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Cumulative risk of false positive test in relation to breast symptoms in mammography screening: a historical prospective cohort study

Overview of attention for article published in Breast Cancer Research and Treatment, August 2016
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  • In the top 25% of all research outputs scored by Altmetric
  • Good Attention Score compared to outputs of the same age (74th percentile)
  • Good Attention Score compared to outputs of the same age and source (76th percentile)

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8 X users

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1 CiteULike
Title
Cumulative risk of false positive test in relation to breast symptoms in mammography screening: a historical prospective cohort study
Published in
Breast Cancer Research and Treatment, August 2016
DOI 10.1007/s10549-016-3931-8
Pubmed ID
Authors

Deependra Singh, Janne Pitkäniemi, Nea Malila, Ahti Anttila

Abstract

Mammography has been found effective as the primary screening test for breast cancer. We estimated the cumulative probability of false positive screening test results with respect to symptom history reported at screen. A historical prospective cohort study was done using individual screening data from 413,611 women aged 50-69 years with 2,627,256 invitations for mammography screening between 1992 and 2012 in Finland. Symptoms (lump, retraction, and secretion) were reported at 56,805 visits, and 48,873 visits resulted in a false positive mammography result. Generalized linear models were used to estimate the probability of at least one false positive test and true positive at screening visits. The estimates were compared among women with and without symptoms history. The estimated cumulative probabilities were 18 and 6 % for false positive and true positive results, respectively. In women with a history of a lump, the cumulative probabilities of false positive test and true positive were 45 and 16 %, respectively, compared to 17 and 5 % with no reported lump. In women with a history of any given symptom, the cumulative probabilities of false positive test and true positive were 38 and 13 %, respectively. Likewise, women with a history of a 'lump and retraction' had the cumulative false positive probability of 56 %. The study showed higher cumulative risk of false positive tests and more cancers detected in women who reported symptoms compared to women who did not report symptoms at screen. The risk varies substantially, depending on symptom types and characteristics. Information on breast symptoms influences the balance of absolute benefits and harms of screening.

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 18 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Finland 1 6%
Unknown 17 94%

Demographic breakdown

Readers by professional status Count As %
Researcher 3 17%
Professor > Associate Professor 2 11%
Student > Ph. D. Student 2 11%
Lecturer 1 6%
Student > Bachelor 1 6%
Other 4 22%
Unknown 5 28%
Readers by discipline Count As %
Medicine and Dentistry 8 44%
Biochemistry, Genetics and Molecular Biology 2 11%
Psychology 2 11%
Physics and Astronomy 1 6%
Nursing and Health Professions 1 6%
Other 0 0%
Unknown 4 22%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 6. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 05 November 2016.
All research outputs
#5,436,818
of 22,882,389 outputs
Outputs from Breast Cancer Research and Treatment
#1,184
of 4,661 outputs
Outputs of similar age
#93,070
of 366,897 outputs
Outputs of similar age from Breast Cancer Research and Treatment
#25
of 108 outputs
Altmetric has tracked 22,882,389 research outputs across all sources so far. Compared to these this one has done well and is in the 76th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 4,661 research outputs from this source. They typically receive a little more attention than average, with a mean Attention Score of 7.2. This one has gotten more attention than average, scoring higher than 74% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 366,897 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 74% of its contemporaries.
We're also able to compare this research output to 108 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 76% of its contemporaries.