Paper Citation Record · LEDGER

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals

As of 12 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2508.15440.

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

pith.paper-citation-record.v1
2508.15440 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:55:31.695019Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

24 of 24 outbound references displayed

verified exact5
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1824345-ab5d-4990-8dba-0fdf7d31c9b6 · outbound

This paper cites URL: " 'urlintro :=.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T17:55:29.555467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9764f89f-19b0-4621-98f5-890edcc75179 · outbound

This paper cites write newline.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T17:55:29.645794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52a7b8c2-27ad-4764-85d2-c698ba0cdb39 · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:34.988770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4edc628e-e01f-495b-9382-25c87ccad663 · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-05T17:55:29.796306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cde7d584-97d4-4248-b062-12bb3b90d46a · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T17:55:29.880207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a73e8a6-fc03-4699-ab9c-6703a910daef · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-05T17:55:32.099207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 52ed8878-b971-4889-a57f-448f89ccbca7 · outbound

This paper cites Joyce, A.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Joyce, A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T17:55:30.086656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b0d060a-86dc-41ab-ab4e-91e1ba61c843 · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:34.861532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bd7cb126-15da-4758-b039-6c6b2382e460 · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-05T17:55:31.883837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 09dece36-9b8e-4709-ac57-f8f4dd3fec96 · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:34.729586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 015e272b-9d00-4a6b-92b7-83ff8f378e02 · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:34.520581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 46ea1e86-c522-4525-99c3-2d1fa1929a1e · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 12

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T17:55:33.004636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8ab7d3b6-37ed-4f55-a756-110f80d1ca1c · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:34.376993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6a01bf43-3f07-42a4-9b28-8a1967be7365 · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:34.195284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7ab2bc92-99dc-4c71-ac61-b55f4cba6ad6 · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:33.960583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1837a0c2-bf87-4234-8aed-bb2206e1047f · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:33.788018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 37406283-bbeb-407e-babf-a3a216f4cb4f · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:33.625640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 259be28e-c1e9-403b-8f7d-97e657f27baf · outbound

This paper cites Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:55:32.730239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bb7b6dd4-3a84-400e-a054-3c41262fddb0 · outbound

This paper cites Sentiment-guided Commonsense-aware Response Generation for Mental Health Counseling.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Sentiment-guided Commonsense-aware Response Generation for Mental Health Counseling

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T17:55:31.167198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f2ecb6c-a49e-4faa-9466-e40f4cbd23dc · outbound

This paper cites Trust Modeling in Counseling Conversations: A Benchmark Study.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Trust Modeling in Counseling Conversations: A Benchmark Study

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:55:32.551200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 69047ec7-a3c0-422f-be6f-35038d4c8689 · outbound

This paper cites Lord, Md Shad Akhtar, and Tanmoy Chakraborty.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Lord, Md Shad Akhtar, and Tanmoy Chakraborty

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T17:55:31.402265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da1b5b0a-2f17-404d-83c5-6344e8108ce7 · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:33.387032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 08a1cf19-bbc3-4f91-a3d3-b1c96c37bb22 · outbound

This paper cites an unresolved cited work.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:55:33.206805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8abfc19b-1cb3-4492-b575-1790b9622dba · outbound

This paper cites MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media.

M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:55:32.308385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.