ArticleDiseases (Basel, Switzerland)2026
CRAFITY and PALBI Define a Machine Learning-Supported Prognostic Framework in Hepatocellular Carcinoma-Data from an Eastern European Cohort with Low Macrotrabecular-Massive Prevalence.
Cristiana Grapa, Tudor Mocan, Daniel Leucuta, Rares Craciun, Lavinia-Patricia Mocan, Miroslaw T Kornek, Emil Mois, Nadim Al Hajjar, Florin Graur, Teodora Mocan and 1 more
Abstract read
In one paragraphArticle in Diseases (Basel, Switzerland), 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 itWhat 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 registryThe 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 literatureWho cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
11 authors.
Cristiana GrapaDepartment of Physiology, "Iuliu Haţieganu" University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.ORCID 0000-0002-0652-0424 Tudor MocanGastroenterology Clinic, "Prof. Dr. O. Fodor" Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania.
Daniel LeucutaDepartment of Medical Informatics and Biostatistics, "Iuliu Haţieganu" University of Medicine and Pharmacy, Pasteur Street, No. 6, 400349 Cluj-Napoca, Romania.ORCID 0000-0003-4218-8622 Rares CraciunGastroenterology Clinic, "Prof. Dr. O. Fodor" Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania.ORCID 0000-0002-5872-8630 Lavinia-Patricia MocanDepartment of Histology, "Iuliu Haţieganu" University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania.ORCID 0000-0003-4957-4390 Miroslaw T KornekInstitute of Molecular Medicine and Experimental Immunology, University Hospital of the Rheinische Friedrich-Wilhelms-University, 53127 Bonn, Germany.ORCID 0000-0002-1682-1765 Emil MoisDepartment of Surgery, "Iuliu Haţieganu" University of Medicine and Pharmacy, 400162 Cluj-Napoca, Romania.
Nadim Al HajjarDepartment of Surgery, "Iuliu Haţieganu" University of Medicine and Pharmacy, 400162 Cluj-Napoca, Romania.
Florin GraurDepartment of Surgery, "Iuliu Haţieganu" University of Medicine and Pharmacy, 400162 Cluj-Napoca, Romania.ORCID 0000-0002-5887-3408 Teodora MocanDepartment of Physiology, "Iuliu Haţieganu" University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.
Zeno SparchezGastroenterology Clinic, "Prof. Dr. O. Fodor" Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania.
Funding
Iuliu Hațieganu University of Medicine and Pharmacy 1032/26/13.01.2021
6 · The paper itselfAbstract
PubMed holds no abstract for this paper.
Indexed as
albuminalpha-fetoproteinbilirubinC-reactive proteinhepatocellular carcinomamachine learningmacrotrabecular-massivenon-invasive scoresplatelets
Identifiers
PMID42505562
PMCPMC13408719
What OpenQuestion holds
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