Failure-to-success ratios, transition probabilities and phase lengths for prophylactic vaccines versus other pharmaceuticals in the development pipeline

Matthew M. Davis*, Amy T. Butchart, John R C Wheeler, Margaret S. Coleman, Dianne C. Singer, Gary L. Freed

*Corresponding author for this work

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23 Scopus citations

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Immunology and Microbiology

Pharmacology, Toxicology and Pharmaceutical Science