Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
< 1K
Tags:
clarus
clinical-trials
narrative-integrity
section-transition
evidence-reporting
clinical-audit
License:
| license: mit | |
| language: | |
| - en | |
| pretty_name: Clarus Clinical Narrative Integrity v0.1.1 | |
| tags: | |
| - clarus | |
| - clinical-trials | |
| - narrative-integrity | |
| - section-transition | |
| - evidence-reporting | |
| - clinical-audit | |
| task_categories: | |
| - text-classification | |
| size_categories: | |
| - 1K<n<10K | |
| 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 | |