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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 Encounter'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 2026-05-28T23:02:04Z

Ipilimumab acts at the T-cell commitment step against Treg over-correction

Position 4 of the cancer-immunity cycle is the commitment threshold. A T cell either crosses it and becomes a fully committed anti-tumour effector or holds back. The decision is gated by the CD28/CTLA-4 balance at the synapse. When regulatory amplitude exceeds what the system is correcting, the cycle oscillates between activation and brake instead of completing; that is what over-correction names. Ipilimumab occupies B7, blocking CTLA-4 from engaging it, so CD28 costimulation can fire. The drug matrix places anti-CTLA-4 at P4 for this reason.

C2·I3
composite 0.46structural 0.40evidence 0.51novelty 0.50

What this is

The Living Scorecard is Encounter'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. Encounter generates 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. The point is that each prediction is committed before the answer is known, so the data that arrives later can confirm or refute it.

Structural argument

Position 4 sits in the Pot outer regime (capacitor) of the cancer-immunity cycle. Its operational character at this slot is homeostat. The CD28/CTLA-4 balance keeps a setpoint that gates the T cell's commitment to anti-tumour effector lineage. Ipilimumab releases the CTLA-4 brake by occupying B7, so CD28 costimulation can fire. That counters over-correction, the failure mode where regulatory amplitude exceeds what the system is correcting and the cycle oscillates instead of completing. The intervention's regime-type class lines up with the position's outer regime, and failure_over_correction belongs to the homeostat sub-regime's failure set.

  • 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_p4
Failure modes
failure_over_correction

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

  • Draft2026-05-28T23:02:09Z

    Generated by combinatorial walker (v0.1.0) after the v0.1.1 fix that respects verb_target on drug-matrix entries and sources failure modes from each position's sub-regime class.

    by system

  • Published2026-05-28T23:02:09Z

    Replaces the earlier ipilimumab at P1 hypothesis, which was a structural error. The canonical drug matrix places anti-CTLA-4 at P4 (commitment threshold), not P1 (antigen release). P1 is for STING agonists, oncolytic viruses, and immunogenic chemotherapy. The prior YAML has been removed and the Sanity document deleted.

    by raimo

Tags

confidence:2impact:3generation:combinatorialnote:test-publicationnote:correction