Nuclide

Review

Two layers sit on every record. A panel of named AI models comments on what is right, what is missing and what is disputed, each claim tied to the record's own sources: machine commentary, not clinical review. Human reviewers sign pages off on top of it. 592 pages are open for a named human review and none has one yet; the queue below ranks them by reach, stakes and staleness.

Model panel

Each model on the panel reads a record and its linked records, then returns verdicts on the record's own claims: right (stated and backed by the source), disputed, missing or unclear. Model name, version and date are shown on every card and sources come only from the record's own links. Hand-written illustrations carry an Example badge.

Machine commentary by named AI models on a date, not clinical review. Claims are tied to the record's own sources; check them before relying on anything here.

Models on the panel
2
Astra, Fable
Records with commentary
0
live model output
Records where models disagree
0
same claim, different stances
ModelProviderVersionRecords reviewedLatest
AstraAnthropicclaude-opus-5 · v50none yet
FableAnthropicclaude-fable-5-1 · v5.10none yet

The panel table lives in src/lib/model-reviews.ts; reviews are written by scripts/model-reviews.ts to public/reviews/models/, one JSON file per record, and validated when the site is built.

Where models disagree

Records with commentary, those that split the panel first. A split means two models gave the same claim different stances; the record page shows each position with its source.

No record carries model commentary yet.

Human coverage

Named clinicians, scientists, regulatory specialists and patient advocates sign pages off on top of the model panel. A human review is a statement about a page on a date and is the only review Nuclide treats as clinical.

Pages reviewed
None yet of 592 open for review
Expert sign-offs
0
clinical, scientific and regulatory tracks
Patient-advocate sign-offs
0
TL;DRs, simple text and questions
KindPagesExpertAdvocateAny reviewTracks needed
Indication51000 (0%)Expert (clinical), Patient advocate
Front12000 (0%)Patient advocate
Technology69000 (0%)Expert (scientific)
Target36000 (0%)Expert (scientific)
Agent100000 (0%)Expert (regulatory), Expert (clinical), Patient advocate
Pathway4000 (0%)Expert (scientific)
Term76000 (0%)Patient advocate
Trial136000 (0%)Expert (clinical)
Pairing14000 (0%)Expert (scientific)
Roadmap8000 (0%)Expert (scientific)
Idea36000 (0%)Expert (scientific)
Bottleneck14000 (0%)Expert (scientific)
Opportunity13000 (0%)Expert (scientific)
Key paper23000 (0%)Expert (scientific)

Companies, institutions, people, collections and journals are attributed (who wrote the record) rather than reviewed; organisations correct their own records through Suggest an edit.

The human queue

Score out of 100: reach (graph connections, log-scaled, up to 40), stakes (evidence score or a kind default, up to 30), staleness (days since the record's asOf, a year is 30). Pages already reviewed on every track they need within a year sort to the bottom.

#PageScoreLinksEvidenceAgeNeeds
17459n/a52 dExpert (clinical), Patient advocateReview this page
27432n/a49 dExpert (clinical), Patient advocateReview this page
374178n/a52 dExpert (clinical), Patient advocateReview this page
47442n/a46 dExpert (clinical), Patient advocateReview this page
5
IndicationProstate cancer
74298n/a50 dExpert (clinical), Patient advocateReview this page
67455n/a49 dExpert (clinical), Patient advocateReview this page
77445n/a49 dExpert (clinical), Patient advocateReview this page
8
IndicationThyroid cancer
7469n/a52 dExpert (clinical), Patient advocateReview this page
97337n/a39 dExpert (clinical), Patient advocateReview this page
107348n/a39 dExpert (clinical), Patient advocateReview this page
117331n/a39 dExpert (clinical), Patient advocateReview this page
127350n/a39 dExpert (clinical), Patient advocateReview this page
1373369652 dExpert (scientific)Review this page
1473120n/a39 dExpert (clinical), Patient advocateReview this page
157341n/a39 dExpert (clinical), Patient advocateReview this page
167350n/a38 dExpert (clinical), Patient advocateReview this page
177362n/a34 dExpert (clinical), Patient advocateReview this page
187380n/a39 dExpert (clinical), Patient advocateReview this page
19
TechnologyPSMA PET
731379652 dExpert (scientific)Review this page
20731789652 dExpert (scientific)Review this page
217388n/a39 dExpert (clinical), Patient advocateReview this page
22
TrialVISION
73459552 dExpert (clinical)Review this page
237227n/a49 dExpert (clinical), Patient advocateReview this page
24721139452 dExpert (regulatory), Expert (clinical), Patient advocateReview this page
25
TechnologyPET/CT
721039252 dExpert (scientific)Review this page
2672429639 dExpert (scientific)Review this page
2772489639 dExpert (scientific)Review this page
2871408949 dExpert (regulatory), Expert (clinical), Patient advocateReview this page
297126n/a39 dExpert (clinical), Patient advocateReview this page
307123n/a46 dExpert (clinical), Patient advocateReview this page
3171898949 dExpert (scientific)Review this page
3271568949 dExpert (scientific)Review this page
337024n/a34 dExpert (clinical), Patient advocateReview this page
3470348649 dExpert (regulatory), Expert (clinical), Patient advocateReview this page
357022n/a49 dExpert (clinical), Patient advocateReview this page
366922n/a38 dExpert (clinical), Patient advocateReview this page
376921n/a39 dExpert (clinical), Patient advocateReview this page
386922n/a34 dExpert (clinical), Patient advocateReview this page
3968298350 dExpert (regulatory), Expert (clinical), Patient advocateReview this page
4068378729 dExpert (regulatory), Expert (clinical), Patient advocateReview this page
416819n/a39 dExpert (clinical), Patient advocateReview this page
42681107952 dExpert (scientific)Review this page
4368278752 dExpert (clinical)Review this page
4467248550 dExpert (clinical)Review this page
4567238550 dExpert (regulatory), Expert (clinical), Patient advocateReview this page
466716n/a48 dExpert (clinical), Patient advocateReview this page
47
IndicationOsteosarcoma
6717n/a48 dExpert (clinical), Patient advocateReview this page
4867307750 dExpert (regulatory), Expert (clinical), Patient advocateReview this page
4967607652 dExpert (scientific)Review this page
506617n/a34 dExpert (clinical), Patient advocateReview this page

Showing the top 50 of 592 reviewable pages.

By track

The ten highest-need pages for each track, so a clinician, a scientist, a regulatory specialist or an advocate can start without reading the whole queue.

Translations

Every translated TL;DR is machine-assisted until a named speaker of the language reviews it. Pages show MT until then and Reviewed after. Reviews are recorded in src/data/i18n/reviewed.ts.

LanguageTranslated TL;DRsReviewedReviewers
Spanish Español00 (0%)0Review translations
Chinese 中文00 (0%)0Review translations
Portuguese Português00 (0%)0Review translations
Hindi हिन्दी00 (0%)0Review translations
French Français00 (0%)0Review translations
German Deutsch00 (0%)0Review translations
Japanese 日本語00 (0%)0Review translations
Arabic العربية00 (0%)0Review translations

Spotted a wrong translation on one page? Use Translation fix; to sign off a batch, Translation review.

How to review

  1. Pick a page from the queue and read it with its linked sources open.
  2. Click Review this page. The issue form carries the checklist for your track: expert (clinical), expert (scientific), expert (regulatory), patient advocate. Say what you checked and what you found wrong, with sources.
  3. State your name, role and organisation, a profile URL we can verify, and your conflicts of interest for the last three years. “None declared” is a valid answer and is displayed.
  4. A maintainer verifies identity, fixes anything you flagged (each fix is a sourced edit through the same gate), then records the sign-off in src/data/reviews.ts. The badge appears on the page with your name, the date and your COI statement, and you appear on the roster.

A review is a statement about a page on a date, not an endorsement. Nothing is edited directly by reviewers or by anyone else: every change enters as an issue and is checked before it is merged. Tracks and verification rules: REVIEWERS.md.