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Early prediction of insulin requirement in gestational diabetes using a parsimonious LASSO model and a point-based risk score.

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Title: Early prediction of insulin requirement in gestational diabetes using a parsimonious LASSO model and a point-based risk score.
Authors: Greco D; Diabetes and Pregnancy Clinic - Distretto Sanitario di Trapani - ASP Trapani, Italy., Scibetta S; Department of Clinical Medicine, Internal Medicine Unit with Rheumatology, Dermatology, Diabetology and Tertiary Diabetic Foot Health-Care, National Relevance and High Specialization Hospital Trust ARNAS Civico, Di Cristina, Benfratelli, Palermo 90127, Italy; Institute for Biomedical Research and Innovation (IRIB), National Research Council (CNR), Via Ugo La Malfa,153, Palermo 90146, Italy., Giambanco L; U.O.C. Ginecologia e Ostetricia - P.O. 'G.F. Ingrassia' di Palermo, Italy., Iannone V; U.O.C. Ginecologia e Ostetricia - P.O. 'S. Antonio Abate' di Trapani - ASP Trapani, Italy., Calvo L; Department of Clinical Medicine, Internal Medicine Unit with Rheumatology, Dermatology, Diabetology and Tertiary Diabetic Foot Health-Care, National Relevance and High Specialization Hospital Trust ARNAS Civico, Di Cristina, Benfratelli, Palermo 90127, Italy., Corrao S; Department of Clinical Medicine, Internal Medicine Unit with Rheumatology, Dermatology, Diabetology and Tertiary Diabetic Foot Health-Care, National Relevance and High Specialization Hospital Trust ARNAS Civico, Di Cristina, Benfratelli, Palermo 90127, Italy; Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties [PROMISE], University of Palermo, Palermo 90133, Italy. Electronic address: salvatore.corrao@unipa.it.
Source: Diabetes research and clinical practice [Diabetes Res Clin Pract] 2026 May; Vol. 235, pp. 113228. Date of Electronic Publication: 2026 Mar 28.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8508335 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8227 (Electronic) Linking ISSN: 01688227 NLM ISO Abbreviation: Diabetes Res Clin Pract Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Early prediction of insulin requirement in gestational diabetes using a parsimonious LASSO model and a point-based risk score.
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  Data: <searchLink fieldCode="AU" term="%22Greco+D%22">Greco D</searchLink>; Diabetes and Pregnancy Clinic - Distretto Sanitario di Trapani - ASP Trapani, Italy.<br /><searchLink fieldCode="AU" term="%22Scibetta+S%22">Scibetta S</searchLink>; Department of Clinical Medicine, Internal Medicine Unit with Rheumatology, Dermatology, Diabetology and Tertiary Diabetic Foot Health-Care, National Relevance and High Specialization Hospital Trust ARNAS Civico, Di Cristina, Benfratelli, Palermo 90127, Italy; Institute for Biomedical Research and Innovation (IRIB), National Research Council (CNR), Via Ugo La Malfa,153, Palermo 90146, Italy.<br /><searchLink fieldCode="AU" term="%22Giambanco+L%22">Giambanco L</searchLink>; U.O.C. Ginecologia e Ostetricia - P.O. 'G.F. Ingrassia' di Palermo, Italy.<br /><searchLink fieldCode="AU" term="%22Iannone+V%22">Iannone V</searchLink>; U.O.C. Ginecologia e Ostetricia - P.O. 'S. Antonio Abate' di Trapani - ASP Trapani, Italy.<br /><searchLink fieldCode="AU" term="%22Calvo+L%22">Calvo L</searchLink>; Department of Clinical Medicine, Internal Medicine Unit with Rheumatology, Dermatology, Diabetology and Tertiary Diabetic Foot Health-Care, National Relevance and High Specialization Hospital Trust ARNAS Civico, Di Cristina, Benfratelli, Palermo 90127, Italy.<br /><searchLink fieldCode="AU" term="%22Corrao+S%22">Corrao S</searchLink>; Department of Clinical Medicine, Internal Medicine Unit with Rheumatology, Dermatology, Diabetology and Tertiary Diabetic Foot Health-Care, National Relevance and High Specialization Hospital Trust ARNAS Civico, Di Cristina, Benfratelli, Palermo 90127, Italy; Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties [PROMISE], University of Palermo, Palermo 90133, Italy. Electronic address: salvatore.corrao@unipa.it.
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  Data: <searchLink fieldCode="JN" term="%228508335%22">Diabetes research and clinical practice</searchLink> [Diabetes Res Clin Pract] 2026 May; Vol. 235, pp. 113228. <i>Date of Electronic Publication: </i>2026 Mar 28.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Scientific+Publishers%22">Elsevier Scientific Publishers </searchLink><i>Country of Publication: </i>Ireland <i>NLM ID: </i>8508335 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1872-8227 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201688227%22">01688227 </searchLink><i>NLM ISO Abbreviation: </i>Diabetes Res Clin Pract <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.diabres.2026.113228
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      – Code: eng
        Text: English
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        StartPage: 113228
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      – TitleFull: Early prediction of insulin requirement in gestational diabetes using a parsimonious LASSO model and a point-based risk score.
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              M: 05
              Text: 2026 May
              Type: published
              Y: 2026
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