Audit Trail · Article #2421372

Breast Cancer Canada and AstraZeneca Canada Advance Next-Generation Survivorship Research

Source article ↗ · Financial Post · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-27T16:46:05.624194 · ingested 2026-10-27T14:46:05.624194

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-27T14:46:05.624194
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 42% valhalla/distilbart-mnli-12-3

      computed at 2026-10-27T15:06:17.078540-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-27T14:59:57.975917

Tier-2 at: —

AI analyzed: ✓ at 2026-10-27T14:59:57.975917

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Announced at ESMO 2026: $200,000 in matched funding to advance the future of Canadian breast cancer survivorship

Rule-based: source_credibility=False, has_stat=True, hedged=False

        heuristic-v1 · 2026-10-27T14:46:05.639472
      

unverified TORONTO — Breast Cancer Canada and AstraZeneca Canada are investing $200,000 in matched research funding to address critical gaps in breast cancer survivorship and improve care for Canadians living with and beyond the disease

Rule-based: source_credibility=False, has_stat=True, hedged=False

        heuristic-v1 · 2026-10-27T14:46:05.639472
      

Cross-Outlet Cluster · I.N.K.

Breast Cancer Canada and AstraZeneca Canada Advance Next-Generation Survivorship Research 1 article across outlets

      clustered at 2026-10-27T14:46:05.630302
    

Governance — C.R.E.E.D.

A+

overall grade

100.0

By Category

Accountability {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Environmental {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Fairness {'events': 2, 'grade': 'A+', 'note': 'below minimum volume (2 events; minimum 100 for a non-provisional score)', 'provisional': True, 'score': 100.0}

Privacy {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Safety {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Transparency {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}

Ethics audit by C.R.E.E.D. Institute · 2 events tracked

Raw Audit Trail (2 events)

2026-10-27T14:46:05.624194 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 13764
}

2026-10-27T15:06:17.078540 bias_v2_scored

payload

{
  "confidence": 0.422,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.