Generative AI

do ai reviews raise denial rates

Do AI Reviews Raise Denial Rates? The Figures Cannot Say

WASHINGTON – The Electronic Frontier Foundation reports thousands of refusals in the first three months of Medicare’s machine assisted approval programme. It reports one request that waited 83 days. Those figures do not show whether the programme refuses payment more often than a person would. The two numbers that would settle that have not been …

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how the code of federal regulations is organized

Which Version of the Rulebook Are You Reading?

Short answer Which version of the rulebook are you reading? Three versions of the same rule exist at once. The printed edition is official and reprints once a year, with Medicare titles frozen each October. The online version updates daily but is unofficial. The Federal Register carries changes as they happen. Cite the printed edition …

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what managed care changes about who decides

What Managed Care Changes About Who Decides · Hanh D. Brown

Short answer What does managed care change about who decides? Managed care moves the coverage decision from a state office to a company the state pays. The company decides, but the state keeps three powers: it writes the contract, it defines what expertise counts, and it runs the hearing that can overturn the company. Call …

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what federal rules say about automated denials

What Federal Rules Say About Automated Denials

Short answer Do federal Medicaid rules address automated denials? Federal Medicaid managed care rules require that a denial be made by an individual with appropriate expertise. They do not mention automation at all. The rule exists and binds the decision to a person, and the silence is about the software that may have helped reach …

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medicaid managed care and automated denial

Medicaid Managed Care and Automated Denial · Hanh D. Brown

Short answer Do Medicaid managed care rules cover automated denials? Medicaid managed care already has a rule: a denial must be made by an individual with appropriate expertise. It does not mention automation. Regular Medicaid has no equivalent rule on who decides. Federal advisers asked for guidance on one and a rule change on the …

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