Evidence map›Paper›PMID 35547855›Full record

ArticlebioRxiv : the preprint server for biology2024

Disease diagnostics using machine learning of immune receptors.

Maxim E Zaslavsky, Erin Craig, Jackson K Michuda, Nidhi Sehgal, Nikhil Ram-Mohan, Ji-Yeun Lee, Khoa D Nguyen, Ramona A Hoh, Tho D Pham, Katharina Röltgen and 26 more

Open access · greenAbstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed, 19 citations in OpenAlex.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

36 authors at 6 institutions in 3 countries.

Maxim E ZaslavskyORCID 0000-0003-4300-7854
Jackson K MichudaORCID 0000-0003-0850-7693
Nidhi Sehgal
Khoa D Nguyen
Ramona A Hoh
Tho D Pham
Katharina RöltgenORCID 0000-0002-1582-1720
Susan R Macwana
Wade DeJager
Elizabeth M Drapeau
Charlotte Cunningham-RundlesORCID 0000-0003-0725-0320
Benjamin A PinskyORCID 0000-0001-8751-4810
Catherine A BlishORCID 0000-0001-6946-7627
Scott E Hensley
Kent Jensen
Everett Meyer
Paul J Utz
Robert TibshiraniORCID 0000-0003-0553-5090
Stanford University · USOklahoma Medical Research Foundation · USInternational Vaccine Institute · KRUniversity of Washington · USCincinnati Children's Hospital Medical Center · USIcahn School of Medicine at Mount Sinai · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Clinical diagnosis typically incorporates physical examination, patient history, and various laboratory tests and imaging studies, but makes limited use of the human system's own record of antigen exposures encoded by receptors on B cells and T cells. We analyzed immune receptor datasets from 593 individuals to develop

Identifiers

PMID35547855
PMCPMC9094102
OpenAlexW4225086377

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.