Evidence map›Paper›PMID 42633128›Full record

ArticleForensic science international. Synergy2026

The Indiana fingerprint comparison database.

G Kibbey, M Coon, N Aggadi, T Busey

Abstract read
In one paragraph

Article in Forensic science international. Synergy, 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

4 authors.

G KibbeyDepartment of Psychological Brain and Sciences, Indiana University, Bloomington, IN, USA.
M CoonAVER, LLC, Washington, DC, USA.
N AggadiDepartment of Psychological Brain and Sciences, Indiana University, Bloomington, IN, USA.
T BuseyDepartment of Psychological Brain and Sciences, Indiana University, Bloomington, IN, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Indiana Fingerprint Comparison Database is an open-source resource consisting of 513 image triplets of fingerprint images. Each triplet was assembled by a subject matter expert and consists of a latent impression, a mated exemplar livescan, and a non-mated exemplar livescan. The images have known ground truth and reflect many of the attributes of casework. A subset of 90 image triplets was tested in a black box study using 104 latent print examiners, and we provide response frequencies for each image pair using a 5-point response scale. We use an ordered probit model [1] to summarize the response distributions as a way of characterizing the strength of support for the same source proposition for each image pair and create likelihood ratios. The black box performance data and the freely-available images described here will support future research studies, laboratory training, validation, internal proficiency testing and calibration exercises.

Indexed as

Error rate studyFingerprint comparison databaseGround-truthed imagesOpen sourceProficiency testing

Identifiers

PMID42633128
PMCPMC13499070

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.