Evidence map›Paper›PMID 37823161›Full record

ArticleFood science & nutrition2023

Building deep learning and traditional chemometric models based on Fourier transform mid-infrared spectroscopy: Identification of wild and cultivated

Shuai Liu, Honggao Liu, Jieqing Li, Yuanzhong Wang

Abstract read
In one paragraph

Article in Food science & nutrition, 2023. 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. Review
  2. Article
  3. Article
  4. 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.

Shuai LiuCollege of Agronomy and Biotechnology Yunnan Agricultural University Kunming China.
Honggao LiuYunnan Key Laboratory of Gastrodia and Fungi Symbiotic Biology Zhaotong University Zhaotong China.
Jieqing LiCollege of Agronomy and Biotechnology Yunnan Agricultural University Kunming China.
Yuanzhong WangMedicinal Plants Research Institute Yunnan Academy of Agricultural Sciences Kunming China.ORCID https://orcid.org/0000-0001-5376-757X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To identify wild and cultivated

Indexed as

authenticationchemometricsdeep learningFourier transform mid‐infrared (FT‐MIR) spectroscopyGastrodia elatathree‐dimensional correlated spectral (3DCOS)

Identifiers

PMID37823161
PMCPMC10563693

What OpenQuestion holds

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LicenceCC BY
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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.