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Paper Citation Record · LEDGER

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems

As of 10 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.196628Z digest=sha256:c64a59e7c1b20c6692122c62ca675df28e2d8f66f331ed2e31196da128b318c2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.202615Z digest=sha256:53859095f24cea4dde1f88d699d59c8961baa23d7a6dd25ab92d3b2477032229

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.228071Z digest=sha256:c605de0ec14dfb75a672d60afeaabb611c76cbae4c381032337e9e3c217e60ea

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.253873Z digest=sha256:827a878b717dd32cd119498945af00f25d6fe12401a3b3f62133e56f5417b847

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.298851Z digest=sha256:587d614110e4b9dbac8327ae96204c066fe3d20d6c9c59b9e5c2d4627069467f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.379402Z digest=sha256:5c253cba843005a80da8e815a22da7a523ca9b15ffde0ceba56afee59f64933e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.397411Z digest=sha256:61f2249343e9bb675190e0e848aab43eed7029f9debfdea6b5778d25c1d5694c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.447409Z digest=sha256:63f81a664cc46d698df5d1ff1cba085f29c5b3afff0d073fcea9193125127ae9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.706089Z digest=sha256:abf8351c4db9bdb4af51f29d0d5028249ea708e7252cba7e70be4f07e2c59653

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.824936Z digest=sha256:21227d7af3669bca78dcfc3f7a6806627d922096273ce03df3f66887b2a53d66

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:30.892996Z digest=sha256:6684d1b33b91b60280be52a0826e286bd30763a2d50fa98365b47a62d5685e17

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:31.075960Z digest=sha256:3a3a79fe8e3eedc2c75ac05e9af57e1cfb8d3dcd3cd4d7f441738d3978d4f3ee

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

Resolution
unresolved
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:31.617614Z digest=sha256:dd6a9c967696e72cab3a330fa7b340f25377680b4c2d7dcfd291a1d4c4a226c3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:31.702215Z digest=sha256:6ea84f197d0f0a72dcd5c159d7b8f2d6173ce4fe842e58e859acb602490c5879

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:31.958561Z digest=sha256:8b82a282243f33163cd16af0c39823d459cd1475c0eb57d8ff9f7084eb40d448

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:32.202535Z digest=sha256:f7284a2dd0c3048c3cd55c7dc44e3e3149a2c30be7ddcc4b6e9b7c5ad9ce142d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:32.392143Z digest=sha256:9dbcd3d94859060aa350334eae62874e2559e0b059965b2d8e650b6ec5c669c6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:32.445173Z digest=sha256:35b7224fea218741cb7184d801c3142b3fe49435d38cfa1949799694a32f739a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:32.516473Z digest=sha256:64e016005b432cbd5281e0812f7b3edd1943f01c95c85e42fb3694ccebbc0a82

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:32.734889Z digest=sha256:77d9adc057c960e28d7fad6b46d45df4e375c3f6a5f3db5115fe786116b5b7b4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:32.879481Z digest=sha256:95e52ff5b9dcf50fef2195c9a960805e303b91add98badb341a23b47acd9b6b1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:32.943653Z digest=sha256:4ffafafe4a46a19050020ce4634332830b6e0b3b56983df33f0e35b7ea12d037

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:32.980745Z digest=sha256:c01e33d09ae97a8d903f94e304bd5f9452e08b6d474d12d018c3fae6a9682255

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:33.086362Z digest=sha256:3e27a1f1aef1c946046f71b2222f1a5679f42d7ff6e6837b851f0fb62aa0cc82

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:33.858042Z digest=sha256:f08ac2fa30139ba6bc177cf62eb61010a42456c04582826e5972ff3d36d565ff

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:33.995871Z digest=sha256:30415845baf1e18a8c00e458bb49aded57662f24276928e2de39e97dfb6d6f45

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:34.528481Z digest=sha256:7313fe8839660b77effb238f1f538d3d804a350561b4bd784dad80550d7df259

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

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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
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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
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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
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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:35.214702Z digest=sha256:b8830195068815137cc6ad9caf2373050c641f07de0550aeffed4d9c23d340fe

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

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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:35.394010Z digest=sha256:f344dafd2cb6ff6ef722b4703d3a40d02014b3b396896340884d1a5431f2058a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:35.569939Z digest=sha256:35f5da147f64660496e2dca90f8877b7c4940c1bbb5d76512aa694eee228247d

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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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:35.769949Z digest=sha256:513b2b48797879e0cac6d7365eedd6ffb876f49244d9f66110af55d6e97bd733

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:35.820505Z digest=sha256:b8ecd6029de27dbf0a5ca85420e71d2f517782a61d981d0010ed38e5950382c1

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

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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

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:36.145032Z digest=sha256:47edb48cd785962cf5748edc90d3a327085272dc152bca6089d7d8a8698443e4

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:51:36.223475Z digest=sha256:2eff098b1cea1e3508fe59cbbfefc4c6e828f047d2e5b50a80cad21a6a6510f2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T00:24:31.460944Z digest=sha256:b709bb709196725b670e11ee304bc6d03df317d8d14776d53ed81bf59095865d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T07:01:20.272455Z digest=sha256:126c32d6643e7c449aaa5b2c76e20536c2054de6d51464e2b79611943c4848d0