Smart Formulation: extending AI-based stability prediction to compounded liquid dosage forms using KNIME.
- DOI
- 10.1016/j.ijpharm.2026.127464
- Published
- 2026 Oct 1
- Container
- International journal of pharmaceutics
- Publisher
- Not recorded
- Open access
- unknown
Credibility signals
limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1016/j.ijpharm.2026.127464,
title = {Smart Formulation: extending AI-based stability prediction to compounded liquid dosage forms using KNIME.},
author = {Mrini LE and Lapras B and Lahlou M and Lequeux V and Mallet H and Huet A and Merienne C and Marchand C and Mazet R and Pirot F},
year = {2026},
journal = {International journal of pharmaceutics},
doi = {10.1016/j.ijpharm.2026.127464},
url = {https://doi.org/10.1016/j.ijpharm.2026.127464}
}RIS
TY - JOUR TI - Smart Formulation: extending AI-based stability prediction to compounded liquid dosage forms using KNIME. AU - Mrini LE AU - Lapras B AU - Lahlou M AU - Lequeux V AU - Mallet H AU - Huet A AU - Merienne C AU - Marchand C AU - Mazet R AU - Pirot F PY - 2026 JO - International journal of pharmaceutics DO - 10.1016/j.ijpharm.2026.127464 UR - https://doi.org/10.1016/j.ijpharm.2026.127464 ER -
APA
LE, M., B, L., M, L., V, L., H, M., A, H., C, M., C, M., R, M., & F, P. (2026). Smart Formulation: extending AI-based stability prediction to compounded liquid dosage forms using KNIME.. International journal of pharmaceutics. https://doi.org/10.1016/j.ijpharm.2026.127464
Source records
- pubmed · retrieved 2026-11-10T19:09:18.649Z