Evidence map›Paper›PMID 31697379›Full record

ArticleClinical infectious diseases : an official publication of the Infectious Diseases Society of America2020

Machine Learning for Human Immunodeficiency Virus Prevention in Rural Africa: The SEARCH for Sustainability.

Douglas S Krakower, Julia L Marcus

Open access · greenAbstract readComment
In one paragraph

Article in Clinical infectious diseases : an official publication of the Infectious Diseases Society of America, 2020. 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
0.1field-weighted citation impact, top 47% 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

1 citing paper in PubMed, 2 citations in OpenAlex.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

2 authors at 1 institution in 1 country.

Douglas S KrakowerDivision of Infectious Diseases, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.
Julia L MarcusHarvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA.
Harvard University · US

Funding

The impact of HIV viral diversity and cellular immunity on HIV pathogenesisP30AI060354 · NIAID · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI RAJESH T GANDHI · 2004 to 2026
$94.4M
EHR-Based Prediction Models to Improve PrEP Use in Community Health CentersR34MH122291 · NIMH · HARVARD PILGRIM HEALTH CARE, INC. · PI KRAKOWER, DOUGLAS SCOTT, MARCUS, JULIA L. · 2020 to 2022
$743k
Optimizing Care for HIV/HCV-Coinfected Patients in the New HCV Treatment EraK01AI122853 · NIAID · KAISER FOUNDATION RESEARCH INSTITUTE · PI MARCUS, JULIA L. · 2016 to 2020
$655k
NIAID NIH HHS K01 AI122853NIAID NIH HHS P30 AI060354NIMH NIH HHS R34 MH122291
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

HIV InfectionsPre-Exposure ProphylaxisHIVHumansKenyaMachine LearningUgandaHIVmachine learningprediction modelpreexposure prophylaxisprevention

Identifiers

PMID31697379
PMCPMC7713679
OpenAlexW2984791250

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.