Audit Trail · Article #2436578

Bedford's energetic walking advocate, recently hit by car, says concussion 'has literally brought me down'

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)

published 2026-10-29T10:00:28 · ingested 2026-10-29T06:16:00.576203

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 80% vv3

The article presents Patrick Doyle's personal story without明显的偏见，主要是叙述了他在遭遇车祸后所经历的身心变化。文章没有明显的情感倾向或偏向。

Trigger phrases: 'has literally brought me down'I can’t

      computed at 2026-10-29T06:37:24.548072
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 48% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T06:36:36.945827-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-29T06:40:54.511916

Tier-2 at: 2026-10-29T07:00:23.581649

AI analyzed: ✓ at 2026-10-29T06:37:24.548072

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (4)

true Patrick Doyle is a walking advocate in Bedford.

The article states that he is 'Bedford's energetic walking advocate' and mentions his awareness walks.

        T.A.L.O.N. · 2026-10-29T07:00:23.581649
      

true Doyle was struck by a car while walking in a parking lot.

The article provides details about the incident, including its location and his condition afterward.

        T.A.L.O.N. · 2026-10-29T07:00:23.581649
      

mixed Concussions are only associated with sports injuries.

While Doyle held this belief initially, the article shows that he now recognizes concussions can result from other types of accidents as well.

        T.A.L.O.N. · 2026-10-29T07:00:23.581649
      

true Doyle is recovering from a concussion and its effects.

The article describes his current condition and the recovery process he's undergoing, including medication for headaches and driver’s license suspension.

        T.A.L.O.N. · 2026-10-29T07:00:23.581649
      

Cross-Outlet Cluster · I.N.K.

Bedford's energetic walking advocate, recently hit by car, says concussion 'has literally brought me down' 1 article across outlets

      clustered at 2026-10-29T06:16:00.583753
    

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': 3, 'grade': 'A+', 'note': 'below minimum volume (3 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 · 3 events tracked

Raw Audit Trail (2 events)

2026-10-29T06:16:00.576203 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": 13771
}

2026-10-29T06:36:36.945827 bias_v2_scored

payload

{
  "confidence": 0.485,
  "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.