of Chemistry, Columbia University, New York, NY 10027, USA.ORCID 0000-0002-1344-5581
Colin D Kinz-ThompsonDepartment of Chemistry, Rutgers University-Newark, Newark, NJ 07102, USA.ORCID 0000-0002-2636-7893
Columbia University · USRutgers, The State University of New Jersey · US

Funding

TRAINING PROGRAM IN MOLECULAR BIOPHYSICST32GM008281 · NIGMS · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI PALMER, ARTHUR G · 1988 to 2017
$5.4M
The Structural Dynamics of Translation InitiationR01GM084288 · NIGMS · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI GONZALEZ, RUBEN L · 2009 to 2022
$4.4M
The role of collisions in rescuing stalled ribosomes in bacteriaR01GM136960 · NIGMS · JOHNS HOPKINS UNIVERSITY · PI Allen Rowdon Buskirk · 2021 to 2026
$1.9M
The structural dynamics of ribosomal frameshifting and ribosome rescueR01GM137608 · NIGMS · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI GONZALEZ, RUBEN L · 2020 to 2023
$1.6M
NIGMS NIH HHS R01 GM084288NIGMS NIH HHS R01 GM136960NIGMS NIH HHS R01 GM137608NIGMS NIH HHS T32 GM008281
6 · The paper itself

Abstract

A critical step in data analysis for many different types of experiments is the identification of features with theoretically defined shapes in

Indexed as

Bayesian inferencedata analysisfeature detectionmachine learning

Identifiers

PMID37767180
PMCPMC10521765
OpenAlexW4307350852

What OpenQuestion holds

Textmetadata
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.