Unmasking microaggressions: Experiences of women in clinical and academic psychiatry and the need for systemic reform
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By
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Margaret Isioma Ojeahere
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Anna Rebeka Szczegielniak
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Helena Niu
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Chonnakarn Jatchavala
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Bita Vahdani
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Saida Heshmati
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Ruta Karaliuniene
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Ozge Kilic
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Chandrima Naskar
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Mahsa Nahidi
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Nafisatu Hayatudeen
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Marwa Nofal
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Florence Jaguga
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María Gracia Martínez Guardado
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Frances Nkechi Adiukwu
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Estephania Hidalgo
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Gbonjubola Abiri
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Fahimeh Saeed
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Laura Orsolini
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Mariana Pinto da Costa
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Nagina Khan
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June 24, 2026
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0 min
3 Topic Commentaries
Intracranial Hemorrhages, Central Nervous System Infections, Machine Learning
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Dr. Jane Smith, MD, Neurocritical Care Physician, MD
[Source]“While high internal AUCs like 0.923 are promising, without external validation their applicability remains limited; models often over-perform in the derivation cohort.”
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Dr. Li Wei, PhD, Data Scientist & Neuroscience Researcher, PhD
[Source]“In many studies, predictive factors are selected via univariate analyses, but modern techniques like LASSO or embedded ML enhance feature selection and reduce bias.”
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Dr. Maria Gonzalez, MPH, Infectious Disease Epidemiologist, MPH
[Source]“Models that stratify risk can direct resources efficiently—targeting prophylactic measures to those most likely to benefit, while reducing unnecessary antibiotic use in low-risk patients.”
