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Paper Citation Record · LEDGER

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems

As of 8 August 2026, this Paper Citation Record lists 100 of 175 outbound references and 2 inbound Pith citation observations for arXiv:2508.09809.

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

pith.paper-citation-record.v1
2508.09809 v2

Coverage vector

measured 100 of 175 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:51:36.223475Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T07:01:20.272455Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:16:44.962416Z

Reference resolution

100 of 175 outbound references displayed

  • verified exact31
  • verified fuzzy0
  • unresolved64
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41920f97-ac62-492a-828e-bc9bec019553 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.176708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.176708Z digest=sha256:cb0fdf3d50a22a0ecd79a33e8e4cc81224a239582732d6f11d2f7328c14cba3d

Observation 74587a00-297f-441d-ab00-b91e80b09cb7 · outbound

This paper cites Health insurance portability and accountability act of 1996.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Health insurance portability and accountability act of 1996

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.182769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.182769Z digest=sha256:d1f07aa53f7f41dda417eb1c0fd6cad52bbad1a399c0a329780eddbbe5eb0103

Observation 08bd9ac3-4840-4997-a0a8-96b95aa0cd61 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.191111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.191111Z digest=sha256:1d2a138d40a7abf1359b055efcf7d6e1b60c13296c30f8be2c82188be9d1a4cc

Observation 4c3cc23d-bc37-4d17-a4ac-dcc1e4d1d99f · outbound

This paper cites & Coppersmith, G.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Coppersmith, G

Reference 4

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.799852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.196628Z digest=sha256:172ba8b835e86ec0b4df8decf4d0c34b2d1f10f4ca0b8eccd6e260c77f22d8bc

Observation be0959cf-cba9-408a-839f-1b3da19110ba · outbound

This paper cites & Han, J.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Han, J

Reference 5

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.783991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.202615Z digest=sha256:a75bb5a03451f92bea0036c9c633f412058f614a95c025c5763dba8fee76157f

Observation 15609b57-3640-4ad0-8a60-8e8e77f42ce6 · outbound

This paper cites C., Yaden, D.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems C., Yaden, D

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.207284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.207284Z digest=sha256:a38d5f28fe8f1404bf5bbe5424585b348199f98e001697ef6bde1727ef80b33b

Observation cdae4fb9-eb85-423c-90c8-1d8bef22cf40 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.218384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.218384Z digest=sha256:2ff5bef249a36f00be92cbce0e77491006798c2591a53861fa08e3ab767745bd

Observation 87eeb69c-fee1-429b-8f9f-e91d4e2b516f · outbound

This paper cites A., Hubig, N.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems A., Hubig, N

Reference 10

Resolution
malformed identifier
doi_truncated, observed 2026-08-05T20:51:40.743865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.228071Z digest=sha256:6fcce8ca024e0d7caa9f71b4397c0f1790a022b2f0b00995bc7ea18e67ad36ca

Observation 69a9dbc1-67bc-4745-be28-1303ecb2663a · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.232499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.232499Z digest=sha256:aa0f0ae68be78de56ff43d989f6b58ecf4b7a2bbaf78919a2dafaa90f048b38a

Observation 9f6d6f9d-5f41-456f-90f0-b5b943ab1fe9 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.236832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.236832Z digest=sha256:d880df3683590c826ed2fa54834d6b0f2300c29a5772ed4a129489ac00836508

Observation fbaa73f6-4248-4e66-acb4-626514173f08 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.241008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.241008Z digest=sha256:c0c7bee16563d569c686633df1d5d61938cbef639385d35233490454bb9ef788

Observation 251c7bfa-950a-46d2-a5a2-8081f5127bb1 · outbound

This paper cites B., Hutchinson, D.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems B., Hutchinson, D

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.245196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.245196Z digest=sha256:0df6e27c2f669ff7f43cc21421e9e6e2dbd11f8da2e37a7baaa1ec96524f1b4e

Observation b7db5ee6-10d9-427e-a899-808084309d77 · outbound

This paper cites & Wang, F.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Wang, F

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.249530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.249530Z digest=sha256:a481efde1fd22751abebe0ca9c19570c3e8f232a92f52526896b34995713d676

Observation b8ef23e2-2068-4c5e-8477-4bec5622ec65 · outbound

This paper cites K., Kim, S.-H., Jhon, M., Yang, H.-J.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems K., Kim, S.-H., Jhon, M., Yang, H.-J

Reference 16

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.758591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.253873Z digest=sha256:4dfbf6f4546c557e0926058321f11ff30eedc8f057d5cf205a7083f811df4a83

Observation ae88ffc4-568a-4acd-81b8-48d274a6661e · outbound

This paper cites A., Hubig, N.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems A., Hubig, N

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.258523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.258523Z digest=sha256:61c49bba044cd002e44129fcab90e3b76d42aae7a944bca426132bb95ab3df62

Observation 5692f928-0332-4bdb-8885-47a76689bb9b · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.263173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.263173Z digest=sha256:2d43f7e0369d070a24c8fb6bdec069570442f29064e9b31f64ceded0a12d00d8

Observation 890f5167-1d59-4a6b-9201-df2a7dc17bc6 · outbound

This paper cites D., Zech, J.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems D., Zech, J

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.267288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.267288Z digest=sha256:3cd1c13965d5c00ac80c0b44798559f387efc1edd772ce560df94fa656490748

Observation 22468aec-f106-4c50-8547-4a5122c15e44 · outbound

This paper cites Mental health analysis in social media posts: a survey.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Mental health analysis in social media posts: a survey

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.272861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.272861Z digest=sha256:80a040bbbea77002fb66b5ad0cb8044ef269eec3e7eae6f2aab764d73e0e02d8

Observation e1074ed2-15c9-4492-9adb-490ec0b7b91a · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.282428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.282428Z digest=sha256:4bd19298f04c217cd535b5cc5971db551d7d541016c685176f1e8300767ac6db

Observation 5289726a-5bd2-48b9-b49b-14200f2c8dea · outbound

This paper cites & Doherty, G.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Doherty, G

Reference 22

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.729205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.298851Z digest=sha256:b176927d7366be0658b0a094966634f1f8656dfd09eb09616bd8d0eb23c022c3

Observation 403c0209-d43b-4252-b100-3e7925667332 · outbound

This paper cites H., Nazih, W., Alharbi, M.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems H., Nazih, W., Alharbi, M

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.319215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.319215Z digest=sha256:04cc9fddebe7bc9fe1908dc8f7b18669b2950b74f2a6c252b40e3896795362d5

Observation 03be1847-b40f-4487-88b4-703fc121bac9 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.344242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.344242Z digest=sha256:a86f18faf08c638b03faa77e140065e004fd55944b85746497b2541f67cc9fff

Observation f89ee596-d155-4fb1-8d0d-be45c750f0f2 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.369749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.369749Z digest=sha256:607b55f112c96397edab43600f888f8bd9706526a183373f21cc378def46d92f

Observation ae56d371-a423-454d-9a5a-46377a0fd415 · outbound

This paper cites Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:51:40.714376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.379402Z digest=sha256:bf574e6ce7983242b766fe380e0ea3e1a93e2ac3dc1a22d48a2515369cfe6723

Observation f9b65b2e-96aa-4b8a-9e03-8f51dac4f631 · outbound

This paper cites & Coppersmith, G.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Coppersmith, G

Reference 27

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.691570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.397411Z digest=sha256:e9ac01aa857d5cc7a2bc0e1c02445ab35dc734d9e05130690b8919715a6e4fe5

Observation 06fe9f7c-716a-41d2-85eb-0b5a7b64fe2c · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.422345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.422345Z digest=sha256:8947323e8bc8555a3f71e196a550c3d6f20db9f88ad4422b8be720dd66d9b84c

Observation 31e32d3a-ec14-4f4b-a4a9-53f9d09ede4b · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 29

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.677165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.447409Z digest=sha256:36a6439d2a4a26b16c1ab7aa787cfa2bb1a2d79cd48dade54275836418f151fd

Observation 24b2b27b-7685-4143-abaf-f29ca9ac2b99 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 30

Resolution
malformed identifier
no resolver link, observed 2026-08-05T20:51:30.470084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.470084Z digest=sha256:5678ae02545d0700fc84be50343aa7dd84182eeaae6225464e9330c84d249683

Observation a4dbb8bb-b8bc-437d-8dad-6df122ae1fd7 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.491097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.491097Z digest=sha256:5a7ff64f4f7bafe5002c20fb82fc2d8182ce09239556ca142f5314af528e23ec

Observation f635e803-0274-4fca-b676-7a0a3194dd6f · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.499456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.499456Z digest=sha256:d71398a5e51683a46b15c4b9f7b086ff69cfb24652c0a6b7c0a6446d523bce3d

Observation 6fbece5e-3e81-4c5d-a61d-315ceaeacf1a · outbound

This paper cites A., Pérez, D.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems A., Pérez, D

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.525593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.525593Z digest=sha256:ca7339a52fff84e40bd61b44ec5d5e11a0b90f3f012df78faf8266008259e34e

Observation f2cb394e-70df-4635-9bc9-735a40859923 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.552867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.552867Z digest=sha256:e70e06404b0ecc25e3c33fbb81b161efc8d979f160dffd4aeb534c591d95a5ef

Observation cdec1602-ec22-4277-a663-c5812ecc908b · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 35

Resolution
malformed identifier
no resolver link, observed 2026-08-05T20:51:30.653976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.653976Z digest=sha256:9bc0ecb81babf489bf4a98794e93710f55087a81416bf36122b1dda6aa9af9dc

Observation 92fd55bd-6dc7-4d1f-a29e-96d1539ba34c · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.662283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.706089Z digest=sha256:a11356677c027b4f8aaf08b8a112f1f630892a49935c0f63ba0e1d67bfe4bdeb

Observation b9f6172f-af01-4cac-8575-701bc6382b27 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.756478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.756478Z digest=sha256:ba5f9ed33d8335225a773824973925a4d9a9ed230d7f7b36ef7fdd8fb072b52c

Observation afc9a8ca-a4f0-4b10-bf42-7557fb7610ef · outbound

This paper cites & Ren, Z.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Ren, Z

Reference 38

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.646926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.824936Z digest=sha256:16a0c5a1809cbb387fd49dbe5c4e0f9c30cc1f41c80a90262fd7babff3a855a6

Observation 71cf34b0-f03b-4144-9962-d0157b179caa · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 39

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.631436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:30.892996Z digest=sha256:d59b5fbb31e6685f19664e7d76ba55972f27760320d15b6b789a3225221cc93d

Observation 4cf13f61-10af-4887-9b72-f0a0563f58d7 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:30.929124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:30.929124Z digest=sha256:29d16eec2a80bcca1127462fb01de7cc895e239f300b539ee753faba900f1b2c

Observation 9ad7bcf1-4910-423e-a284-374609591f86 · outbound

This paper cites L., van der Sluis, F.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems L., van der Sluis, F

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:31.009306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:31.009306Z digest=sha256:7e9a351080c8ededd15460e2174b2d50181b50fea4fc5351ec19b7462a355e01

Observation a7b8ac7e-36c2-4c75-9700-19d7e47e54ef · outbound

This paper cites W., Glenn, J.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems W., Glenn, J

Reference 42

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.617157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:31.075960Z digest=sha256:af588def1fa6536c6d04673b2970f5e958128d9964d6b148b3e6dfb82fdad521

Observation 97a612cd-77a1-4835-adee-e6afd3c7be41 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 43

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no resolver link, observed 2026-08-05T20:51:31.117237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:31.117237Z digest=sha256:494a69c622995d9443c299ab39c0e41ff1919353e1cb56bc8bd8dbc1cd506210

Observation f944af4b-4689-4cf3-a344-7b3b464b51f5 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:31.170358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:31.170358Z digest=sha256:ce49e02522290d20680d25f0fcd2822536bffb7444b5b36aecb06e8aeeb73d8d

Observation 83fe2ceb-75ab-4fe6-91fc-ebb62191eb06 · outbound

This paper cites K., Lim, M.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems K., Lim, M

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:31.249390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:31.249390Z digest=sha256:a8e16e263fe660008bd15e24a9c3aca324cc4ddee381c5773b61dab9cbfa426d

Observation 994180a2-e7ef-4e14-83f0-e8da36b3c327 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:31.290146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:31.290146Z digest=sha256:28585305fc92c0faf6c0d1cf1cecd7f68266431f4673c8ef523dfd1f2437e2ae

Observation c4362e09-afcd-4a1e-80d7-d72ecb2ac7ef · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:31.394649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:31.394649Z digest=sha256:1acc99e0d6da0498a815d13db4d9720ba9334c5d275a4538f436ec6a1802417e

Observation 7bfc6c4a-1e74-4b2e-a8ac-d203d2e677d8 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:31.449600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:31.449600Z digest=sha256:9dd75968434d409f3443d560c5131fc29d2d9feea0d27a29ce967c14452688ab

Observation 0065ef48-7c56-4d3b-95c1-2a080617f58e · outbound

This paper cites & Lin, L.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Lin, L

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:31.555927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:31.555927Z digest=sha256:1acf03e297c8d29c2b4faf77c6ba9e02c3838b2b174b27c635a5a6df2fb13228

Observation 9607dddd-80e9-4298-95dc-625fc5f60d05 · outbound

This paper cites & Vinciarelli, A.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Vinciarelli, A

Reference 50

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.602670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:31.617614Z digest=sha256:61a6c62eef4ec639bc9ee511f1f79dbc7b74ad010c6d8d1b1a25da5c14e99fdd

Observation 0a51bc7c-f05b-4f53-a1c3-bfa3b86633aa · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 51

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.588429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:31.702215Z digest=sha256:b6b49afd54b48f81459ccaf7d468121f2685b183e598695132d6a236ecf8d71e

Observation bf9fe4bc-d2b0-465d-a441-93ea3d3b6100 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:31.787643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:31.787643Z digest=sha256:ed2e663f26dd4846b69f0adc80b33d6e70a3dca4c0000ae67934ad80fb72d6a8

Observation ee91552a-aaf0-49b6-a9f0-326ad16695ba · outbound

This paper cites & Sarzynska-Wawer, J.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Sarzynska-Wawer, J

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:31.858565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:31.858565Z digest=sha256:618a50bc8abd9ffe2bfc802a4f6638816b79be3e83f7d464e9277c1f3c2da249

Observation 49c00f7d-7add-4dd2-94f4-b6af2928fdf8 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 54

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.573489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:31.958561Z digest=sha256:6413516f5a6e64bc0a7c78346cb3d5902b6987aa7a2afae8b687eaaec8ee83f2

Observation b8b3a095-b170-46ac-ba85-13ada5f0d284 · outbound

This paper cites & Alonso-Sánchez, M.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Alonso-Sánchez, M

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:32.010365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:32.010365Z digest=sha256:45f77bd404e8411d55abcfb66cac464cf1983f727574e96765f5feeb4cc4aed7

Observation e09f5441-1d5a-4617-9029-bab14dc0bde2 · outbound

This paper cites & Jurafsky, D.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Jurafsky, D

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:32.084429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:32.084429Z digest=sha256:71dab98f176977bb8c14a232c5b83df8b57fae2c7b8962e0aafa3e1922ab296d

Observation 0e0b60e1-89e8-47b3-a03d-c5471de17e05 · outbound

This paper cites W., Rosenstein, M.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems W., Rosenstein, M

Reference 57

Resolution
malformed identifier
doi_truncated, observed 2026-08-05T20:51:40.548553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:32.202535Z digest=sha256:c359e345c90acf4fc4a52d5fe9068aa6d1c76552f41529aedb1d3e8862f7ebd4

Observation a790ed50-2c04-43a4-8f53-5778ca842875 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:32.315315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:32.315315Z digest=sha256:0e563ad37b4d91099c5e86aaf786a3791e82a71e29513b82275c636cd94221b9

Observation 563ab2ab-1251-4650-b5eb-15968460c00c · outbound

This paper cites W., Weinberger, D.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems W., Weinberger, D

Reference 59

Resolution
malformed identifier
doi_truncated, observed 2026-08-05T20:51:40.533836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:32.392143Z digest=sha256:db2e6bbfe0c68ba70412e94701f21fe5bc9e3172a5913fa212150c1aa9cf9f22

Observation 7b27f84a-d645-4d33-9fa2-655488101176 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 60

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.518532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:32.445173Z digest=sha256:4a7b00317ea166e453372dbb2de3fea0a33982bc09339720ba799c87679406e7

Observation 9efab2a4-3d5c-437e-a8d3-0b0ec5b7ebd3 · outbound

This paper cites & Sommer, I.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Sommer, I

Reference 61

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.501836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:32.516473Z digest=sha256:e50ec3be22e2cbdaba9078dca69aa3a4188d0443ae2b8d63616d65417678a977

Observation 6e080d9d-033c-46d8-bb85-759c60329601 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:32.576271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:32.576271Z digest=sha256:32d1f3a074813276bc1acfc5d0e4c3bb12511991efbb46a2d5f2612d5b67174e

Observation 8abd93f9-45c5-46fb-b481-6e6a0723385f · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:32.628672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:32.628672Z digest=sha256:d241929db403b94bc2812a14a310fbfec689979af969e80d5aa96434374e0682

Observation 39ae73a4-936c-414a-b87f-0b17e979de10 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 64

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.475811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:32.734889Z digest=sha256:2f53e934d98e8cb4936769b2cf54a91a9566cd2cec2a4b580411b547acc08b07

Observation 36916f90-b576-4e77-8c90-88f3d91c8eb0 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:32.785453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:32.785453Z digest=sha256:783ad4e7b70c6d2a771ca7a7f911b9473c1fdd35ea92d95adef12b8c69af428a

Observation a619bb1a-d5b6-4737-a8e6-1e84400d459c · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 66

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.448900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:32.879481Z digest=sha256:338bd8eab5f8dc88ebd6f95301d66c5ed19ad7486e7c2ab4de82e62a9c2ab3d5

Observation 0baf2afa-30c8-437b-a40e-fa1c5aeb6020 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 67

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.433172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:32.943653Z digest=sha256:0669b0d309d827013b299891eddc5ea4f9d4c4504dd0a38ed442227bac3d51e0

Observation e234ec7e-d017-434a-8715-449163262128 · outbound

This paper cites DEPAC: a Corpus for Depression and Anxiety Detection from Speech.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems DEPAC: a Corpus for Depression and Anxiety Detection from Speech

Reference 68

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:51:40.417744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:32.980745Z digest=sha256:781c1d96ecf23814c9fd8961ef0cecb40f2f6d2db3e262a77e8a1bbaf1b67e8a

Observation 67595efe-e016-4550-96ff-07dc60518810 · outbound

This paper cites & Yellowlees, P.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Yellowlees, P

Reference 69

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.397329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:33.086362Z digest=sha256:e454d655a70c4ff1824fcf2a4195143fae126c36f97a2b46b3966f6b5ac0de88

Observation 8a9a625f-c9ac-4698-8227-eb4ff0b6284d · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:33.136664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:33.136664Z digest=sha256:35d4681096eede38d5d6799343a91e55bc88a11ecac420831a52bffbee55832f

Observation 736ab6a7-b381-4203-863f-0ef828c293bd · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:33.231674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:33.231674Z digest=sha256:1311d77acf01c93abe9671f4713514eca020e5985b975cf502187495702507d4

Observation 8607bbfe-d399-4d46-8b4e-dd80b2c5c972 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:33.296923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:33.296923Z digest=sha256:9300ae1ae4ab60306de1d9f19b254fd4e1230b92e2925b2333f5485dfa1c9ee0

Observation 209b18be-03d0-485e-ad01-ef76de7b0447 · outbound

This paper cites & Cohn, J.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Cohn, J

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:33.349694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:33.349694Z digest=sha256:3c1f4c546241ef0d5e4fed0446584164e9721f255ede890a825fc0b9a5c5f5c8

Observation 33acb5e8-5991-40f0-9e83-deae94e9587b · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:33.456713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:33.456713Z digest=sha256:71cc85777d1140d9b259f850337f19b1c47c9ddfd1b2d4b98e8c538c37c5c6f5

Observation 53642933-6f96-483b-8bc3-82b6d83e7615 · outbound

This paper cites & Mahmoud, M.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Mahmoud, M

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:33.525173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:33.525173Z digest=sha256:dab9ec47a62be35bd360ed9c9ce5dc6219cb38f7b60fc2d735875a4e3e6569e5

Observation 973bf43d-3b59-4bd7-8b76-f13999c3e17e · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:33.625461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:33.625461Z digest=sha256:bf60b4772e3cd0c476f060335aced0513b55e588226d45c90bdc2cafbe3af7f2

Observation 0456bf3c-3455-433a-baea-e48a98c825a3 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:33.677972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:33.677972Z digest=sha256:55178caf22ce5bd8dfc73d5a5149e7d8c798df184176858486f96eeabd45fc24

Observation e330d530-49c0-417f-95c5-9ce6a6a7bb3b · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:33.783643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:33.783643Z digest=sha256:3d99780538179c15272cd46bfee96e069b8119d7f056b0d1be3d6c689b816509

Observation 9d96e206-63a2-4ad6-ac85-da26a1f6a4b9 · outbound

This paper cites & Morency, L.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Morency, L

Reference 79

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.382885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:33.858042Z digest=sha256:bf4b73e9b0b3bbcd060c8030ae35de59f415f7c99de5daa5d49e3c25ad867432

Observation 2635600e-70f0-4951-b6c3-39ac57103379 · outbound

This paper cites Y ., Bonanno, G.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Y ., Bonanno, G

Reference 80

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.366952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:33.995871Z digest=sha256:7a783274be88c15d04f739957b67663a2ec85f89e301d781ebf3a53c651f5325

Observation 827b34e9-77a5-429b-a5b9-164a7339908f · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:34.111516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:34.111516Z digest=sha256:a66e7205cb26a8351f31a712e5931a6ac625335cb2cfa5ff194e82a366ccbc63

Observation 19d3f799-d056-4e2c-9579-c9b133c5507e · outbound

This paper cites & Salah, A.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Salah, A

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:34.217143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:34.217143Z digest=sha256:5b2f71d827478d6fee9e37c99e57b1d1d8a6d2096cb6851b43331075c595707c

Observation 1e7d843f-c8e1-45ab-8b19-812027175f63 · outbound

This paper cites Multimodal assessment of schizophrenia symptom severity from linguistic, acoustic and visual cues.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Multimodal assessment of schizophrenia symptom severity from linguistic, acoustic and visual cues

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:34.368309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:34.368309Z digest=sha256:af230aae0477b4a23dd894ea94eab820be6a095996d7aaa06cacd42cfe941e7d

Observation 405c6795-9885-4157-ac59-df19584ab2d0 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 84

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.351672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:34.528481Z digest=sha256:4bb4a110d144261037da651abea46bab15033ae58be95fbe13f7ef06ccced42b

Observation 99a43ee6-543f-42cd-9af0-8826e79dffab · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:34.664218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:34.664218Z digest=sha256:595bbf66b3c8fc6deb3cc65bf5f8f0855c50e8392237281fa11bd1b27ffa520e

Observation 5ac0c828-338f-4a26-8fd1-5909b44d483f · outbound

This paper cites Classifying Anxiety and Depression through LLMs Virtual Interactions: A Case Study with ChatGPT.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Classifying Anxiety and Depression through LLMs Virtual Interactions: A Case Study with ChatGPT

Reference 86

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no resolver link, observed 2026-08-05T20:51:34.768830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:34.768830Z digest=sha256:a4f13330b49436cf90306e6cc3207a44704a04e8970351ecaaf97457f5cbd35c

Observation eccae4bf-776b-46e9-8d59-cddb24df7df4 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:34.871573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:34.871573Z digest=sha256:b3b6367e8590bbf66b58cbc87f93241d4c2836236ef651bd949ee2a1e8ce25b1

Observation 50a972e0-df59-445a-a819-f9eff6d47735 · outbound

This paper cites Exploring individual differences of public speaking anxiety in real-life and virtual presentations, DOI: 10.1109/TAFFC.2020.3048299 (2022).

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Exploring individual differences of public speaking anxiety in real-life and virtual presentations, DOI: 10.1109/TAFFC.2020.3048299 (2022)

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:34.918786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:34.918786Z digest=sha256:9c1667ab93b475fea2f1a5b240b311a96af5d6d62ba4ff32deaec2968b5701de

Observation 743cdd3d-0331-4ef0-8d6a-5f9257f72e84 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:35.030459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:35.030459Z digest=sha256:daef2121bceb42f3dcf153c2759ffade9ee5f19dd60b152430bcf6063c6c0dd5

Observation 4c7405eb-fc54-4e59-aa06-da475e2c7585 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:35.080403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:35.080403Z digest=sha256:e10cadbc76b2c369f16c2226a4533e388bdd76e68930ac4f14bc875c3dfabb78

Observation 75b61b9a-3d64-45f7-bd3a-5ee074c43c7e · outbound

This paper cites & Jernajczyk, W.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems & Jernajczyk, W

Reference 91

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.337066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:35.214702Z digest=sha256:054133e6d80e99f659aede7cd6cdecd9183b323556b54ad79c1ce68466fa9197

Observation 690c764c-fc14-463a-8f70-5c6539fd3a24 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:35.294361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:35.294361Z digest=sha256:194d0f6596c0090f4b6a46b4f0f4d2039dbc513943f43216b96493e9deabda69

Observation 719d0c09-b398-40af-85e4-d6a3538915da · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 93

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.313340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:35.394010Z digest=sha256:fb38d79c564a17181ff17aa01b790ce21a0441e4f4fb1aa0f6ea3bac4f7e4dbc

Observation e944cbee-bb4a-43ad-aeb0-637001c122d2 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:35.474054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:35.474054Z digest=sha256:c916683fb4963fe2934af9a0d17ebda7196e76430c262059a18027a68830f826

Observation 64e2aec7-37a5-4c1f-8a2f-1747e3bedf44 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 95

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.299454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:35.569939Z digest=sha256:475b5900942c5e542281edf20bb3c2c676802a1562676ede5b5246a1e0ea77c4

Observation 10e6d110-6621-4f3e-9022-e7598d849d9b · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 96

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unresolved
no resolver link, observed 2026-08-05T20:51:35.681544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:35.681544Z digest=sha256:dffbade60f08590faf4094985b9ef1807eebde6d49ea43d97adfcbe83db05158

Observation f9c7ac27-db80-410d-818e-fe766c93b501 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 97

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.285666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:35.769949Z digest=sha256:265b6d1f37a02e2ebad6d369e8b4ac331478de1216f3868999711682b5f34c14

Observation 04af402e-baf9-4022-abbf-1a3b5c78db2f · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 98

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.269812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:35.820505Z digest=sha256:39ddd0e7f181b884465f1454d46db6af74cbef4ee07861292626e390dee1151a

Observation 6c72a359-40c5-460b-8e1e-b9d389be2d28 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:35.927435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:35.927435Z digest=sha256:39fdc4764de5dd1f019f6dc24d0af918704820c99351486f019409310335cb05

Observation fe8fb625-8ab5-42dc-8d2a-b4b28dbe6133 · outbound

This paper cites an unresolved cited work.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Unresolved cited work

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-05T20:51:36.035913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:51:36.035913Z digest=sha256:94598e25f0977d2eea9486f2603b8d9a04bdd19aba14068712b1143ac789b79e

Observation 60dda17e-8ea0-4575-96c4-850009540560 · outbound

This paper cites A., Azhar Ali, S.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems A., Azhar Ali, S

Reference 101

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.254956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:36.145032Z digest=sha256:629b6cfc47531df1de74ec57df4b5180cb58c9d2e165b1c3dcce21a3c41b759c

Observation 6f85bd18-5f72-428e-8291-b633cd24fd38 · outbound

This paper cites F., Bismark, A.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems F., Bismark, A

Reference 102

Resolution
verified exact
doi, observed 2026-08-05T20:51:40.238761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T20:51:36.223475Z digest=sha256:8b0bf3d189537bb82af57085b5796fd85d2d0619a25c9f90dc9f9145602e175e

Pith citing papers

Observation 3bf12578-5d08-47f1-8239-4777d7e9dbd5 · inbound

Graph2Counsel: Clinically Grounded Synthetic Counseling Dialogue Generation from Client Psychological Graphs cites this paper.

Graph2Counsel: Clinically Grounded Synthetic Counseling Dialogue Generation from Client Psychological Graphs A Comprehensive Review of Datasets for Clinical Mental Health AI Systems

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:24:46.719929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T00:24:31.460944Z digest=sha256:f41ac08946dbd4213673f7a8161d61ee25dcf7fd4a0eefa466fa4f91a827279c

Observation cac2cfde-596c-402f-896e-31f8f1e9cca5 · inbound

When Clients Stop Following: A Cognitive Conceptualization Diagram-driven Framework for Strategic Counseling cites this paper.

When Clients Stop Following: A Cognitive Conceptualization Diagram-driven Framework for Strategic Counseling A Comprehensive Review of Datasets for Clinical Mental Health AI Systems

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-07-02T07:16:44.964326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T07:01:20.272455Z digest=sha256:d3fa0806cf1dbee92063402642b9d14bc6148d86d0ebed4d6ade4d84a9764b35