What is MLR?
As the acronym suggests, MLR stands for Medical, Legal and Regulatory. This is a quality-control system used to screen pharmaceutical, healthcare and life sciences material before publication or distribution. The material can be papers, drugs, or an analysis report regarding a concept. MLR is a review process that checks legal compliance, accuracy, and scientific integrity. As part of regulatory requirements, MLR safeguards efficacy, safety and appropriate use of healthcare products.
How much time does it take for MLR review?
Although there is a universal timeline for MLR review, it depends on the format that a company uses to produce the scientific material. Usually, for formats such as infographics, MOA video, or sales visuals, it would take 2 weeks to 1.5 months, depending on the new information produced. Moreover, a larger campaign can take 1-3 months. While this is a stipulated timeline, the exact review process time can vary due to many factors.
Every format (whether it is a social media post or website content) containing scientific information goes through MLR review, as it is mandatory to screen the information before it is presented to the public.
Components of MLR (Medical, Legal and Regulatory)
These are the aspects that are checked while reviewing:
1. Medical Requirements
The Medical review focuses on scientific accuracy and clinical validity. Ensuring that everything aligned with the science is one of the primary aims of this review.
- Accuracy of clinical and scientific claims.
- Supporting evidence and references.
- Balanced presentation of benefits and risks.
- Correct interpretation of study data.
- Appropriate medical terminology.
- Consistency with current scientific knowledge.
2. Legal Requirements
The Legal review ensures that the material complies with applicable laws and regulations, and it is a necessary part of this review. Even though it is difficult to eliminate the legal risk, it is important to minimise it as much as possible.
- Advertising and promotional compliance.
- Copyright and intellectual property.
- Trademark usage.
- Patient privacy and confidentiality.
- Fair and non-misleading claims.
- Required disclaimers and disclosures.
3. Regulatory Requirements
The Regulatory review verifies compliance with health authority requirements. These requirements are important because the scientific material’s positive and negative effects are considered in relation to public health. Conveying the right information product is as important as meeting safety measures that regulate public health.
- Consistency with the approved product label or prescribing information.
- Approved indications and claims.
- Required safety information (warnings, contraindications, adverse reactions).
- Country- or region-specific regulations.
- Appropriate balance of efficacy and safety information.
Additional Elements Often Reviewed
Depending on the company and the type of material, MLR may also evaluate:
- Grammar, clarity, and readability.
- Accuracy of graphs, charts, and infographics.
- References and citation formatting.
- Brand consistency.
- Accessibility and usability.
- Digital compliance (for websites, emails, and social media).
Overview of AI’s Efficacy:
AI intervention could change science significantly. Whether it is conceptualisation or scalable production, AI can optimise the workflow. For people who doubt AI’s efficacy, the development of LLMs itself is strong evidence of their accuracy. They undergo repeated filtering, deduplication, and quality screening. This gives AI a consistency that humans often cannot match. However, consistency does not imply infallibility, as AIs can still err, but these errors are clearly apart from the blunders that humans often commit.
This emphasis on AI implies that AIs are superior to human capabilities, as their consistent performance at mass scale is way faster than human work.
Intervention of AI in Scientific communication
In addition to consistency, compatibility and speed, AI can bridge the knowledge gap which limits humans. Visualisation, storytelling and making slide decks are less time-consuming and Infallible when done with AI. While making them more precise and minimising flaws, AI also verifies MLR of scientific content. Citations, comments and clarifications are completed in minutes that would otherwise take days.
With all these advantages, your scientific content comes out as impeccable, so screening an enormous amount of scientific data needs no manual effort.
Conclusion:
Whether the science is too intricate to visualise or curate, our AI Bionidi can solve that in seconds. Without requiring any manual effort, Bionidi converts your science into whichever format you like (MOA, DSE, Slides) and to an MLR-compliant format with clear citations.