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What the oncologist receives

One clear, structured report.

Five components — each separating source data from interpretation, and each reviewed and signed by the treating oncologist before it is final.
OnKommon Twin · Structured report
01
Executive molecular summary
02
Molecular findings
03
Treatment optionsOptions to evaluate
04
Clinical-trial matchesPotential matches
05
Longitudinal view

Evidence

Treating oncologist review & signature

[Signature block placeholder]

Five components

How a Twin report is organised

  1. 01

    Executive molecular summary

    Overview, key findings, clinical context.

    Content discipline

    Distinguish source data from interpretation.

  2. 02

    Molecular findings

    Genomic and biomarker findings, in context.

    Content discipline

    State coverage, evidence strength and uncertainty.

  3. 03

    Treatment options

    Evidence-informed options to evaluate.

    Content discipline

    Options to evaluate — never phrased as autonomous prescriptions.

  4. 04

    Clinical-trial matches

    Trials matched to patient and biomarkers.

    Content discipline

    A potential match is not eligibility or enrolment confirmation.

    Informed by

  5. 05

    Longitudinal view

    Findings and change, over time.

    Content discipline

    Show only updates supported by actual inputs and cadence.

Computational vs reviewed

Which parts are computational, and which are reviewed

  1. 01Computational · AI-assisted analysis
  2. 02Structured findings
  3. 03Reviewed & signed by the treating oncologist
  4. 04KPCIRC Molecular Tumour Board

The analytical layers produce AI-assisted, structured findings. Clinical interpretation is provided by qualified clinicians; the treating oncologist reviews and signs every report, which is then taken to KPCIRC's internal Molecular Tumour Board.

  1. 1

    Treating team

    Pathway and data

    The treating oncologist selects the testing pathway; clinical, molecular and imaging data are integrated.

  2. 2

    OnKommon Twin

    21-layer analysis

    AI-assisted analysis across the applicable layers produces structured findings for clinician review.

  3. 3

    OnKommon Twin

    Structured report

    Executive summary, molecular findings, treatment options to evaluate, trial matches and longitudinal view.

  4. 4

    Treating oncologist

    Review and signature

    Every report is reviewed and signed by the treating oncologist.

  5. 5

    KPCIRC

    Molecular Tumour Board

    The signed report is then taken to KPCIRC's internal Molecular Tumour Board (MTB).

  6. 6

    Treating oncologist

    Decision and continuity

    Clinical authority stays with the oncologist. New evidence can prompt reassessment during the six-month journey.

The treating oncologist owns every decision. Every Twin report is reviewed and signed by the treating oncologist, then taken to KPCIRC's Molecular Tumour Board.

KPCIRC sign-off process

Sources and uncertainty

How sources and uncertainty are presented

  • Each finding states its evidence source, strength and the date it was last checked.
  • Supporting and conflicting evidence are shown side by side.
  • Coverage, sample limitations and uncertainty are stated, not hidden.
  • Treatment options are options to evaluate; trial matches are potential matches.
  • Missing inputs are listed so their effect on interpretation is visible.
Evidence panel
Finding / biomarker
GENE-X · example variant (fictional)
Origin
Somatic / germline / unresolved — as determined by SourceGuard and confirmation pathway
Interpretation
Plain statement of what the finding is understood to mean in this tumour type
Evidence source
[Source name · version · date]
Strength / tier
[Tier under the documented framework — named once confirmed]
Supporting evidence
[Studies or curated entries that support the interpretation]
Conflicting evidence
[Observations that point the other way, if any]
Context required
Tumour type, stage, prior therapy and sample type the interpretation depends on
Limitations & uncertainty
Coverage, tumour content, assay limits and open questions
Last checked
[Date the evidence was last reviewed]
Review status
Pending treating-oncologist review and signature
Field structure only. “GENE-X” is fictional and bracketed values are placeholders — no real evidence grade, citation or date is shown.

About the illustrations

Walk through a report with the team.

See the report structure, the evidence display and the sign-off sequence in a professional demonstration.

Continue the journey

The 21 analytical layers

Step inside every layer.

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