Assessing incentives to increase digital payment acceptance and usage: A machine learning approach.

An important step to achieve greater financial inclusion is to increase the acceptance and usage of digital payments. Although consumer adoption of digital payments has improved dramatically globally, the acceptance and usage of digital payments for micro, small, and medium-sized retailers (MSMRs) remain challenging. Using random forest estimation, we identify 14 key predictors out of 190 variables with the largest predictive power for MSMR adoption and usage of digital payments.

Refractory cytokine release reaction to Nivolumab: Following desensitization algorithms to optimize the management of drug hypersensitivity.

Introduction: Nivolumab is a fully human IgG4 monoclonal antibody (moAb) against programmed cell death protein 1, approved for the treatment of over ten types of cancer. The use of this and other moAbs has augmented considerably in recent years and this in turn has caused an increase of hypersensitivity reactions (HSR).

Case Report: We present the case of a patient with metastatic renal cell cancer (RCC) who developed a grade 3 cytokine release reaction (CRR) to nivolumab.

How bilastine is used to treat allergic rhinitis and urticaria in children.

Management guidelines for allergic rhinitis and urticaria recommend oral second-generation antihistamines as first-line treatment. The efficacy and safety of bilastine, the newest nonsedating second-generation antihistamine, are well established in adolescents/adults with these allergic conditions. The bilastine development program for pediatric use (2-<12 years) followed EMA-authorized processes.

[Referral Criteria for Asthma: An Updated Consensus].

Asthma is one of the most prevalent chronic diseases in Spain. In 2019, the Spanish Society of Allergology and Clinical Immunology (SEAIC), the Spanish Society of Primary Care Physicians (SEMERGEN), the Spanish Society of Family and Community Medicine (semFYC), the Spanish Society of General and Family Physicians (SEMG) and the Spanish Society of Pulmonology and Thoracic Surgery (SEPAR) drafted a document laying down the criteria for referral and action guidelines in the diagnosis, control and monitoring of the asthmatic patient to facilitate ongoing care and improved attention in every setting. The new circumstances derived from the Covid-19 pandemic have demanded that some of the recommendations of the previous edition be updated and adapted to the new healthcare situation.

A machine learning approach to the digitalization of bank customers: Evidence from random and causal forests.

Understanding the digital jump of bank customers is key to design strategies to bring on board and keep online users, as well as to explain the increasing competition from new providers of financial services (such as BigTech and FinTech). This paper employs a machine learning approach to examine the digitalization process of bank customers using a comprehensive consumer finance survey. By employing a set of algorithms (random forests, conditional inference trees and causal forests) this paper identities the features predicting bank customers' digitalization process, illustrates the sequence of consumers' decision-making actions and explores the existence of causal relationships in the digitalization process.