Strategizing AI utilization for psychological literature screening: A comparative analysis of machine learning algorithms and key factors to consider.
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| Title: | Strategizing AI utilization for psychological literature screening: A comparative analysis of machine learning algorithms and key factors to consider. |
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| Authors: | König L; Department of Psychology, https://ror.org/04e8jbs38Helmut-Schmidt-University, Germany., Zitzmann S; Department of Psychology, https://ror.org/006thab72MSH Medical School Hamburg, Germany., Hecht M; Department of Psychology, https://ror.org/04e8jbs38Helmut-Schmidt-University, Germany. |
| Source: | Research synthesis methods [Res Synth Methods] 2026 May; Vol. 17 (3), pp. 451-482. Date of Electronic Publication: 2025 Dec 19. |
| Publication Type: | Journal Article; Comparative Study |
| Journal Info: | Publisher: Wiley Blackwell Country of Publication: England NLM ID: 101543738 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1759-2887 (Electronic) Linking ISSN: 17592879 NLM ISO Abbreviation: Res Synth Methods Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41992903 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Strategizing AI utilization for psychological literature screening: A comparative analysis of machine learning algorithms and key factors to consider. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22König+L%22">König L</searchLink>; Department of Psychology, https://ror.org/04e8jbs38Helmut-Schmidt-University, Germany.<br /><searchLink fieldCode="AU" term="%22Zitzmann+S%22">Zitzmann S</searchLink>; Department of Psychology, https://ror.org/006thab72MSH Medical School Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Hecht+M%22">Hecht M</searchLink>; Department of Psychology, https://ror.org/04e8jbs38Helmut-Schmidt-University, Germany. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101543738%22">Research synthesis methods</searchLink> [Res Synth Methods] 2026 May; Vol. 17 (3), pp. 451-482. <i>Date of Electronic Publication: </i>2025 Dec 19. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Comparative Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley+Blackwell%22">Wiley Blackwell </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101543738 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1759-2887 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217592879%22">17592879 </searchLink><i>NLM ISO Abbreviation: </i>Res Synth Methods <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41992903 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1017/rsm.2025.10053 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 451 Titles: – TitleFull: Strategizing AI utilization for psychological literature screening: A comparative analysis of machine learning algorithms and key factors to consider. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: König L – PersonEntity: Name: NameFull: Zitzmann S – PersonEntity: Name: NameFull: Hecht M IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 05 Text: 2026 May Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1759-2887 Numbering: – Type: volume Value: 17 – Type: issue Value: 3 Titles: – TitleFull: Research synthesis methods Type: main |
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