Evidence map›Paper›PMID 42869613›Full record

ArticleBMJ health & care informatics2026

Clinical heterogeneity in performance of a commercial prediction model for clinical deterioration.

Sandra Taylor, Christine Williams, Sili Fan, Irene Cortes-Puch, Sarina Fazio, Anna Liu, Rachael Callcut, Bruce Hall, Jason Y Adams

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in BMJ health & care informatics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Sandra TaylorDepartment of Public Health Sciences, University of California Davis School of Medicine, Sacramento, California, USA sltaylor@health.ucdavis.edu.ORCID http://orcid.org/0000-0001-7811-812X
Christine WilliamsPatient Care Services, University of California Davis Medical Center, Sacramento, California, USA.
Sili FanDepartment of Public Health Sciences, University of California Davis School of Medicine, Sacramento, California, USA.
Irene Cortes-PuchIT Enterprise Analytics and Data Services, University of California Davis Medical Center, Sacramento, California, USA.
Sarina FazioPatient Care Services, University of California Davis Medical Center, Sacramento, California, USA.
Anna LiuIT Enterprise Analytics and Data Services, University of California Davis Medical Center, Sacramento, California, USA.
Rachael CallcutDepartment of Surgery, University of California Davis School of Medicine, Sacramento, California, USA.
Bruce HallDepartment of Surgery, University of California Davis School of Medicine, Sacramento, California, USA.
Jason Y AdamsIT Enterprise Analytics and Data Services, University of California Davis Medical Center, Sacramento, California, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Decision Support Systems, Clinical

Identifiers

PMID42869613
PMCPMC13663712

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.