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Cohort bias in predictive risk assessments of future criminal justice system involvement
Risk assessment instruments (RAIs) are widely used to aid high-stakes decision-making in criminal justice settings and other areas such as health care and child welfare. These tools, whether using machine learning or simpler algorithms, typically assume a time-invariant relationship between predicto...
Autores principales: | Montana, Erika, Nagin, Daniel S., Neil, Roland, Sampson, Robert J. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10265989/ https://www.ncbi.nlm.nih.gov/pubmed/37252970 http://dx.doi.org/10.1073/pnas.2301990120 |
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