Evidence map›Paper›PMID 41283504›Full record

ArticleAudiology research2025

Machine Learning Versus Simple Clinical Models for Cochlear Implant Outcome Prediction.

Rieke Ollermann, Nils Strodthoff, Andreas Radeloff, Robert Böscke

Abstract read
In one paragraph

Article in Audiology research, 2025. 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.

Rieke OllermannDivision of Otolaryngology, Head and Neck Surgery, University of Oldenburg, 26129 Oldenburg, Germany.
Nils StrodthoffAI4Health Division, University of Oldenburg, 26129 Oldenburg, Germany.
Andreas RadeloffDivision of Otolaryngology, Head and Neck Surgery, University of Oldenburg, 26129 Oldenburg, Germany.ORCID 0000-0003-1881-4179
Robert BösckeDivision of Otolaryngology, Head and Neck Surgery, University of Oldenburg, 26129 Oldenburg, Germany.

Funding

Forschungspool, School of Medicine and Health Sciences at the University Oldenburg PB Rare 2019-003
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cochlear implanthearing lossmachine learningprediction modelregression model

Identifiers

PMID41283504
PMCPMC12641834

What OpenQuestion holds

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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.