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AI-Powered Case Evaluation for Social Media

Pattern Data helps law firms rapidly and deeply evaluate social media mental health claims earlier by reviewing evidence and medical records to identify qualifying injuries and filter ineligible claims.

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Identify Qualifying Injuries

Screen for injuries like social media addiction, anxiety, depression, self-harm, and eating disorders, while flagging potential disqualifiers such as pre-existing conditions or unrelated risk factors.

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Assess Case Strength and Eligibility

Use structured evaluation criteria to surface strong claims and deprioritize cases with unclear causation or pre-existing diagnoses.

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Customize Review Workflows by Injury Type

Adapt workflows for adolescent mental health claims, including automated tagging for psychiatric treatment, therapist records, or ADHD medication history.

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Generate Structured Claimant Profiles

Automatically extract and organize key information from claim submissions, medical records, and treatment history to build consistent, litigation-ready profiles.

What to look for in the Social Media litigation claims

Pattern fully understands social media mental health litigation and the factors that influence case strength and weaknesses.

Primary injuries such as depression, anxiety, body dysmorphia, eating disorders, suicidal ideation, or self-harm

Evidence of treatment, including therapy, psychiatric care, or mental health medications.

Relevant risk factors like long-standing prior diagnoses or family history of mental illness

Tag and Bookmark Key Records

Identify and reference specific notes related to behavioral health, diagnoses, and relevant platform usage.

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Generate claimant profiles

Extract and organize data from medical records to build detailed profiles of Social Media claimants, providing a clear view of case strengths.

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Track Claim Inventory Across Mental Health Categories

Use real-time analytics to visualize your claimant inventory by review status, eligibility, and distribution of treatment type.

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Generate claimant work product

Extract and organize medical data into exportable work products.

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How law firms use pattern data.

At Pattern Data, we ensure the latest security technologies and procedures are in place to keep your clients’ information safe. Here are some of the steps we take to safeguard your data.

Batch Process Records

Process large caseloads quickly using our advanced data processing, tailored specifically for mass tort litigation.

Advanced OCR technology

Convert unstructured medical data into structured, actionable information tailored to JCCP Social Media settlement criteria.

Automated recalculations

Easily adapt to new settlement criteria or injury updates with our system’s automated recalculations and export features.

Seamless integration and customization

Integrate with existing processes seamlessly, using customizable scripts, automated actions, and workflow settings to optimize efficiency.

Frequently Asked Questions

What is the Social Media litigation about?
The Social Media litigation centers on alleged harm to adolescents and minors caused by social media usage patterns. Plaintiffs claim that major platforms like Meta (Facebook, Instagram), TikTok, and Snapchat were aware of harms such as social media addiction, negative social comparison, body image issues, suicidal ideation, self-harm, and eating disorders.
What specific injuries or mental health conditions are commonly associated with the Social Media litigation?

As of December 2024, key recognized injuries include social media addiction, lack of focus, ADD/ADHD, depression, anxiety, body dysmorphia, eating disorders (anorexia, bulimia), thoughts of self-harm, self-harm, suicidal ideation, suicide attempts, and suicide.

What proof is required to support a claim in the Social Media litigation?

To substantiate a claim, plaintiffs generally need to provide:

1) Evidence of Social Media Usage: Documentation or testimony confirming the extent and nature of the individual's use of social media platforms.

2) Medical Records: Diagnosis of mental health conditions such as depression, anxiety, eating disorders, or other related issues.

3) Treatment Documentation: Records of therapy, medication, or other treatments undertaken as a result of the condition.


 

When is the status of the Social Media litigation?

As of June 2025, the Social Media litigation is ongoing, with no settlements finalized. The timeline for potential settlements will depend on the progression of the litigation, including the outcomes of bellwether trials and negotiations between parties. Attorneys should stay informed about the litigation's developments to advise clients appropriately.