Paper Citation Record · LEDGER

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection

As of 23 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2501.00129.

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

pith.paper-citation-record.v1
2501.00129 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:05:02.966566Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T01:45:45.948094Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact8
verified fuzzy7
unresolved22
parse uncertain0
malformed identifier6
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 97248a3b-362a-4b70-9ba4-6b5091933d1f · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Unresolved cited work

Reference 1

Resolution: malformed identifier; doi_truncated, observed 2026-08-10T23:05:03.936959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a51a7f77-308c-4321-9365-3f115c3a8a1e · outbound

This paper cites for Psychol.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection for Psychol

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.825166Z

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Observation f6589fb1-142d-426b-8fef-97a37710fc87 · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-10T23:05:03.149672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 77a6edbf-5046-4d50-80bf-1e6811ca865f · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:05:04.078838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e0744c6c-7608-4d89-b0e7-28854a8c8b5b · outbound

This paper cites psychiatry14, DOI: 10.1038/S41398-024-02970-4 (2024).

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection psychiatry14, DOI: 10.1038/S41398-024-02970-4 (2024)

Reference 5

Resolution: verified exact; doi, observed 2026-08-10T23:05:03.139383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e1563e09-bc2e-44d5-b25c-9d324307e508 · outbound

This paper cites M., Ji, S.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection M., Ji, S

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.840602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a684d2f-8777-4da7-9b19-d7efb45d25e9 · outbound

This paper cites A., Lester, J.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection A., Lester, J

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.843895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7485a102-ce45-42d7-9a9c-5bb6ba3ad93d · outbound

This paper cites Y ., Johnson, E., Simon, G.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Y ., Johnson, E., Simon, G

Reference 8

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T23:05:03.854424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5a5974bd-c0f0-4c9e-a511-82ac84da112e · outbound

This paper cites S., Schwartz, H.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection S., Schwartz, H

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.849208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecb1eec3-9b31-4321-b244-aab19e65d857 · outbound

This paper cites DOI: 10.13026/61xq-mj56 (2021).

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection DOI: 10.13026/61xq-mj56 (2021)

Reference 10

Resolution: verified exact; doi, observed 2026-08-10T23:05:03.112213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 550ad2fb-e260-4225-b8df-01aed6970879 · outbound

This paper cites & Chang, K.-W.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Chang, K.-W

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.855700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dedac043-8459-4eac-8501-72fab078a209 · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:05:04.068966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bf95166b-d667-47e8-86fc-0ba9c21184af · outbound

This paper cites & Haas, C.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Haas, C

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 39ed763b-9768-41bf-b3cc-cf572ec74dc7 · outbound

This paper cites & Kalai, A.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Kalai, A

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:05:04.056724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d68c8ee6-7031-4427-ade1-02b622430129 · outbound

This paper cites K., Delobelle, P ., Berendt, B.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection K., Delobelle, P ., Berendt, B

Reference 17

Resolution: verified exact; doi, observed 2026-08-10T23:05:03.096239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 848af18a-6671-421a-8916-9866373eead3 · outbound

This paper cites J., Bashir, S.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection J., Bashir, S

Reference 18

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Source-reported events for the cited work

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Observation 3d531823-3b1c-49b0-9c93-552d8e78a515 · outbound

This paper cites & Sugiyama, M.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Sugiyama, M

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:05:04.044424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9eaf9dcd-31a1-4ed5-9568-e361b58bd16e · outbound

This paper cites & Zettlemoyer, L.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Zettlemoyer, L

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.880497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c05bfb1-7775-4518-a93d-106bbde0f33a · outbound

This paper cites & Lusa, L.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Lusa, L

Reference 21

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1a71df92-65ff-4242-aaac-87dcacf9831a · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.887625Z

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Unavailable: canonical work link unavailable.

Observation 941274f0-e1cb-4f58-ab5e-f76fb8f8961e · outbound

This paper cites P .et al.Towards debiasing sentence representations.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection P .et al.Towards debiasing sentence representations

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.890870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d2dc761-f07d-4e44-b263-90411316a201 · outbound

This paper cites & Chi, E.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Chi, E

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:05:04.018254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 75397a81-44a8-4ff7-b3ff-c3ebabf0ece3 · outbound

This paper cites & Cohn, T.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Cohn, T

Reference 25

Resolution: verified exact; doi, observed 2026-08-10T23:05:03.072908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5a00ab0c-8767-4e24-bc70-f1a4ead99388 · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:05:04.006457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b7080cba-0ed1-4559-a45f-1df114f41b24 · outbound

This paper cites Medicine 2024 30:430, 1174–1190, DOI: 10.1038/s41591-024-02885-z (2024).

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Medicine 2024 30:430, 1174–1190, DOI: 10.1038/s41591-024-02885-z (2024)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.904447Z

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Observation 2dd29b97-1428-48ef-9d1b-bf9a810a2048 · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-10T23:05:03.056057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c64ab263-0616-4217-9267-5c620b0541d1 · outbound

This paper cites K.et al.Antidepressant prescribing by pediatricians: A mixed-methods analysis.Curr.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection K.et al.Antidepressant prescribing by pediatricians: A mixed-methods analysis.Curr

Reference 31

Resolution: verified exact; doi, observed 2026-08-10T23:05:03.044983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9464bd4b-7f80-4db1-9356-a484b78fb96a · outbound

This paper cites R., Lu, L., Peris, T.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection R., Lu, L., Peris, T

Reference 32

Resolution: malformed identifier; doi_truncated, observed 2026-08-10T23:05:03.033569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bf567e40-9cdc-4e7b-bd68-c0a8407a6992 · outbound

This paper cites O’Reilly Media, Inc.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection O’Reilly Media, Inc

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:05:03.996036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bfb83dda-d569-49a6-a2c7-ade0c2be8d14 · outbound

This paper cites Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences

Reference 35

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Observation 458237b2-e6e1-4692-a4cb-4763e8723cfb · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.924234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f50852ef-d876-47be-b811-f543edff36f4 · outbound

This paper cites & Hutter, F.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Hutter, F

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:05:03.985065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bfe9ca0e-3a0f-47b6-8e2d-41e0a44e6b4d · outbound

This paper cites why should i trust you?.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection why should i trust you?

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.930086Z

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Unavailable: canonical work link unavailable.

Observation 2c79fe20-0467-4bc0-8972-9c8b700eb35e · outbound

This paper cites & Mohammad, S.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Mohammad, S

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.933409Z

Source-reported events for the cited work

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Observation 907a9661-9d0e-4866-91a2-23c36ed866cc · outbound

This paper cites & Manning, C.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Manning, C

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:05:03.973096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5134599f-1be6-4144-8147-c766ef61c05e · outbound

This paper cites & V enkatasubramanian, S.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & V enkatasubramanian, S

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:05:03.962142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 622ba01a-d40c-4d16-b1a0-61929d98a6ab · outbound

This paper cites Fair prediction with disparate impact: A study of bias in recidivism prediction instruments.Big data5, 153–163, DOI: 10.1089/BIG.2016.0047 (2017).

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Fair prediction with disparate impact: A study of bias in recidivism prediction instruments.Big data5, 153–163, DOI: 10.1089/BIG.2016.0047 (2017)

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.944760Z

Source-reported events for the cited work

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Observation 6cad2bee-5646-4bdb-8f4e-af01193a003b · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.948430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0b44abd-790e-407f-935c-43e31e5fcb86 · outbound

This paper cites an unresolved cited work.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:05:03.948996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b0f8648e-0d5f-4c72-a2c3-ac0d01e45a13 · outbound

This paper cites & Mullainathan, S.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Mullainathan, S

Reference 45

Resolution: verified exact; doi, observed 2026-08-10T23:05:03.004488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f31fef09-f123-4f3f-9fdf-118ec2e95147 · outbound

This paper cites Medicine 2024 7:1 7, 1–14, DOI: 10.1038/s41746-023-00970-0 (2024).

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection Medicine 2024 7:1 7, 1–14, DOI: 10.1038/s41746-023-00970-0 (2024)

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.959659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86058085-9e2c-47cc-8bad-0524d22e0343 · outbound

This paper cites & Schaar, M.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Schaar, M

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.963238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03324f0e-ea46-4d1a-bb8b-b1bfbf57899e · outbound

This paper cites & Ash, E.

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection & Ash, E

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T23:05:02.966566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ed51e094-84a2-448e-903b-69cce98e0a90 · inbound

Mental Health Disorder Detection Beyond Social Media: A Systematic Review of Available Datasets cites this paper.

Mental Health Disorder Detection Beyond Social Media: A Systematic Review of Available Datasets A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T01:45:45.948094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.