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Patient data collective and research matching AI

Hyper-Care

Hyper-Care describes patient-controlled record use, sponsor choice, study matching, and shared commercial value. These remain design claims. Key custody, revocation, compensation terms, and access without research participation are not independently established.

AI-assisted draft Read full report Open directory

Published September 8, 2026 as an AI-assisted draft. The public report separates documented facts, agency judgments and unresolved questions.

78 /100 toward patient-directed
Agency posture Potentially agency-expanding, with commercialization and disclosure caveats
The question we ask Who does Hyper-Care serve in this deployment?
Control Patient data collective and AI advocate design, including research matching and shared commercial value. Operational implementation remains unverified.
Agency read Potentially agency-expanding, with commercialization and disclosure caveats
Vendor
Hyper-Care, described publicly as a Public Benefit Corporation
Who it serves
Hybrid, patient-directed data collective with life-sciences marketplace alignment
Primary User
Patients, caregivers, advocacy organizations, researchers, CROs, life sciences sponsors, providers, and payers
Control Model
Vendor-hosted public service. Controls and downstream processors depend on the assessed deployment.
Patient Impact
Record explanation and study discovery could support informed action. No reviewed page establishes correction or appeal of an AI inference or an eligibility exclusion.
Profile Status
AI-assisted draft
Last assessed
Sep 8, 2026
Review Confidence
Low to moderate for design claims, low for operational guarantees (AI-assisted draft)
AI / Model
OpenAI Codex / GPT-6
Human Review
Hugo Campos authorized publication of these AI-assisted draft reassessments on September 8, 2026. This does not claim comprehensive human verification of every finding.

Summary judgment · 78 out of 100 toward patient-directed

Patient data collective and AI advocate design, including research matching and shared commercial value. Operational implementation remains unverified.

Potentially agency-expanding, with commercialization and disclosure caveats

Hyper-Care describes patient-controlled record use, sponsor choice, study matching, and shared commercial value. These remain design claims. Key custody, revocation, compensation terms, and access without research participation are not independently established.

Patient agency

How this tool changes agency

Expands agency when

Record explanation and study discovery could support informed action. No reviewed page establishes correction or appeal of an AI inference or an eligibility exclusion.

Limits agency when

Key custody, revocation enforcement, navigation without research participation and compensation terms remain unverified

Patient agency assessment

Who sets and changes the goal?

Patient authority

The described ability to select sponsors and control release is agency-relevant. Payment for contributing data does not itself establish governance rights or permission to refuse research while retaining care tools.

What can the patient understand, question, or do?

Critical capacity

Record explanation and study discovery could support informed action. No reviewed page establishes correction or appeal of an AI inference or an eligibility exclusion.

Can the patient evaluate the conditions of use?

Informed control

Transparency promises are specific but remain promises. Encryption in transit and at rest does not alone establish that only the patient can decrypt data.

Text findings

Conditions of use

Published controls and their limits

Transparency promises are specific but remain promises. Encryption in transit and at rest does not alone establish that only the patient can decrypt data.

What remains unknown?

Not tested or not established

Key custody, revocation enforcement, navigation without research participation and compensation terms remain unverified

Who evaluated this?

AI-assisted public-source draft

Vendor statements describe published conditions, not independently verified behavior. No clinical, security, accessibility, or legal validation is claimed. Earlier evidence remains dated in the report and history.

Sources checked

Source-specific findings and retrieval limitations are recorded in the full report.

Review provenance

Criteria

CAIHL-derived HugoScore framework and September 7 qualitative review priorities. Draft v1.2 numerical anchors remain unadopted.

Reviewer

AI-assisted public-source reassessment prepared in OpenAI Codex.

AI / model

OpenAI Codex / GPT-6

Human review

Hugo Campos authorized publication of these AI-assisted draft reassessments on September 8, 2026. This does not claim comprehensive human verification of every finding.

Review date

2026-09-08

Limitations

Key custody, revocation enforcement, navigation without research participation and compensation terms remain unverified No live product use, patient-data upload, account creation, code audit, clinical evaluation, or independent implementation validation.

Review method

Focused public-source reassessment using CAIHL: patient authority, critical capacity, and informed control. Existing evidence plus one focused primary-source pass and at most one targeted follow-up. No live product testing. Numerical scores remain provisional editorial placements, not a new calculation.

AI-assisted draft · Low to moderate for design claims, low for operational guarantees (AI-assisted draft)