Research preview · Not medical advice · Published with Drift0r’s permission · Permission is not endorsement · Not clinician-reviewed
analysis v0.4.1evidence through 2026-08-10clinician review: not performed
analysis version v0.4.1evidence current through 2026-08-10as of 2026-08-11last reviewed 2026-08-11review status: publishedsite mode: publicationpatient approval: obtainedclinician review: not performedindexing: enabledallowlist 1.12.0
analysis version v0.4.1evidence current through 2026-08-10as of 2026-08-11last reviewed 2026-08-11review status: publishedsite mode: publicationpatient approval: obtainedclinician review: not performedindexing: enabled
Research only — not medical advice. A licensed clinician must verify all records. Full disclaimer
Research Evidence Portfolio
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Disclaimer, licensing, privacy

Medical disclaimer

AI-assisted research summary for educational purposes only. This site does not provide medical advice, diagnosis, or treatment. Records and interpretations may be incomplete or incorrect. A licensed clinician must verify the underlying records, interpret all findings, and decide whether any testing or treatment is appropriate. Do not start, stop, or change treatment based on this site.

If you are in medical distress, seek emergency care. Nothing on this site establishes a doctor–patient relationship with any contributor or AI system.

Creator and independence

Created and maintained by Justin Wojciechowski (@justinwojo). Independent community research project. Justin is not a clinician. This site is not operated by, affiliated with, or endorsed by Drift0r. It is published with Drift0r’s permission; permission is not endorsement. There is no financial relationship with or compensation from Drift0r. See About for the full statement.

AI-generated content

Multi-agent analysis is used as a research aid. AI output can be wrong, incomplete, or fabricated. Multi-model agreement is not clinical validation. Always verify against primary literature and clinical records before acting.

Models disclosed for this content version: Grok (M4 / M4R / E2.x / Checkpoint F / F.1 / F.1.1 / G.1 / G.2 / G.2.1 / G.2.2 / H.1 / I / I.1 / I.1.1 / J.1 prelaunch remediation; 2026-08-06 adversarial audit remediation COR-0022…COR-0032); Claude (design package / Round-1 swarm / G audit / H final audit / J go-no-go; 2026-08-06 overnight adversarial multi-model audit); Codex (Checkpoint E / E2 / F dispositions / G.2 independent findings; 2026-08-06 overnight adversarial multi-model audit; 2026-08-07 paired pre-publication review); Grok (2026-08-07 paired pre-publication review); Claude (2026-08-07 plain-language landing rewrite, ruled-out register, review triage and remediation); Grok (2026-08-09 overnight research run over the compiled source documents; findings register and unknowns); Claude (2026-08-10 audit of that run, source re-verification, DEC-0039 scope decision, v0.4.0 promotion); Codex (2026-08-10 paired pre-publication review of the v0.4.0 content and language gates, three rounds); Grok (2026-08-10 paired pre-publication review of the v0.4.0 content and language gates, three rounds); Claude Fable (2026-08-10 adjudication of community issue; Codex (2026-08-10 paired review of the issue; Grok (2026-08-10 paired review of the issue; Claude Fable (2026-08-10 Round-2 solo blinded round — blinded independent re-derivation from the evidence pack, adversarial cross-examination of the blinded output and the published ranking, chair synthesis re-verified against the compiled source documents; CLM-0112/UQ-0020 aromatase-inhibitor exposure wiring; COR-0043, COR-0044; layered into v0.4.0 pre-packaging); Codex (2026-08-10 paired pre-packaging review of the Round-2 layering, two rounds; caught the lit-0308 polarity misfiling and the launch-citation attestation gap); Grok (2026-08-10 paired pre-packaging review of the Round-2 layering, two rounds); Claude Fable (2026-08-11 orchestration of the unified questions surface; Claude Opus design survey and implementation of /questions/, the extended public-language gating, and the fail-closed cross-links); Codex (2026-08-11 paired review of the questions surface; caught the partial-approval dangling-link class); Grok (2026-08-11 paired review of the questions surface; caught the determiner-grammar defect in drug-name generalisation).

Copyright and literature

Original project content is intended for MIT licensing with the repository. Third-party works keep their own licenses. Bibliographic metadata and short attributed quotations may appear; paywalled publisher PDFs and unlicensed full texts are not redistributed. Local research PDFs are not published on this site.

Privacy and consent

Patient materials in the research repository were publicly released in de-identified form for community help. A purpose-built website is a new, persistent publication and requires explicit scope approval.

Current status: patient approval obtained.Drift0r replied to the owner's publication request: "You're welcome to post. Whatever you see fit." Approval permits publication but does not establish medical accuracy, clinician review, copyright clearance for third-party works, or technical launch readiness, and does not imply endorsement of findings by Drift0r or any clinician. The correspondence screenshot is retained locally and is not committed or published. Public research contributions for v0.1 are tightly gated via structured GitHub issues. Correction/privacy/removal: dedicated GitHub issue template (do not post private medical records). Sensitive consent or withdrawal from Drift0r may continue through existing private correspondence with the repository owner. No published privacy@ email.

Broad patient permission allows publication at the owner’s editorial discretion. This candidate still uses the neutral masthead Research Evidence Portfolio and does not publish the private approval correspondence. Consent does not establish clinician review or third-party copyright clearance.

Indexing

Indexing is controlled by release metadata field noindex (currently false). Every page serves HTML index, follow and the provenance bar reports indexing enabled. The site robots.txt permits crawlers to fetch pages so they can read that meta directive — it does not use a blanket Disallow: /. Patient permission for publication does not by itself enable indexing; the release field is the sole control.

Contact / corrections

Material errors in research content are logged through the repository corrections process and listed on the changelog and on affected records rather than applied silently. There is no public privacy email address for this project.

  • Correction, privacy, or removal requests: open a structured GitHub issue using the template Correction, privacy, or removal request (see How to contribute). Do not post private medical records or personal identifiers in the issue.
  • Public research contributions: structured GitHub Issues for literature suggestion, factual/citation correction, contradictory evidence, or alternative hypothesis — same contribute page.
  • Sensitive consent or withdrawal from Drift0r: may continue through the existing private correspondence channel with the repository owner (not a public issue and not a published email address).

Withdrawal of consent

The patient (Drift0r) may revoke publication consent at any time through the existing private correspondence channel with the repository owner, or by filing a removal request via the public GitHub template above without attaching private records. On confirmed revocation the owner will set release status to revoked, begin site and repository takedown under owner control within a 7-day target, and log the change. Forks, mirrors, and search caches are outside complete control; removal will be requested where practical.

Research only — not medical advice. Research preview · Published with Drift0r's permission · Permission is not endorsement · Not clinician-reviewed · clinician review: not performed · Research Evidence Portfolio · analysis version v0.4.1 · evidence current through 2026-08-10 · as of 2026-08-11 · patient approval: obtained · Research preview · Not medical advice · Published with Drift0r’s permission · Permission is not endorsement · Not clinician-reviewed. Licensed clinicians must verify underlying records. Do not start, stop, or change treatment based on this material.