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 →
2Distinct papers
0Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
144710784
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- A. Ercole (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 2 papers
- Human Ai Collab: 2 papers
- Org Design: 2 papers
- Productivity: 2 papers
- Adoption: 1 paper
Claim outcomes
- Adoption Rate: 2 papers
- Governance And Regulation: 2 papers
- Consumer Welfare: 1 paper
- Organizational Efficiency: 1 paper
- Other: 1 paper
- Task Allocation: 1 paper
Papers in the Semantic Scholar view
Latest stored Semantic Scholar 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 |
|---|---|---|---|
| Health-system AI with the biggest payoff is most likely to stall: a game-theoretic model shows hospitals become trapped in persistent partial adoption because clinicians cannot appropriate system-wide gains, distrust management commitments, or follow negative norms, and conventional incentive-only policies risk perpetuating this trap.arxiv | A. Ercole provider id |
2026-05-17 | 0 |
| AI that simply streamlines clinical tasks will not by itself ease hospital capacity pressures; only tools or procurement that change who bears risk or make outcomes more observable can alter entrenched system behaviour, so leaders must pair AI with governance and incentive reform.arxiv | A. Ercole provider id |
2026-03-29 | 0 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 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.