Machine learning algorithms and their predictive accuracy for suicide and self-harm: Systematic review and meta-analysis.
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| Title: | Machine learning algorithms and their predictive accuracy for suicide and self-harm: Systematic review and meta-analysis. |
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| Authors: | Spittal, Matthew J.1 (AUTHOR) m.spittal@unimelb.edu.au, Guo, Xianglin Aneta1 (AUTHOR), Kang, Laurant2 (AUTHOR), Kirtley, Olivia J.3 (AUTHOR), Clapperton, Angela1 (AUTHOR), Hawton, Keith4 (AUTHOR), Kapur, Nav5,6,7 (AUTHOR), Pirkis, Jane1 (AUTHOR), Carter, Greg8,9 (AUTHOR) |
| Source: | PLoS Medicine. 9/11/2025, Vol. 22 Issue 9, p1-23. 23p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 187888001 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine learning algorithms and their predictive accuracy for suicide and self-harm: Systematic review and meta-analysis. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Spittal%2C+Matthew+J%2E%22">Spittal, Matthew J.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> m.spittal@unimelb.edu.au</i><br /><searchLink fieldCode="AR" term="%22Guo%2C+Xianglin+Aneta%22">Guo, Xianglin Aneta</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kang%2C+Laurant%22">Kang, Laurant</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kirtley%2C+Olivia+J%2E%22">Kirtley, Olivia J.</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Clapperton%2C+Angela%22">Clapperton, Angela</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hawton%2C+Keith%22">Hawton, Keith</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kapur%2C+Nav%22">Kapur, Nav</searchLink><relatesTo>5,6,7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Pirkis%2C+Jane%22">Pirkis, Jane</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Carter%2C+Greg%22">Carter, Greg</searchLink><relatesTo>8,9</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22PLoS+Medicine%22">PLoS Medicine</searchLink>. 9/11/2025, Vol. 22 Issue 9, p1-23. 23p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=187888001 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pmed.1004581 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 23 StartPage: 1 Titles: – TitleFull: Machine learning algorithms and their predictive accuracy for suicide and self-harm: Systematic review and meta-analysis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Spittal, Matthew J. – PersonEntity: Name: NameFull: Guo, Xianglin Aneta – PersonEntity: Name: NameFull: Kang, Laurant – PersonEntity: Name: NameFull: Kirtley, Olivia J. – PersonEntity: Name: NameFull: Clapperton, Angela – PersonEntity: Name: NameFull: Hawton, Keith – PersonEntity: Name: NameFull: Kapur, Nav – PersonEntity: Name: NameFull: Pirkis, Jane – PersonEntity: Name: NameFull: Carter, Greg IsPartOfRelationships: – BibEntity: Dates: – D: 11 M: 09 Text: 9/11/2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 15491277 Numbering: – Type: volume Value: 22 – Type: issue Value: 9 Titles: – TitleFull: PLoS Medicine Type: main |
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