Evidence map›Paper›PMID 41726612›Full record

ArticleACS omega2026

A Framework for Digital Technologies Application in Soft Sensing Monitoring to Recombinant Nanobody Production in

Juan Camilo Acosta-Pavas, David Camilo Corrales, Susana M Alonso Villela, Georgios Georgakilas, Luc Fillaudeau, César Arturo Aceves-Lara

Abstract read
In one paragraph

Article in ACS omega, 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

6 authors.

Juan Camilo Acosta-PavasTBI, Université de Toulouse, CNRS, INRAE, INSA, 135 Avenue de Rangueil, Toulouse (CEDEX 04) 31077, France.ORCID https://orcid.org/0000-0003-0398-7712
David Camilo CorralesTBI, Université de Toulouse, CNRS, INRAE, INSA, 135 Avenue de Rangueil, Toulouse (CEDEX 04) 31077, France.ORCID https://orcid.org/0000-0003-4717-3040
Susana M Alonso VillelaINRAE, UMS (1337) TWB, 135 Avenue de Rangueil, Toulouse 31077, France.
Georgios GeorgakilasATHENA Research Center, Marousi 15125, Greece.
Luc FillaudeauTBI, Université de Toulouse, CNRS, INRAE, INSA, 135 Avenue de Rangueil, Toulouse (CEDEX 04) 31077, France.
César Arturo Aceves-LaraTBI, Université de Toulouse, CNRS, INRAE, INSA, 135 Avenue de Rangueil, Toulouse (CEDEX 04) 31077, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The production of recombinant nanobody-based (protein) products in

Identifiers

PMID41726612
PMCPMC12917826

What OpenQuestion 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 OpenQuestion graph.