weRpatients™: Environmental Risk APIs – Trial or Subscription

Lifestyle is one of the main determinants of human health. Scientific research has demonstrated the direct relationship between factors such as diet, physical activity, exposure to pollutants, and the development of chronic diseases. The lack of genuine, reliable, and accessible real-time information on environmental factors has led to a deficit in the population's ability to anticipate health risks, respond to them, and mitigate their effects.

A fundamental element in this area is the fact that many health decisions are not made in a clinical context, but in everyday life. Citizens often face environmental and biological risk factors that can directly influence their well-being. For example:

• People with chronic respiratory conditions such as asthma or chronic obstructive pulmonary disease (COPD) can be severely affected by environmental pollution or airborne allergen levels.
• People with cardiovascular problems are especially vulnerable to heat waves.
• Ultraviolet (UV) radiation can be very harmful to people who have suffered from primary melanoma.
• People with compromised mental health may be more vulnerable in situations where certain environmental factors are present.

Without immediate and comprehensive access to specific information on these elements, the population is at a disadvantage, limited in its capacity to adapt and respond.

In this sense, the availability of advanced technologies that integrate environmental, epidemiological, and individual data, easily interpretable by citizens and their practical application, would represent a qualitative advance in the self-management of people's health. The evolution of artificial intelligence and data science offers a unique opportunity to transform the current paradigm and provide citizens with the necessary tools to anticipate risks, facilitate better self-management of their conditions, and contribute to more resilient collective health.

In the field of Mental Health, the systematic review article published in World Psychiatry

weRpatients promotes citizen self-management and self-management of health through advanced technological tools that facilitate personalized prevention and avoidance of environmental risks, improving citizen autonomy and environmental education.

It will also facilitate the creation of a unique community of citizens focused on empowering citizens to prevent their exposure to environmental health risks.

This citizen-centered digital community will be designed to foster self-management and empowerment. This community will act as a collaborative ecosystem in which citizens will share experiences and knowledge, strengthening their health management through an individual and collective perspective.

weRpatients empowers citizens by providing training and action tips that help them avoid or minimize the environmental health risks to which they are exposed and that directly impact them, thus promoting real-time self-management of their condition.

weRpatients contributes to the Sustainable Development Goals (SDGs) through a new approach based on citizen empowerment with a preventive and prospective focus.

[1] addresses the relationship between air pollution, climate change and mental health, highlighting the need for innovative solutions in this area.

[1] https://onlinelibrary.wiley.com/doi/10.1002/wps.21219

Emergency and primary care services are under severe strain, often due to visits that could have been avoided with adequate information, guidance, or self-care tools.
During the COVID-19 pandemic and beyond, telemedicine technologies and digital health platforms have been shown to significantly reduce unnecessary visits, improving system efficiency and the citizen experience.

weRpatients, a module within the H4P ecosystem, provides citizens with digital tools based on artificial intelligence and real-time data to:

• Better understand their health status through personalized and dynamic content.
• Receive preventive behavior recommendations (measures, monitoring, habits).
• Be alerted only when their personal situation requires it, avoiding medical visits due to anxiety or information overload.
• Perform intelligent virtual pre-triage, differentiating mild symptoms from warning signs.

According to Wosik et al. (2020), the use of telemedicine and digital empowerment platforms during COVID-19 significantly reduced non-essential emergency room visits, prioritizing healthcare resources for those most in need.

With weRpatients, the following is expected:

• Up to a 30-50% reduction in avoidable visits in primary care and emergency rooms related to minor pathologies or misinterpreted symptoms.
• Reduction in waiting times and increased clinical efficiency.
• Improved guidance of citizens to appropriate channels: self-care, digital consultations, or in-person consultations if necessary.

• Chronically ill patients (diabetes, hypertension, COPD) receive tailored monitoring and alerts when their condition actually changes, avoiding routine or worry-related visits.
• People with common respiratory symptoms access educational content, symptom validation, and advice on how to proceed without having to visit the emergency room.
• Parents with young children receive pediatric recommendations based on digital triage, reducing unnecessary visits for mild fever or self-limiting symptoms.

• AI-based non-clinical preventive self-diagnosis engine.
• Integration with the citizen's health profile (history, risk factors).
• Content library tailored by age, condition, and environment.
• Health assistant chat with evidence-based answers.

• Citizen empowerment and reduction of healthcare anxiety.
• Relieving the burden of care in public and private systems.
• Reducing costs due to avoidable visits and unnecessary tests.
• Improving the quality of care and the user experience.