W4205420544 Peer-reviewed research AI × management and organizations

To Engage or Not to Engage with AI for Critical Judgments: How Professionals Deal with Opacity When Using AI for Medical Diagnosis

Sarah Lebovitz · Hila Lifshitz-Assaf · Natalia Levina

Also recorded as: doi:10.1287/orsc.2021.1549

Organization Science · 2022-01-10

Recorded claims
2
coded from the inspected source
Evidence classes
2
crossref-api-metadata, journal-toc-listing
Recorded limitations
5
stated, never hidden

From the hash-bound evidence releases

Recorded claims

Each claim states what the inspected source says, at the recorded location—bounded by its scope and graded by its confidence. Nothing here is a synthesis across works.

The retained Crossref abstract describes how opacity increased professionals’ uncertainty when using AI for critical diagnostic judgments and how AI-interrogation practices enabled engaged augmentation.

confidence: moderate crossref-api-metadata apw-c1-obot-journals

Scope: abstract-level evidence from professional knowledge work in a hospital

The publisher issue listing places this paper in the special issue on emerging technologies and organizing, and its preview abstract studies human-AI augmentation in professional knowledge work where clinicians make critical diagnostic judgments under AI opacity.

confidence: high journal-toc-listing apw-c1-obot-journals

Scope: publisher TOC preview abstract

Structured relationships

In-corpus citations

Only source-supplied cites relationships whose two endpoints are admitted are shown. Invocation evidence remains a separate relationship.

Cites (8)

Cited by (42)

Boundaries

Limitations & independence

Recorded at coding time, carried with the work forever. A claim without its limits is not evidence.

Recorded limitations

  • Crossref abstract-level metadata only; the publisher surface returned HTTP 403; full text was not inspected
  • The retained manifestation is a bounded Crossref search response rather than an exact-DOI response
  • Crossref supplied only year and month for the issue publication date
  • Publisher TOC preview abstract is truncated; full text was not inspected.
  • Special-issue membership is established by the issue section heading.

Source independence

publisher-only