How do we generate accurate predictions about the timely advancement of clinical trials? We report the methods and results of the first study comparing machine modeling and human crowdsourcing methods in clinical trial prediction. The study spans two 6-month tournaments that focus on trial phase...

Survival trees and forests are popular non-parametric alternatives to parametric and semi-parametric survival models. Conditional inference trees (Ctree) form a non-parametric class of regression trees embedding tree-structured regression models into a well-defined theory of conditional...

Forest ecosystem economic valuation is responsible for ecologically aware and reasonable gains to the country and particularly to the surrounding groups through different means. Thus, the central objective of this study was to analyze the economic valuation Gedo Natural Forest conservation...

As a part of its climate policy, Finnish government facilitated the creation of low-carbon roadmaps by sectors of industry. The roadmap process and the roadmaps were promoted as an international benchmark in COP26. They also form a part of the policy process towards the government's goal of...

This Country Forest Note offers an in-depth picture of the forest sector of Uzbekistan, viewed through a forest landscape lens, and provides guidance to help define goals and identify opportunities for the continued development of the sector. Despite a large number of current challenges, forest...