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Preview. This page is part of the Living Scorecard's first deployment — the engine and the publishing pipeline are being validated. The hypothesis is real (generated by the lab's engine, scored against current evidence) but the operator triage and the live testing path are still being established. Treat this as a preview of the format, not a settled prediction.
Publishedgenerated 2026-05-28T22:31:31Z

ipilimumab at antigen release — addresses threshold drift

ipilimumab (ctla4 brake release) is predicted to act at the antigen release step of the cancer-immunity cycle, addressing threshold drift — threshold moves out of reach of normal loading current. Capacitor sometimes fires, sometimes doesn't; unpredictable activation.

C2·I3
composite 0.46structural 0.40evidence 0.51novelty 0.50

What this is

The Living Scorecard is the lab's open record of structural predictions. Each hypothesis names a candidate intervention, where in the cycle it is predicted to act, the failure mode it is predicted to address, and the evidence available when the prediction was made.

Predictions are locked with timestamps before they can be tested. We generate them daily — many more than any one person can chase — so the field can see what the framework claims structurally, ahead of the data. Some will hold. Some will be refuted. Both stay on the page. Falsifiability is the point, not being right.

Structural argument

At the antigen release step of the cancer-immunity cycle (the capacitor regime at position P1), ipilimumab is predicted to act on the substrate via ctla4 brake release. This addresses threshold drift, the failure mode where threshold moves out of reach of normal loading current. Capacitor sometimes fires, sometimes doesn't; unpredictable activation. Structural basis: the intervention's regime-type class matches the position's regime, and the failure is one of the recognised failure modes for that regime.

  • rule_r13 (required) — Combinatorial candidate is grounded in R13's position-to-state table, which determines which interventions are structurally addressable at which positions.

Substrate

Domain
domain_cellular_biology
Cycle
cycle_l4_canonical
Position(s)
position_p1
Failure modes
failure_threshold_drift

Evidence at generation

PubMed510 hits

"ipilimumab" AND "cancer immunotherapy"

  • PMID 38828984 (2024) N Engl J Med

    Neoadjuvant Nivolumab and Ipilimumab in Resectable Stage III Melanoma.

  • PMID 35810989 (2022) Cancer Lett

    Colorectal cancer immunotherapy-Recent progress and future directions.

  • PMID 35403841 (2022) N Engl J Med

    Neoadjuvant Nivolumab plus Chemotherapy in Resectable Lung Cancer.

  • PMID 29778737 (2018) Lancet Oncol

    Cancer immunotherapy efficacy and patients' sex: a systematic review and meta-analysis.

  • PMID 22193102 (2011) Nature

    Cancer immunotherapy comes of age.

ChEMBLNo mechanism match

Targets: CHEMBL2364164

inhibitor

ClinicalTrials.gov5 trials

ipilimumab cancer immunotherapy

  • NCT04090775PHASE2 · COMPLETED

    Metastatic Prostatic Adenocarcinoma

    Primary: Primary endpoint: PSA decline

  • NCT04943848PHASE1 · RECRUITING

    Diffuse Intrinsic Pontine Glioma

    Primary: Safety and Tolerability: Dose limiting toxicities of rHSC-DIPGVax

  • NCT03416244PHASE2 · COMPLETED

    Esophageal Cancer

    Primary: Overall survival

  • NCT06492421PHASE2 · RECRUITING

    Lung Cancer

    Primary: pCR rate for the study groups

  • NCT05219435PHASE2 · COMPLETED

    Urothelial Cancer

    Primary: progression-free survival (PFS)

Status timeline

  • Draft2026-05-28T22:31:31Z

    Generated by combinatorial walker (v0.1.0).

    by system

  • Published2026-05-28T22:31:31Z

    First hypothesis approved for the public Living Scorecard. Top composite-ranked candidate from the daily run.

    by raimo

Tags

confidence:2impact:3generation:combinatorialnote:test-publication