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MOUNIR AKARKACH
The Mathematics of Malignancy · Biological Emergence · Governed Inference

Cancer as a Legitimate System State.

A companion to the book, not a diagnostic tool. Explore conceptual system transitions, question evidence, distinguish mathematical possibilities from biological mechanisms, and learn precisely where a model must stop.

Book & research-app portal ↗ Open Cancer Systems Lab ↗Independent companion · Internet required for this cross-app link
01Explore the bookNavigate 50 research profiles02Experiment safelyAdjust a fictional system model03Audit your claimUse PIGA and A7SEM Reverse
IMPORTANT · “Legitimate” means possible under model assumptions—not healthy, desirable, or acceptable. Clinical Gate 2 is always BLOCK.

Start with your evidence, not an invented diagnosis.

Upload a redacted research document or enter observations manually in the guided PIGA/A7SEM evidence intake. Receive research-admission gaps and falsification questions, then return to the 50 conceptual profiles.

Start local evidence intake ↗

01 · The book's 50 research profiles

Reader atlas

Titles follow the published specialist edition; this explorer supplies generic research questions, not disease-specific validated algorithms or full chapter text.

50 of 50 research profiles · Select to focus the learning questions

READER FOCUSSmall-cell lung cancer

What evidence distinguishes a model's state description from a verified biological or clinical mechanism?

Classification ≠ explanationObservation ≠ causeSimulation ≠ prognosis

Three questions to carry into this chapter

  1. Which observations are independently established?
  2. Which competing hypotheses remain possible?
  3. What result would falsify the proposed interpretation?

02 · A7SEM · Seven interacting dimensions

Conceptual lens

Nonsequential and interacting theoretical dimensions, not clinical cancer stages or measurable patient parameters.

03 · Fictional State Transition Lab

Toy model · not cancer biology

A transparent, deterministic mathematical illustration. Changing these abstract coefficients does not simulate any treatment, tumour outcome, survival or medical intervention.

55
45
25
Current toy parametersFixed reference
Final fictional state index—
Compared with reference—

04 · PIGA · Evidence Admission

Inference before action
Gate 1: DELAY · Gate 2: BLOCK. Complete the evidence checks, then rerun.

05 · Research Passport & Reproducibility

Local evidence register

Export a self-contained account of the conceptual hypothesis, inputs, assumptions, missing checks, model trace and audit events. No server upload; no patient data. A hash is not a certified signature.

Conceptual reference01 · Small-cell lung cancer
Current Gate 1 stateDELAY
Gate 2 (clinical)BLOCK
Medical scope

This research companion does not diagnose cancer, rank cancer severity, predict progression, recommend drugs, or justify changing professional care. The book's original framework is theoretical; independent clinical predictive superiority has not been demonstrated.

Research provenance: Public Specialist Book V119 and the author's Research Evidence Register. These external reading links require Internet; the application itself functions offline.
GATE 2 · ALL CLINICAL ACTIONS BLOCKED — CONCEPTUAL RESEARCH AND FICTIONAL LEARNING ONLY.