IEThe Irish Times
The limitations of ‘red flags’ in healthcare
Dr Muiris Houston: Managing diagnostic uncertainty is a lifelong challenge for doctors
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- #2121
- First seen
- 24 Aug 2026, 04:39 UTC
- Last checked
- 24 Aug 2026, 13:10 UTC
- Version history
- 1 version
- Current fingerprint
9c33bca09905...235ce7
01
Publisher layer
Recorded article metadata
- Publisher
- The Irish Times
- Country
- Ireland
- Source published
- 24 Aug 2026, 04:31 UTC
- Source updated
- No update timestamp supplied
- Byline
- Muiris Houston
- Section
- Not supplied
Source-supplied excerpt
Dr Muiris Houston: Managing diagnostic uncertainty is a lifelong challenge for doctors
02
Change layer
Observed version timeline
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1
The limitations of ‘red flags’ in healthcare
Dr Muiris Houston: Managing diagnostic uncertainty is a lifelong challenge for doctors
Changed fieldstitlebylinedescriptionTextcontentTextsourcePublishedAtsourceUpdatedAtsectionimageUrltags- Version SHA-256
9c33bca09905...235ce7- Capture SHA-256
6c1d1ca668ef...41cb2c
03
Interpretation layer
Labels with declared origins
Not an adjudication.
Publisher categories are copied from source metadata. Machine signals report observable wording or format and do not determine truth, intent, ethics, or wrongdoing.
- machine content-type Reported news observable-rules-v1 / 70% rule confidence
04
Public response layer
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Comment counts and samples remain absent until a lawful, source-specific capture method is reviewed. Absence is recorded instead of estimated.
05
Evidence layer
Capture provenance
- Capture ID
- #1866
- Observed
- 24 Aug 2026, 04:39 UTC
- HTTP result
- 200 / parsed
- Raw payload
- 865,009 bytes, private gzip evidence
- Collector
- news-ledger/0.1
- Public boundary
- metadata and excerpt