Evidence map›Paper›PMID 31485318›Full record

ArticleInterface focus2019

Three-dimensional camera anthropometry to assess risk of cephalopelvic disproportion-related obstructed labour in Ethiopia.

Lorenzo Tolentino, Mahlet Yigeremu, Sisay Teklu, Shehab Attia, Michael Weiler, Nate Frank, J Brandon Dixon, Rudolph L Gleason

Open access · bronzeAbstract read
In one paragraph

Article in Interface focus, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
1.2field-weighted citation impact, top 19% 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

6 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.

  1. Pooled it
  2. Humans are not unique: difficult birth is common in placental mammals.Biological reviews of the Cambridge Philosophical Society · 2026
    Review
  3. Article
  4. Article
  5. Article
  6. 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

8 authors at 3 institutions in 2 countries.

Lorenzo TolentinoBecause of Kennedy, Inc., Acworth, GA, USA.
Mahlet YigeremuDepartment of Obstetrics and Gynecology, Addis Ababa University, Addis Ababa, Ethiopia.
Sisay TekluDepartment of Obstetrics and Gynecology, Addis Ababa University, Addis Ababa, Ethiopia.
Shehab AttiaThe Wallace H. Coulter Department of Biomedical Engineering, Atlanta, GA, USA.
Michael WeilerLymphaTech, Inc., Atlanta, GA, USA.
Nate FrankLymphaTech, Inc., Atlanta, GA, USA.
J Brandon DixonLymphaTech, Inc., Atlanta, GA, USA.
Rudolph L GleasonBecause of Kennedy, Inc., Acworth, GA, USA.ORCID 0000-0002-6357-4955
Addis Ababa University · ETThe Wallace H. Coulter Department of Biomedical Engineering · USWoodruff Health Sciences Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cephalopelvic disproportion (CPD)-related obstructed labour requires delivery via Caesarean section (C/S); however, in low-resource settings around the world, facilities with C/S capabilities are often far away. This paper reports three low-cost tools to assess the risk of CPD, well before labour, to provide adequate time for referral and planning for delivery. We performed tape measurement- and three-dimensional (3D) camera-based anthropometry, using two 3D cameras (Kinect and Structure) on primigravida, gestational age ≥ 36 weeks, from Addis Ababa, Ethiopia. Novel risk scores were developed and tested to identify models with the highest predicted area under the receiver-operator characteristic curve (AUC), detection rate (true positive rate at a 5% false-positive rate, FPR) and triage rate (true negative rate at a 0% false-negative rate). For tape measure, Kinect and Structure, the detection rates were 53%, 61% and 64% (at 5% FPR), the triage rates were 30%, 56% and 63%, and the AUCs were 0.871, 0.908 and 0.918, respectively. Detection rates were 77%, 80% and 84% at the maximum

Indexed as

anthropometrydeveloping worldlow-cost diagnosticobstructed labourpregnancy risk

Identifiers

PMID31485318
PMCPMC6710658
OpenAlexW2967021317

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.