Evidence map›Paper›PMID 29204265›Full record

ArticleTherapeutic advances in drug safety2017

Using deep learning to improve medication safety: the untapped potential of social media.

Jiaheng Xie, Daniel Dajun Zeng, Zachary A Marcum

Abstract readEditorial
In one paragraph

Article in Therapeutic advances in drug safety, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

3 authors.

Jiaheng XieUniversity of Arizona, Eller College of Management, Tucson, AZ, USA.
Daniel Dajun ZengUniversity of Arizona, Eller College of Management, Tucson, AZ, USA.
Zachary A MarcumUniversity of Washington, School of Pharmacy, 1959 NE Pacific Street, H375G, Box 357630, Seattle, WA 98195-7630, USA.

Funding

VARIABILITY, STABILITY & SMOOTHNESS OF WALKINGP30AG024827 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI JENNIFER S BRACH · 2004 to 2026
$28.6M
Pitt Integrated Clinical and Geroscience Research Training ProgramT32AG021885 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Aditi U Gurkar · 2003 to 2026
$6.7M
UW Patient-Centered Outcomes Research Career Development Program K12 2014 2019K12HS022982 · AHRQ · UNIVERSITY OF WASHINGTON · PI SULLIVAN, SEAN D · 2014 to 2018
$3.8M
Understanding E-Cigarette Adoption and Marketing: A Social Media StudyR01DA037378 · NIDA · UNIVERSITY OF ARIZONA · PI LEISCHOW, SCOTT J, ZHANG, BIN · 2014 to 2018
$2.7M
AHRQ HHS K12 HS022982NIA NIH HHS P30 AG024827NIA NIH HHS T32 AG021885NIDA NIH HHS R01 DA037378
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID29204265
PMCPMC5703102

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.