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Accelerating systematic reviews: a novel 1-wk screening protocol using rule-based automation with AI-assisted Python coding.

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Title: Accelerating systematic reviews: a novel 1-wk screening protocol using rule-based automation with AI-assisted Python coding.
Authors: Robleto E; Interdisciplinary Stem Cell Institute, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, United States.; Division of Cardiology, Department of Medicine, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, United States.; Miami Veterans' Affairs Medical Center, Research & Development Services, Miami, Florida, United States., Shehadeh LA; Interdisciplinary Stem Cell Institute, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, United States.; Division of Cardiology, Department of Medicine, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, United States.; Miami Veterans' Affairs Medical Center, Research & Development Services, Miami, Florida, United States.
Source: American journal of physiology. Heart and circulatory physiology [Am J Physiol Heart Circ Physiol] 2025 Nov 01; Vol. 329 (5), pp. H1391-H1413. Date of Electronic Publication: 2025 Sep 12.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't; Research Support, U.S. Gov't, Non-P.H.S.
Journal Info: Publisher: American Physiological Society Country of Publication: United States NLM ID: 100901228 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-1539 (Electronic) Linking ISSN: 03636135 NLM ISO Abbreviation: Am J Physiol Heart Circ Physiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Robleto+E%22">Robleto E</searchLink>; Interdisciplinary Stem Cell Institute, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, United States.; Division of Cardiology, Department of Medicine, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, United States.; Miami Veterans' Affairs Medical Center, Research & Development Services, Miami, Florida, United States.<br /><searchLink fieldCode="AU" term="%22Shehadeh+LA%22">Shehadeh LA</searchLink>; Interdisciplinary Stem Cell Institute, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, United States.; Division of Cardiology, Department of Medicine, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, United States.; Miami Veterans' Affairs Medical Center, Research & Development Services, Miami, Florida, United States.
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  Data: <searchLink fieldCode="JN" term="%22100901228%22">American journal of physiology. Heart and circulatory physiology</searchLink> [Am J Physiol Heart Circ Physiol] 2025 Nov 01; Vol. 329 (5), pp. H1391-H1413. <i>Date of Electronic Publication: </i>2025 Sep 12.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Physiological+Society%22">American Physiological Society </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>100901228 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1522-1539 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2203636135%22">03636135 </searchLink><i>NLM ISO Abbreviation: </i>Am J Physiol Heart Circ Physiol <i>Subsets: </i>MEDLINE
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        Value: 10.1152/ajpheart.00374.2025
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      – Code: eng
        Text: English
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              Text: 2025 Nov 01
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