ClarusC64/endpoint-framework-transition-integrity-v0.1
Clarus Clinical Narrative Integrity v0.1.1 What this dataset tests You track meaning as it moves across sections of a clinical paper You detect when claims shift strength or scope without justification You flag narrative drift introduced by section transitions Scope One document Multiple internal sections Abstract Methods Results Discussion Conclusion One publication lifecycle How this differs from v0.1 v0.1 tests internal consistency within a single narrative fragment v0.1.1 tests… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/endpoint-framework-transition-integrity-v0.1.
Clarus Clinical Narrative Integrity v0.1.1
What this dataset tests
- You track meaning as it moves across sections of a clinical paper
- You detect when claims shift strength or scope without justification
- You flag narrative drift introduced by section transitions
Scope
- One document
- Multiple internal sections
- Abstract
- Methods
- Results
- Discussion
- Conclusion
- One publication lifecycle
How this differs from v0.1
- v0.1 tests internal consistency within a single narrative fragment
- v0.1.1 tests continuity across narrative sections
- v0.1.1 is stricter and higher resolution
- Same invariant
- Finer audit surface
Typical failure modes
- Abstract upgrades exploratory findings
- Discussion removes qualifiers stated in Results
- Conclusion reframes safety or efficacy language
- Claims migrate from descriptive to causal
- Negative findings fade across sections
What this dataset does not test
- Protocol to publication transitions
- Registry or SAP drift
- Phase-to-phase definitional changes
Task format
- Each row presents paired or sequential narrative excerpts
- The model judges whether meaning is preserved across sections
- Output is a binary choice
Label meaning
- A indicates narrative integrity failure across sections
- B indicates narrative integrity preserved
Use cases
- Automated audit of clinical manuscripts
- Journal and peer-review triage
- Detection of rhetorical inflation in reporting
Version note
- v0.1 remains valid for single-fragment integrity checks
- v0.1.1 extends coverage to section-to-section narrative transitions
- Neither version supersedes the other
