Evidence map›Paper›PMID 39801097›Full record

ArticleJournal of oral & facial pain and headache2024

Development and validation of a search strategy and an automated classifier for retrieving temporomandibular disorders studies.

Vicente Wielandt, Juan Fernando Oyarzo, Manolis Jusakos, Giuliana Lunecke, Diana Biscay, Claudia Bosio, Paula Zambrano-Achig, Sebastián Pinto, Magdalena Bignon, Gabriel Rada and 1 more

Abstract readValidation Study
In one paragraph

Article in Journal of oral & facial pain and headache, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

11 authors.

Vicente Wielandt *Orofacial Pain & TMD Program, Faculty of Odontology, Andres Bello University, 8370133 Santiago, Chile.ORCID 0009-0007-7471-4742
Juan Fernando Oyarzo *Orofacial Pain & TMD Program, Faculty of Odontology, Andres Bello University, 8370133 Santiago, Chile.ORCID 0000-0002-3830-3547
Manolis JusakosOrofacial Pain & TMD Program, Faculty of Odontology, Andres Bello University, 8370133 Santiago, Chile.
Giuliana LuneckeOrofacial Pain & TMD Program, Faculty of Odontology, Andres Bello University, 8370133 Santiago, Chile.
Diana BiscayEpistemonikos Foundation, 7550296 Santiago, Chile.
Claudia BosioEpistemonikos Foundation, 7550296 Santiago, Chile.
Paula Zambrano-AchigEpistemonikos Foundation, 7550296 Santiago, Chile.
Sebastián PintoEpistemonikos Foundation, 7550296 Santiago, Chile.
Magdalena BignonEpistemonikos Foundation, 7550296 Santiago, Chile.
Gabriel RadaEpistemonikos Foundation, 7550296 Santiago, Chile.
Francisca Verdugo-PaivaOrofacial Pain & TMD Program, Faculty of Odontology, Andres Bello University, 8370133 Santiago, Chile.ORCID 0000-0003-0199-9744

Funding

Biomedical Science Project Award, Universidad Andrés Bello CEC-2022Development of Initiatives for Dialogue and Promotion of Knowledge, UNAB v1-2022
6 · The paper itself

Abstract

The objective was to develop and evaluate a comprehensive search strategy (SS) and automated classifier (AC) for retrieving temporomandibular disorders (TMD) research articles. An initial version of SS and AC was created by compiling terms from various sources, including previous systematic reviews (SRs) and consulting with TMD specialists. Performance was assessed using the relative recall (RR) method against a sample of all the primary studies (PS) included in 100 TMD-related SRs, with RR calculated for both SS and AC based on their ability to capture/classify TMD PSs. Adjustments were made iteratively. A validation was performed against PSs included in all TMD-relevant SRs published from January to April 2023. The analysis included 1271 PSs from 100 SRs published between 2002-2022. The initial SS had a relative recall of 89.34%, while the AC detected 70.05% of the studies. After adjustments, the fifth version reached 99.5% and 89.5% relative recall, respectively. Validation with 28 SRs from 2023 showed a search strategy sensitivity of 99.67% and AC sensitivity of 88.04%. In conclusion, the proposed SS demonstrated excellent performance in retrieving TMD-related research articles, with only a small percentage not correctly classified by the AC. The SS can effectively support evidence synthesis related to TMD, while the AC can aid in creating an open-access, continuously updated digital repository for all relevant TMD evidence.

Indexed as

Information Storage and RetrievalTemporomandibular Joint DisordersHumansAutomated classificationEvidence-based dentistryResearch methodologySystematic reviewTemporomandibular disorders

Identifiers

PMID39801097
PMCPMC11810670

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.