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Paper Citation Record · LEDGER

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review

As of 23 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2505.12220.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.12220 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:42:01.928691Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

  • verified exact40
  • verified fuzzy3
  • unresolved4
  • parse uncertain0
  • malformed identifier4
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 759f7d55-d2a5-4b83-b677-e8acbf2551ce · outbound

This paper cites Preventing suicides in US service members and veterans: concerns after a decade of war.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Preventing suicides in US service members and veterans: concerns after a decade of war

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 06142eee-e8af-495f-917b-844dc9f9f295 · outbound

This paper cites Soldier suicide rates continue to rise: military, scientists work to stem the tide.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Soldier suicide rates continue to rise: military, scientists work to stem the tide

Reference 2

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doi, observed 2026-08-15T20:42:02.732251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 97aa3635-5fae-41ca-b505-f79128adcd15 · outbound

This paper cites Preva- lence and correlates of suicidal behavior among soldiers: results from the army study to assess risk and resilience in servicemembers (army STARRS).

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Preva- lence and correlates of suicidal behavior among soldiers: results from the army study to assess risk and resilience in servicemembers (army STARRS)

Reference 3

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doi, observed 2026-08-15T20:42:02.712130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation eb067c62-f4f2-4c0e-a095-b48df062b844 · outbound

This paper cites Suicide attempts in the US army during the wars in afghanistan and iraq, 2004 to 2009.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Suicide attempts in the US army during the wars in afghanistan and iraq, 2004 to 2009

Reference 4

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raw_fallback, observed 2026-08-15T20:42:04.010409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation de25efa8-1e8b-45ba-888e-ed2e701564e8 · outbound

This paper cites Using machine learning to predict suicide attempts in military personnel.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Using machine learning to predict suicide attempts in military personnel

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation a9d8d362-ce73-47a0-a74c-6ff84837e17d · outbound

This paper cites Using machine learning algorithms to enhance the man- agement of suicide ideation.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Using machine learning algorithms to enhance the man- agement of suicide ideation

Reference 6

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raw_fallback, observed 2026-08-15T20:42:03.815260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 9d0148ba-b450-42b9-a9f3-6f2a17df1f20 · outbound

This paper cites 2023 national veteran suicide prevention annual report.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review 2023 national veteran suicide prevention annual report

Reference 7

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raw_fallback, observed 2026-08-15T20:42:04.277852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 2217d9bf-eb4c-4e08-b631-909ce384fdaf · outbound

This paper cites Unintended consequences: stigma and suicide prevention efforts.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Unintended consequences: stigma and suicide prevention efforts

Reference 8

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doi, observed 2026-08-15T20:42:02.694315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 993f7fa5-bc3f-49d7-b05c-d22f7999fafb · outbound

This paper cites Post- deployment mental health screening: A systematic review of current evidence and future directions.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Post- deployment mental health screening: A systematic review of current evidence and future directions

Reference 9

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation d8f38db1-601b-4e40-ae65-3cc91ce2c048 · outbound

This paper cites Predicting military and veteran suicide risk: Cultural aspects.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Predicting military and veteran suicide risk: Cultural aspects

Reference 10

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doi, observed 2026-08-15T20:42:02.656676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation ce39b36a-49ea-433b-b57f-4263037ef54d · outbound

This paper cites Improving suicide risk screening to identify the highest risk patients: Results from the PRImary care screening methods (PRISM) study.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Improving suicide risk screening to identify the highest risk patients: Results from the PRImary care screening methods (PRISM) study

Reference 11

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doi, observed 2026-08-15T20:42:02.634073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation f1e93b29-97a9-4a88-886b-a329e5cc499d · outbound

This paper cites How well can U.S.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review How well can U.S

Reference 12

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doi, observed 2026-08-15T20:42:02.614427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 0b95d947-925e-44fe-8dd6-e5a7ada9cd9d · outbound

This paper cites Predicting suicides after outpatient mental health visits in the army study to assess risk and resilience in servicemembers (army STARRS).

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Predicting suicides after outpatient mental health visits in the army study to assess risk and resilience in servicemembers (army STARRS)

Reference 13

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doi, observed 2026-08-15T20:42:02.596951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation acc78771-5fa7-4240-93c0-9a2d33b9b672 · outbound

This paper cites Evaluation of the recovery engagement and coordination for Health-Veterans enhanced treatment suicide risk modeling clinical program in the veterans health administration.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Evaluation of the recovery engagement and coordination for Health-Veterans enhanced treatment suicide risk modeling clinical program in the veterans health administration

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1e486b04-97d6-44a3-8346-90f53eb40556 · outbound

This paper cites Developing a practical suicide risk pre- diction model for targeting high-risk patients in the veterans health administration.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Developing a practical suicide risk pre- diction model for targeting high-risk patients in the veterans health administration

Reference 15

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doi, observed 2026-08-15T20:42:02.566023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 153100b7-9f26-4fb4-8dd2-c5eb6ee2c9aa · outbound

This paper cites The veterans health admin- istration REACH VET program: Suicide predictive modeling in practice.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review The veterans health admin- istration REACH VET program: Suicide predictive modeling in practice

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation c8b13717-2051-4b38-a632-ddd6ec9029bd · outbound

This paper cites The army study to assess risk and resilience in servicemembers (army STARRS): progress toward understanding suicide among soldiers.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review The army study to assess risk and resilience in servicemembers (army STARRS): progress toward understanding suicide among soldiers

Reference 17

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation cd28270f-cf2f-4318-8dc7-378f8680e6fc · outbound

This paper cites Gender differences in machine learning models of trauma and suicidal ideation in veterans of the iraq and afghanistan wars.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Gender differences in machine learning models of trauma and suicidal ideation in veterans of the iraq and afghanistan wars

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation ac9d29a1-5bdf-4200-97c2-ea5bf1f321d8 · outbound

This paper cites Machine learning based suicide ideation prediction for military personnel.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Machine learning based suicide ideation prediction for military personnel

Reference 19

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Observation 3d422f54-b513-4858-a84d-6cdf9265e316 · outbound

This paper cites Acoustic and language analysis of speech for suicidal ideation among US veterans.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Acoustic and language analysis of speech for suicidal ideation among US veterans

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 8402b6f1-3d39-420b-80ee-71e959f1c073 · outbound

This paper cites The first year after military service: Predictors of U.S.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review The first year after military service: Predictors of U.S

Reference 21

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no resolver link, observed 2026-08-15T20:42:01.718282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 522938b6-1f5b-4daa-be09-c6a52145bf48 · outbound

This paper cites A machine learning approach to iden- tification of self-harm and suicidal ideation among military and police veterans.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review A machine learning approach to iden- tification of self-harm and suicidal ideation among military and police veterans

Reference 22

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doi, observed 2026-08-15T20:42:02.453660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation c89a27ac-5d0c-43a7-846f-3511930b0038 · outbound

This paper cites Detecting suicide risk among U.S.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Detecting suicide risk among U.S

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation b6b7baa3-a427-4528-8aa6-46de75a785fb · outbound

This paper cites Text mining the EMR for modeling and predicting suicidal behavior among US veterans of the 1991 persian gulf war.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Text mining the EMR for modeling and predicting suicidal behavior among US veterans of the 1991 persian gulf war

Reference 24

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doi, observed 2026-08-15T20:42:02.426244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation e06e419a-80d8-4973-8f7b-f5ba753a4785 · outbound

This paper cites Sexual assault victimization and mental health treatment, suicide attempts, and career outcomes among women in the US army.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Sexual assault victimization and mental health treatment, suicide attempts, and career outcomes among women in the US army

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 431c0289-071a-43cc-9f0c-c763d66ecc59 · outbound

This paper cites Predicting suicide attempts among soldiers who deny suicidal ideation in the army study to assess risk and resilience in servicemembers (army STARRS).

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Predicting suicide attempts among soldiers who deny suicidal ideation in the army study to assess risk and resilience in servicemembers (army STARRS)

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 97a30263-c418-4fca-b5d1-ac4858a0ccca · outbound

This paper cites an unresolved cited work.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Unresolved cited work

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3539f8d7-2bc7-40e1-80f9-2af1e1abc041 · outbound

This paper cites Pre-deployment predictors of suicide attempt during and after combat deployment: Results from the army study to assess risk and resilience in servicemembers.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Pre-deployment predictors of suicide attempt during and after combat deployment: Results from the army study to assess risk and resilience in servicemembers

Reference 28

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verified exact
doi, observed 2026-08-15T20:42:02.379882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 6e4926e2-7b50-4033-8a3c-95ea8a6219a1 · outbound

This paper cites Predicting suicide at- tempts among U.S.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Predicting suicide at- tempts among U.S

Reference 29

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doi, observed 2026-08-15T20:42:02.354877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 8a471b2e-7c1b-4768-b0fd-74e602beea15 · outbound

This paper cites an unresolved cited work.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Unresolved cited work

Reference 30

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doi, observed 2026-08-15T20:42:02.323917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.784731Z digest=sha256:1b421e352d90273f3965ba9dc93e5108169ad3360f28149a9d2f3e65ee7e306b

Observation 62e15308-1110-43f3-8598-b5726d3cd14a · outbound

This paper cites A practical risk calculator for suicidal behavior among transitioning U.S.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review A practical risk calculator for suicidal behavior among transitioning U.S

Reference 31

Resolution
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doi, observed 2026-08-15T20:42:02.299815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.792359Z digest=sha256:4c5f1d6a9fff6de84f839932fa8452af813a7c7bd39210d960549917f6533fae

Observation cb97f4bb-33ec-4777-86b1-f1f5e2d4a8b1 · outbound

This paper cites Deep sequential neural network models improve stratification of suicide attempt risk among US veterans.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Deep sequential neural network models improve stratification of suicide attempt risk among US veterans

Reference 32

Resolution
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doi, observed 2026-08-15T20:42:02.269315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.798751Z digest=sha256:a5f3f0ca02e2191d3b8c9f95c3049858851bf1b33b35352a8c8db1a0cc12b45e

Observation 94fc46a5-3bf9-4eb5-bbfa-5956365ab2f9 · outbound

This paper cites Predicting the risk of suicide by analyzing the text of clinical notes.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Predicting the risk of suicide by analyzing the text of clinical notes

Reference 33

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Source-reported events for the cited work

correction dated 2014-03-20. Source: crossref record 10.1371/journal.pone.0091602->10.1371/journal.pone.0085733:correction, observed 2026-07-11T03:08:51.208627+00:00. This notice travels one citation hop only.

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Observation d0aad0f9-1f5b-4a76-9264-4c2584639e8b · outbound

This paper cites Predicting suicides after psychiatric hospitalization in US army soldiers: the army study to assess risk and resilience in servicemembers (army STARRS).

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Predicting suicides after psychiatric hospitalization in US army soldiers: the army study to assess risk and resilience in servicemembers (army STARRS)

Reference 34

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verified exact
raw_fallback, observed 2026-08-15T20:42:03.400512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.810258Z digest=sha256:1a379d7886ed67c04fd2675b5e163e6c281bee7f47d1e0ee7696c66935246921

Observation 2cee1821-d9ac-4c55-96c4-8db24c935056 · outbound

This paper cites Using administrative data to predict suicide after psychiatric hospitalization in the veterans health administration system.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Using administrative data to predict suicide after psychiatric hospitalization in the veterans health administration system

Reference 35

Resolution
verified exact
raw_fallback, observed 2026-08-15T20:42:03.285527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.816173Z digest=sha256:99722c0248842ff07d9face9219d567bad875cd41b7be06b38b56d8a1ad2acf3

Observation 09a7ad38-5d54-4a36-919c-6799a5c6076e · outbound

This paper cites Evaluation of suicide mortality among sexual minority US veterans from 2000 to 2017.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Evaluation of suicide mortality among sexual minority US veterans from 2000 to 2017

Reference 36

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verified exact
raw_fallback, observed 2026-08-15T20:42:03.184022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.821994Z digest=sha256:7261e4dbe34908ef14e9e4d105fb4625d3db85bfda9e3adc436be0bc147c734c

Observation b6bb2133-292c-4690-8690-9572c549225c · outbound

This paper cites Leveraging natural language processing to improve electronic health record suicide risk prediction for veterans health administration users.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Leveraging natural language processing to improve electronic health record suicide risk prediction for veterans health administration users

Reference 37

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verified exact
doi, observed 2026-08-15T20:42:02.211838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.829710Z digest=sha256:3e15df02ceade517edfff0820da2c56e380e566f6b1b01c5938568911cf0c015

Observation 62bcb0ad-041d-4f6a-bc43-34fee0e847b9 · outbound

This paper cites High dimensional predictions of suicide risk in 4.2 million US veterans using ensemble transfer learning.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review High dimensional predictions of suicide risk in 4.2 million US veterans using ensemble transfer learning

Reference 38

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verified exact
doi, observed 2026-08-15T20:42:04.235752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.836292Z digest=sha256:43bb2fc3ed2f53615e4b841b3c50ad920a48a89b1913086717b8eafd2a41d75e

Observation ad2d3d19-0acb-4ccf-ab1e-d869274bb0a9 · outbound

This paper cites Automatic prediction of suicidal risk in military couples using multimodal interaction cues from couples conversations.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Automatic prediction of suicidal risk in military couples using multimodal interaction cues from couples conversations

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T20:42:01.843058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:42:01.843058Z digest=sha256:215e15f6ccebc425c66d87ee16c4fc4653cd97bfc62cb46a764ccc8a4518b990

Observation c01f9d90-329d-42a5-b033-5896a72231b4 · outbound

This paper cites Digital phenotyping to improve prediction of suicidal urges in treatment: Study protocol.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Digital phenotyping to improve prediction of suicidal urges in treatment: Study protocol

Reference 40

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metadata mismatch
raw_fallback, observed 2026-08-15T20:42:02.978110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.848696Z digest=sha256:a17169942e9a70a0882053df0f42ec1d001172b43f8a60d9324163e5596cfe3d

Observation 97ace8f8-4d37-4eab-8a02-f33f2fffd3c7 · outbound

This paper cites Suicide theory-guided nat- ural language processing of clinical progress notes to improve prediction of veteran suicide risk: proto- col for a mixed-method study.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Suicide theory-guided nat- ural language processing of clinical progress notes to improve prediction of veteran suicide risk: proto- col for a mixed-method study

Reference 41

Resolution
verified exact
doi, observed 2026-08-15T20:42:02.183559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.853875Z digest=sha256:9425979dfa9874918d2d691dd73506596f41fab8dc5ed96914722d12263126c4

Observation 7d8ef2a0-527b-492f-a8fc-86d6d6175594 · outbound

This paper cites 6 facts about the U.S.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review 6 facts about the U.S

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:42:04.213475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.859392Z digest=sha256:c38be41355502a60e2b4d915bf611c7059b3ad6de089a61d2b7b24747ac2d87f

Observation 8c90e62b-b67c-445d-90af-e61012545bd8 · outbound

This paper cites National violent death reporting system: Web coding manual: Version 6.0 [2022-01-18].

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review National violent death reporting system: Web coding manual: Version 6.0 [2022-01-18]

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:42:04.185520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.864313Z digest=sha256:89bdd9d308947e4ce9800eff5ddc98c603de29eb24b5112f266342d979cce9c0

Observation 55d07ebe-a2e6-48bf-9494-155439414b78 · outbound

This paper cites Binge drinking among female veterans affairs patients: prevalence and associated risks.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Binge drinking among female veterans affairs patients: prevalence and associated risks

Reference 44

Resolution
verified exact
doi, observed 2026-08-15T20:42:02.151717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.869551Z digest=sha256:4f4bb0195dbd71afad85a0f6fe20f9fdc39e42b28ae3fafecace3101c1c05561

Observation e5724d2b-fdc4-4403-afa4-8b2fc3d1243c · outbound

This paper cites Sex/Gender differences in the Time- Course for the development of substance use disorder: A focus on the telescoping effect.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Sex/Gender differences in the Time- Course for the development of substance use disorder: A focus on the telescoping effect

Reference 45

Resolution
verified exact
doi, observed 2026-08-15T20:42:02.128224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.874840Z digest=sha256:ee0a90bf6bf5d9703191213f0f5c1dd17bd76c2ec60c0a4144d85aa86c769e47

Observation 6b978a7d-345b-4622-a8e9-328f8086bc3c · outbound

This paper cites Suicidal ideation and behaviours after traumatic brain injury: A systematic review.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Suicidal ideation and behaviours after traumatic brain injury: A systematic review

Reference 46

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T20:42:04.162437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.879962Z digest=sha256:d2eb30a33d1facdc78db9af8bfa8052af99bc282c05edd808842992d54631bdb

Observation 7964f326-8cc4-4d83-9989-2959aa1dd932 · outbound

This paper cites Posttraumatic stress disorder and suicide risk among veterans: a literature review.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Posttraumatic stress disorder and suicide risk among veterans: a literature review

Reference 47

Resolution
verified exact
doi, observed 2026-08-15T20:42:02.106294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.885768Z digest=sha256:14340603cf29cb1f2c73e6531aec38c5edc70f05e699d8d43538186c1111d27d

Observation 74cde318-17a7-4b6c-978a-16816ec16de0 · outbound

This paper cites Posttraumatic stress disorder as a risk factor for suicidal ideation in iraq and afghanistan war veterans.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Posttraumatic stress disorder as a risk factor for suicidal ideation in iraq and afghanistan war veterans

Reference 48

Resolution
verified exact
doi, observed 2026-08-15T20:42:02.086418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.891272Z digest=sha256:f8ccdac3acbc677d086b665aed5e3dc1bed2dd0bf42c69ba3a18584cb988899d

Observation b8fcae01-15e9-40b8-950f-6ea18871e41e · outbound

This paper cites Childhood adversities and suicide attempts: A retrospective study.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Childhood adversities and suicide attempts: A retrospective study

Reference 49

Resolution
verified exact
doi, observed 2026-08-15T20:42:02.066912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.896115Z digest=sha256:ecb0529e48ba2fbc6f10466c76d60912ae90ab64d5628ebd9828f12e5f430a68

Observation eda42cfc-ef92-471a-a8b4-48e5ddb696af · outbound

This paper cites Predictors of suicidal ideation, suicide attempts, and self-harm without lethal intent in a community corrections sample.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Predictors of suicidal ideation, suicide attempts, and self-harm without lethal intent in a community corrections sample

Reference 50

Resolution
verified exact
doi, observed 2026-08-15T20:42:02.047549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.900812Z digest=sha256:c55af149ba52d6aaa9e570a4f8ed05bb7c0e4da19a05defc1d1fa69ec2673716

Observation 27d5d237-ee7b-4843-8a25-41e05ba26a70 · outbound

This paper cites Personality traits as prospective predictors of suicide attempts.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Personality traits as prospective predictors of suicide attempts

Reference 51

Resolution
verified exact
raw_fallback, observed 2026-08-15T20:42:02.888949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.906081Z digest=sha256:8e137bdf98fca3811ebc6d81f3c14764a4cf4edee90b45ddc0c0fdce2f89cb73

Observation c6fdfd08-ada0-48d8-9137-97dc53e23680 · outbound

This paper cites Role of machine learning algorithms in suicide risk prediction: a systematic review-meta analysis of clinical studies.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Role of machine learning algorithms in suicide risk prediction: a systematic review-meta analysis of clinical studies

Reference 52

Resolution
verified exact
doi, observed 2026-08-15T20:42:02.024891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.911375Z digest=sha256:351a01dc44c9c7707a54016c18fad041d8fa3716dbb4e81d2468f2dd86eec17c

Observation 7fb834dd-8af2-4696-ba1d-39f49ed248d8 · outbound

This paper cites The psychology of suicidal behaviour.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review The psychology of suicidal behaviour

Reference 53

Resolution
verified exact
doi, observed 2026-08-15T20:42:02.001330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.917854Z digest=sha256:854828d19d105279c42f1a2a3e5eed29d1c4a6f76a0be4b29590fec54b0ae726

Observation d4a17c51-b7cb-489f-986a-83cd7a56952b · outbound

This paper cites Linguistic variables and gender differences within a messenger-based psychosocial chat counseling service for children and adolescents: Cross-sectional study.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Linguistic variables and gender differences within a messenger-based psychosocial chat counseling service for children and adolescents: Cross-sectional study

Reference 54

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T20:42:04.136310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.923548Z digest=sha256:f649514df3b6f722b2ea7ff6c205f028ef5c2e29e1f36fbe64aacf08a9b8e0b3

Observation 5987fff8-0c26-46ee-99fa-f4e0bcf76666 · outbound

This paper cites Translating promise into practice: a review of machine learning in suicide research and prevention.

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review Translating promise into practice: a review of machine learning in suicide research and prevention

Reference 55

Resolution
verified exact
doi, observed 2026-08-15T20:42:01.979270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T20:42:01.928691Z digest=sha256:92736ee9173d8c7c6e42e47724db17888a03e0f9cc28ccdb1e2cdfae8a5fa2da

Pith citing papers

No inbound Pith citation observations are available.