A decision-analytical perspective on incorporating multiple outcomes in the production of clinical prediction models: defining a taxonomy of risk estimands by Glen P. Martin, Alexander Pate, Siân Bladon, Matthew Sperrin, Richard D. Riley

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Clinical prediction models and the multiverse of madness by Richard D. Riley, Alexander Pate, Paula Dhiman, Lucinda Archer, Glen P. Martin, Gary S. Collins

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Analysis of disease clusters and patient outcomes in people with multiple long term conditions using hypergraphs. by James Rafferty, Alexandra Lee, Ed Bennett, Jane Lyons, Farideh Jalali-Najafabadi, Thamer Ba Dhafari, Alan Watkins, Alexander Pate, Glen Martin, Ashley Akbari, Niels Peek, Rowena Bailey

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Rapid systematic review on risks and outcomes of sepsis: the influence of risk factors associated with health inequalities by Siân Bladon, Diane Ashiru-Oredope, Neil Cunningham, Alexander Pate, Glen P Martin, Xiaomin Zhong, Ellie L Gilham, Colin S Brown, Mariyam Mirfenderesky, Victoria Palin, Tjeerd P van Staa

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Risk of emergency hospital admission related to adverse events after antibiotic treatment in adults with a common infection: impact of COVID-19 and derivation and validation of ris... by Xiaomin Zhong, Victoria Palin, Darren M. Ashcroft, Ben Goldacre, Brian MacKenna, Amir Mehrkar, Sebastian C. J. Bacon, Jon Massey, Peter Inglesby, the OpenSAFELY collaborative, Kieran Hand, Alexander Pate, Tjeerd Pieter van Staa

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