Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
1Distinct papers
0Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5102743656
ORCID evidence
Observed aliases (4)
- David A. Nicholls (openalex, provider refresh)
- David A. Nicholls (openalex, source metadata)
- David Nicholls (openalex, provider refresh)
- David Nicholls (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Human Ai Collab: 1 paper
- Labor Markets: 1 paper
- Org Design: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Consumer Welfare: 1 paper
- Market Structure: 1 paper
- Task Allocation: 1 paper
- Decision Quality: 1 paper
- Employment: 1 paper
- Job Displacement: 1 paper
Papers in the OpenAlex view
Latest stored OpenAlex author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| AI-driven physiotherapy risks hollowing out routine clinical roles and professional authority while shifting value toward tech platforms; preserving patient outcomes will require revaluing therapists' relational and complex‑case skills and redesigning roles rather than protectionism.openalex | David A. Nicholls provider id |
2026-08-14 | 0 |
Citation observation summary
OpenAlex supplied counts for 1 of 1 papers in this view; 0 are missing. The observed paper counts sum to 0 cumulative citations. This is a coverage summary, not an author score or h-index.