Paper Citation Record · LEDGER

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories

As of 12 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2412.16302.

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

pith.paper-citation-record.v1
2412.16302 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:46:44.548751Z

measured 27 of 27 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

27 of 27 outbound references displayed

verified exact1
verified fuzzy19
unresolved6
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e6c0138f-e007-4954-b805-fd040ea4a8fe · outbound

This paper cites Mental illness statistics,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Mental illness statistics,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T10:46:44.434842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 058a905f-9387-4398-9945-5aca3bd37283 · outbound

This paper cites Confronting a traumatic event: toward an understanding of inhibition and disease.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Confronting a traumatic event: toward an understanding of inhibition and disease

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.933859Z

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 67d0fd50-cd1d-479f-8fa0-a3e901eeb5ba · outbound

This paper cites Expressive writing and blood pressure.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Expressive writing and blood pressure

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T10:46:44.444160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25994e23-62e3-4434-81e2-74e490e92e7e · outbound

This paper cites Disclosure of traumas and immune function: health implications for psychotherapy.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Disclosure of traumas and immune function: health implications for psychotherapy

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.910954Z

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 4261e28a-7dff-4cab-b619-940db03a6505 · outbound

This paper cites The effects of expressive writing on adjustment to hiv,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories The effects of expressive writing on adjustment to hiv,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.897288Z

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 780ead7a-599f-40e5-a2ea-da5d5a992576 · outbound

This paper cites Narrative identity,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Narrative identity,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.883753Z

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 7896ef9d-e98a-49d9-9573-c9e0b12fbaf8 · outbound

This paper cites A content analysis of depression-related tweets,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories A content analysis of depression-related tweets,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.870468Z

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 cd66b02f-c9de-4cb4-9f40-92a5dc76323c · outbound

This paper cites Psychological aspects of natural language use: Our words, our selves,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Psychological aspects of natural language use: Our words, our selves,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.857113Z

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 fb5457f2-3894-4fc4-a4b6-cab89698eb17 · outbound

This paper cites Redeveloping diction: theoretical considerations,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Redeveloping diction: theoretical considerations,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.843623Z

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 5a615dd4-7ecd-410c-93c0-30692f96ba21 · outbound

This paper cites Shortfall in mental health service utilisation,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Shortfall in mental health service utilisation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.828858Z

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 d6ed54c4-bd0a-4b05-b7fb-944a828bbd14 · outbound

This paper cites The de facto us mental and addictive disorders service system: Epidemiologic catchment area prospective 1- year prevalence rates of disorders and services,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories The de facto us mental and addictive disorders service system: Epidemiologic catchment area prospective 1- year prevalence rates of disorders and services,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.813962Z

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 80a0932c-3c94-4942-b2a5-f4f228e2729f · outbound

This paper cites A depression detection model based on sentiment analysis in micro-blog social network,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories A depression detection model based on sentiment analysis in micro-blog social network,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.799897Z

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 d505615d-38ef-429b-85d5-9ecb74499f71 · outbound

This paper cites Semi-supervised approach to monitoring clinical depressive symptoms in social media,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Semi-supervised approach to monitoring clinical depressive symptoms in social media,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.786096Z

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 16ba444a-4c14-4b95-b9e1-68e55e994c3f · outbound

This paper cites Depression and Self-Harm Risk Assessment in Online Forums.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Depression and Self-Harm Risk Assessment in Online Forums

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T10:46:44.492343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f1adff8-9c36-4d53-a99b-d9572335855c · outbound

This paper cites Machine learning driven mental stress detection on reddit posts using natural language processing,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Machine learning driven mental stress detection on reddit posts using natural language processing,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.772083Z

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 c6a38861-078b-40d7-8039-f54ac4536346 · outbound

This paper cites A Multitask Deep Learning Approach for User Depression Detection on Sina Weibo.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories A Multitask Deep Learning Approach for User Depression Detection on Sina Weibo

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:46:44.618879Z

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 1ed29b98-247c-4cd3-9316-ae1d215bda03 · outbound

This paper cites Facebook social media for depression detection in the thai community,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Facebook social media for depression detection in the thai community,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.757826Z

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 3e09563f-cff3-4a75-8c79-20221dfe8694 · outbound

This paper cites Natural language processing of social media as screening for suicide risk,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Natural language processing of social media as screening for suicide risk,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T10:46:44.510355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 380ea18f-1867-4820-9aec-c5cf369fa92a · outbound

This paper cites Using topic modeling to detect and describe self-injurious and related content on a large-scale digital platform,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Using topic modeling to detect and describe self-injurious and related content on a large-scale digital platform,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.734985Z

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 19a5ee25-3097-4d17-a07d-295d57702e84 · outbound

This paper cites Data set creation and empirical analysis for detecting signs of depression from social media postings,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Data set creation and empirical analysis for detecting signs of depression from social media postings,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.720458Z

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 0e693832-b5c0-4dbf-973d-fae198193a88 · outbound

This paper cites Incorporating forthcoming events and personality traits in social media based stress prediction,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Incorporating forthcoming events and personality traits in social media based stress prediction,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.704677Z

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 dc842a60-90e0-4d1c-b856-f3638656b608 · outbound

This paper cites Predicting mental health of scholars using contextual word embedding,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Predicting mental health of scholars using contextual word embedding,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.690397Z

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 0bd4ea87-3597-496a-9dca-c7ddd5f6c1c5 · outbound

This paper cites New dataset: Reddit r/depression and r/suicidewatch for nlp,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories New dataset: Reddit r/depression and r/suicidewatch for nlp,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.676318Z

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 22b31771-06ee-4652-8db0-d361a2edd3a1 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T10:46:44.535554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e40c4e5-d49a-48c4-ab58-42ae9af3fe7a · outbound

This paper cites MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T10:46:44.539789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d7b5bf8-2936-409b-ba07-e2c862f263f0 · outbound

This paper cites How emo- tions affect logical reasoning: evidence from experiments with mood- manipulated participants, spider phobics, and people with exam anxiety,.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories How emo- tions affect logical reasoning: evidence from experiments with mood- manipulated participants, spider phobics, and people with exam anxiety,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:46:44.662723Z

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 62e5be42-987d-42d2-ae64-90671d4e19db · outbound

This paper cites an unresolved cited work.

Decoding Linguistic Nuances in Mental Health Text Classification Using Expressive Narrative Stories Unresolved cited work

Reference 27

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T10:46:44.648115Z

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.