Evidence map›Paper›PMID 38844551›Full record

ArticleScientific reports2024

A novel interpretable machine learning model approach for the prediction of TiO

Rodrigo Teixeira Schossler, Samuel Ojo, Zhuoying Jiang, Jiajie Hu, Xiong Yu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. TiORSC advances · 2025
    Article
  5. 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

5 authors.

Rodrigo Teixeira Schossler *Department of Civil and Environmental Engineering, Case Western Reserve University, Bingham Building-Room 237, Cleveland, OH, 44106, USA.
Samuel Ojo *Department of Civil and Environmental Engineering, Case Western Reserve University, Bingham Building-Room 237, Cleveland, OH, 44106, USA.
Zhuoying JiangDepartment of Civil and Environmental Engineering, Case Western Reserve University, Bingham Building-Room 237, Cleveland, OH, 44106, USA.
Jiajie HuDepartment of Civil and Environmental Engineering, Case Western Reserve University, Bingham Building-Room 237, Cleveland, OH, 44106, USA.
Xiong YuDepartment of Civil and Environmental Engineering, Case Western Reserve University, Bingham Building-Room 237, Cleveland, OH, 44106, USA. xxy21@case.edu.

Funding

NSF 1563238
6 · The paper itself

Abstract

Air contaminants lead to various environmental and health issues. Titanium dioxide (TiO

Indexed as

Machine learningMolecular fingerprintPhoto-degradation of air contaminantsReaction rate constantTitanium dioxide

Identifiers

PMID38844551
PMCPMC11156991

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.