Zahrcast LLC forecasts the results of ongoing oncology trials with Sia, its Bayesian forecasting platform. Karim Naguib runs it.
Karim Naguib runs zahrcast. At AstraZeneca he worked on patient-level models of tumor dynamics used to support Phase 3 initiation decisions. He is a coauthor of the manuscript below, which covers the ES-SCLC study. Before pharma he worked in development economics, running field experiments in Kenya and South Asia.
karimn.co has the full background and publication record.
The manuscript reports the ES-SCLC forecasting study, including the full leave-future-out results and calibration checks. arxiv.org/abs/2607.17908.
A first conversation works best when it is about a specific trial: what is enrolled, what is measured, when the decision is due, and what would change if the answer came earlier. No data needs to be shared for that conversation.