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CellSight Diagnosis

Evidence Centre

Every claim, with its dependency attached.

Each card records the current capability state, what can be said today, the missing dependency, an owner placeholder, a review-date placeholder and the boundary that applies.

Abstract layered render of translucent document planes, dataset tiles and version nodes connected by fine red trace lines.
Illustration of a proposed evidence and lineage structure.

Product-use boundary

The demonstrator must not be used for diagnosis, screening, triage, referral, prognosis, treatment recommendation, or clinical decision-making.

Capability state: Under Verification

Previous MVP workflow

What can be said
Previous materials document a browser-based single-image and batch workflow with a binary Normal-versus-ALL-style output and CSV interaction.
Missing dependency
A running, reproducible build of that workflow and its source history.
Limitation or boundary
Documentation of a past interface is not evidence of current function.
Owner: to be assignedReview date: to be scheduled
Capability state: Under Verification

Current model identity

What can be said
No model identity can be stated for this concept release.
Missing dependency
Deployed-model identity, weights, architecture record and build provenance.
Limitation or boundary
No inference runs anywhere in this build.
Owner: to be assignedReview date: to be scheduled
Capability state: Under Verification

Performance baseline

What can be said
No performance figure is presented for CellSight.
Missing dependency
A reproduced baseline evaluated on a documented, subject-disjoint split.
Limitation or boundary
No accuracy, sensitivity, specificity or confidence value is shown.
Owner: to be assignedReview date: to be scheduled
Capability state: Under Verification

Data lineage and rights

What can be said
Data origin, licensing and usage rights are not established in this build.
Missing dependency
A dataset card covering origin, consent basis, licensing, splits and retention.
Limitation or boundary
No dataset is claimed as proprietary and no patient material is handled.
Owner: to be assignedReview date: to be scheduled
Capability state: Simulated Concept

Batch workflow

What can be said
Batch figures shown in the concept are deterministic local fixtures.
Missing dependency
A defined batch schema, failure taxonomy and reproducible run record.
Limitation or boundary
Fixture numbers are illustrative demo data, not CellSight performance data.
Owner: to be assignedReview date: to be scheduled
Capability state: Under Verification

Validation status

What can be said
No validation activity is claimed for this concept release.
Missing dependency
An agreed evaluation protocol, held-out data and an independent review step.
Limitation or boundary
Nothing in this build may be described as validated.
Owner: to be assignedReview date: to be scheduled
Capability state: Simulated Concept

LLM and RAG concept

What can be said
The Evidence Assistant answers from a short list of locally stored, approved statements.
Missing dependency
An approved source corpus, retrieval design, citation policy and answer-boundary review.
Limitation or boundary
No language model, vector database, external search or image endpoint is connected.
Owner: to be assignedReview date: to be scheduled