Editorial Portal · JIPCET-2026-0035

Explanation Formats and Clinician Reliance on Triage Models

Dr. Alice Warren · Human–Technology · Original Research · submitted 14 August 2026

Revision

Initial AI Screening

JIPCET-2026-0035
Scope94 / 100
Completeness96 / 100
Methodology signal88 / 100
Reference concerns 0 flagsPotential overlap 0 flags

Strong scope match and complete submission package. No automated flags raised. Suitable for immediate editorial assessment.

Editor's Action

AI provides screening signals only. The final editorial decision is made by the responsible human editor.

Reviewer Recommendations

AI suggested · editor selects
  • 93% expertise match
  • 84% expertise match
  • 73% expertise match
  • 69% expertise match
  • 66% expertise match
2 selected · two reviewers required

Peer Review

2 returned

Reviewer 1

Major Revision

Originality 5/5 · Methodology 3/5 · Significance 4/5 · Clarity 4/5

The contribution is timely and the framing is strong. Dataset construction is under-specified: please describe inclusion criteria and how ambiguous cases were resolved.

Confidential to editor: Worth pursuing, but the dataset section must be rewritten before acceptance.

Reviewer 2

Minor Revision

Originality 4/5 · Methodology 4/5 · Significance 5/5 · Clarity 3/5

Methodology is generally adequate. Please expand the discussion of generalisability and clarify Figure 3.

Confidential to editor: Solid paper. I would accept after clarity edits.

AI Synthesis of Reviews

Both reviewers consider the contribution potentially significant. Reviewer 1 identifies methodological concerns regarding dataset construction. Reviewer 2 considers the methodology generally adequate but requests additional explanation.

This synthesis summarises returned reviews. It carries no recommendation and no weight in the decision.

Editorial Decision

D. Paxton

Abstract

A randomised study of explanation formats and their effect on clinician reliance in emergency triage.

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