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.
Assess Case Strength and Eligibility
Use structured evaluation criteria to surface strong claims and deprioritize cases with unclear causation or pre-existing diagnoses.
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.
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
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.
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.
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.
Request a Demo.
Request a demo to see how Pattern helps you confidently evaluate and resolve Social Media litigation claims.