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Trends and comparison of female first authorship in high impact medical journals: observational study (1994-2014)

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TLDR
The representation of women among first authors of original research in high impact general medical journals was significantly higher in 2014 than 20 years ago, but it has plateaued in recent years and has declined in some journals.
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Gender disparities in high-quality research revealed by Nature Index journals.

TL;DR: A large negative correlation between the 5-Year-Impact-Factor of a journal and the female representation at prestigious authorships was revealed and a very slow harmonization of authorships odds between the two genders was forecast.
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Comparison and benchmark of name-to-gender inference services.

TL;DR: This work compares and benchmark five name-to-gender inference services by applying them to the classification of a test data set consisting of 7,076 manually labeled names and defines a parameter tuning procedure to search for optimal values of the services’ free parameters.
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Journals invite too few women to referee.

TL;DR: Using a large data set that includes the genders and ages of authors and reviewers from 2012 to 2015 for the journals of the American Geophysical Union (AGU), it is shown that women were used less as reviewers than expected.
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Factors affecting sex-related reporting in medical research: a cross-disciplinary bibliometric analysis.

TL;DR: A cross-disciplinary analysis of the degree of sex-related reporting across the health sciences-from biomedical, to clinical, and public health research-and the role of author gender in sex- related reporting found gender disparities in the scientific workforce and scarcity of policies at the journal and institutional level could inhibit effective research translation from bench to clinical studies.
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BookDOI

Regression modeling strategies : with applications to linear models, logistic regression, and survival analysis

TL;DR: In this article, the authors present a case study in least squares fitting and interpretation of a linear model, where they use nonparametric transformations of X and Y to fit a linear regression model.
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Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis

TL;DR: The basic Bayesian framework must be constrained, use of the step function in computing the probability that a team would rank best or worst in a league, and implementation of a Dirichlet process prior are presented.
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Science faculty’s subtle gender biases favor male students

TL;DR: In a randomized double-blind study, science faculty from research-intensive universities rated the application materials of a student as significantly more competent and hireable than the (identical) female applicant, and preexisting subtle bias against women played a moderating role.
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Platelet glycoprotein IIb/IIIa receptor blockade and low-dose heparin during percutaneous coronary revascularization

TL;DR: Inhibition of the platelet glycoprotein IIb/IIIa receptor with abciximab, together with low-dose, weight-adjusted heparin, markedly reduces the risk of acute ischemic complications in patients undergoing percutaneous coronary revascularization, without increasing the riskof hemorrhage.
Journal ArticleDOI

Women's underrepresentation in science: sociocultural and biological considerations.

TL;DR: Evidence indicates that women's preferences, potentially representing both free and constrained choices, constitute the most powerful explanatory factor; a secondary factor is performance on gatekeeper tests, most likely resulting from sociocultural rather than biological causes.
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