Florida Hellthcare

Medical-Record Reform

A proposal for uniform, chronological, integrity-verifiable medical records that can support care, review, research, and accountable AI assistance.

Research and analysis byTravis Brett CreightonFounder and principal researcher, Florida Hellthcare

Proposal: Create a statewide, uniform, chronological, machine-readable, cryptographically integrity-verifiable, and statutorily authenticated medical record. This page describes a reform concept, not an existing Florida requirement.

The problem

A patient’s record is often distributed across departments, vendors, devices, scanned documents, narrative notes, and separate audit systems. Chronology can be difficult to reconstruct. Corrections may be hard to distinguish from the original entry. Families, clinicians, regulators, experts, and researchers can spend substantial time aligning events before they can examine the care itself.

A uniform chronological event record

Each clinical event should have a unique event identifier and a common set of fields. These should include an ISO 8601 time, event type, department, standardized clinical codes where available, a plain-language description, status, source system, linked order, and device identifier. Separate fields should identify who ordered, performed, witnessed, charted, and verified the event, with the time of each stage.

Corrections should be appended and linked to the prior version. They should not silently overwrite the historical entry. A reader should be able to see the current record, the change history, the authorizing identity, and the relationship among orders, performance, results, charting, and verification.

Integrity verification

The design borrows from checksums, CRCs, cryptographic hashes, and chained records used in computer systems. A CRC is useful for detecting accidental corruption, but it is not enough to resist intentional alteration. The stronger design uses cryptographic digests for each stage and row, a link to the prior digest, a whole-document SHA-256 hash, and a digital signature bound to the responsible facility. An independent timestamp or transparency log could add evidence that a particular version existed at a particular time.

These mechanisms do not prove that the original clinical observation was true. They can provide evidence of who or what entered data, when it was entered, how entries relate, and whether the supplied record or its revision history was altered after certification.

Legends and privacy tiers

Identity legends should be separated from the event stream. A patient legend can map a patient identifier to identifying information. A workforce legend can map worker identifiers to names, roles, credentials, and license information. Device and facility legends can identify equipment and source systems. This structure can protect patients and health care workers while preserving accountability for authorized reviewers.

Removing legends would create a pseudonymized record, but it would not always create a legally de-identified record. Dates, rare diagnoses, locations, and narrative details can identify a person. The system should therefore support distinct outputs:

Statutory authentication

Technology alone cannot make a document legally self-authenticating. Florida law would need to define the required schema, authorized signers, certification procedure, audit retention, correction rules, and evidentiary effect. The system should be described as statutorily authenticated only if the Legislature grants that status and the record satisfies the statute.

Public benefits

Safeguards before implementation

The proposal requires open technical standards, independent security review, role-based access, encryption, key rotation, breach response, retention rules, correction rights, accessibility, vendor portability, and penalties for unauthorized access or deliberate falsification. AI use should be logged, validated for bias and error, and limited to assistance or triage rather than unattended determinations of negligence, discipline, coverage, or compensation.