{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11961611","patent":{"patent_number":"US-11961611","title":"Automated bias correction for database systems","assignee":null,"inventors":[],"filing_date":"2021-05-03T00:00:00.000Z","publication_date":"2024-04-16T00:00:00.000Z","cpc_codes":["G16H","G06F","G06N","G06N","G06N","G06Q","G16H","G16H","G16H","G06N"],"num_claims":12,"abstract":"A computer system includes memory hardware and processor hardware configured to execute instructions, including training a machine learning model to generate a claim prediction output, obtaining structured claim data and demographic data specific to a patient entity, processing the structured data to generate the claim prediction output, storing the claim prediction output as a predicted future claim value specific to the patient entity, and assigning the patient entity to a first entity subset or to a second entity subset according to the structured demographic data specific to the patient entity. The instructions also include determining a first proportion of patient entities that have a predicted future claim value exceeding a specified threshold output value, determining an adjusted threshold output value for the second entity subset, and selectively populating schedule entries for the entities having predicted future claim values that exceed a corresponding threshold output value or adjusted threshold output value."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Automated bias correction for database systems","description":"A computer system includes memory hardware and processor hardware configured to execute instructions, including training a machine learning model to generate a claim prediction output, obtaining struc","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11961611","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11961611","citation_suggestion":"Patentable. \"Automated bias correction for database systems\" (US-11961611). https://patentable.app/patents/US-11961611","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11961611","json":"https://patentable.app/api/llm-context/US-11961611","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T14:01:58.946Z"}