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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:cab1a656a8c215ba327a8e99e729c1af91dc0bc3237b1615ad8f2d3d003798e7

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:dd4dc9edc449a428dded7727baa6dfbc2d7ebcb437203f354eb394eb547de3f1

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:e1ca6c885e978b6b893d8dd470e1347cc5e090dee11cb7412ef15d3293d4832d

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:ddbf04d3c30a7458f2d6023eeb40a917cc2a9e7f09b7a4498c0c3a9ee811db1f

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=sha256:8b77dde2b98be257687d2b66cd2db3a95237b72bc4c17025d8d3791a1be6bdb3

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=sha256:752385f552cf9757b0d4a04ea37ffb81f9544287342ae1b98c0b4a0b46c77eae

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=sha256:4e1617fff12ad4b55f78f0793183aae1dd5ffe606a9361926bac0871eb7099a6

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:cd14fb3c8f14ff6ba9261da8896b2c36cf41a84e96285641869baf4108cdb302

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:af13585d9024e41bb6bf3126924b0f7334612c1530218084c5543e6a29bd9e8c

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=sha256:306196c27f8355b2952517d5a660ec39d65bb220ac33c89e64e93c51cfc7609e

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=sha256:81b4e7abae48c5c780924f4035fc037d2a37658430a1f96ae46e8ab232ea0afa

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:d3c4127e6dd78bb8c088e65a7f5f4d5f8bb2818a72c360a13055b9f1c2dfa52f

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=sha256:25a3f94adec4aa9ddf7637ddbc3d730347c888373d84444d4973a9847104ece6

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:da04db8423e20e73fafeb81593b3a128209c88e4a7555557fb6b60923a4043f2

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:e070a4381e447616102f0f3d3e5e855832d867d89517a8418ffa6f923e477ca3

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=sha256:55a17c2201af541d73a5a8ba1c190f3530a3680dd5f7d4e51b3d1b5f22a26964

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=sha256:8b830ad7fb17007f9ea73636b9a140a9f219a1bc96fc08fe37c0c86c9eefaaa5

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=sha256:550ea0c8f35d7857c44c45860af3a77707391f72ccaec9259f01cb258370e8cf

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:bcd23f7ea0c04c322886da96314042347cea51b06f99062ae6e2274d614dccbc

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=sha256:8f805ac3f23ca4e720fea257c26f5511e372f87664ad42254d001819e8a506b1

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=sha256:730dcce5db4ec94ccb5232f392935dc9e2d24021591ca3233439869965aca346

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:ad29a1b282a0bca693fbc73604f7b84c237720cd462886b4dae2854bf634175c

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=sha256:74affb2381b10ef157a68a9a391bf74399eed7bac0efb45c33d5b7c21ead4b5c

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=sha256:20c2c326234e741305a0d4c4f06efce95218e75925a0dfc753aaa991c5aff05c

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:b72ed9adccc3192cfe8bc5b2b8665237c0ec13bdc8b257c6b56079a07f3e9d51

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=sha256:05068ef2300ad0ec79d14b72dd188826b6a23a2e7f84460bf328e01c1cc85013

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=sha256:2d4675693fe672bc3b7ae5e79fd249b3d85ea9673acf3b339e417af4d9c1b9a3

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=sha256:2977184e88c32941a4f1b99c80f98f4d9ac65f61da1e3a8ddc0ba78e674e7a45

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:bf22a3795689d5529a3d3bda26a2955f1964b561d2a59045f64194639ce15531

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:c0a5df7a24d569bcded4d1ff48d23dae0bceaf352397f94d76b527779b43d95c

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:e4b7d5f00c2b2d87e8accf09331dd65f9aa121630b6344c060f6c89312dda55f

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=sha256:10cf17dda2a6f1cdb77b3e67c8baeeb6e82aabfeb34474bab1947c36ee44f98a

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=sha256:3801435c5a260bd8d14053c6892802f65e51247cdd43ecb2cc7307d7207487bf

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:c5734972e146e47861c0580daa5eb0f798ea04b34a964a195694eed1835fddeb

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=sha256:5720a49a5b4ebada373b4b04a6d43d518bd4111e669b4d7ef38efe90d8189907

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=sha256:5ef6c629030c144f858f7e9a5de057a248b2854f965aef9084791846ec2f374a

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=sha256:27851a6cd90f7041f7d340da3a7889e80850cd90894913f86e6ac29612e2f29c

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=sha256:01c3ae66bb13a3a8b345a6a5980400a3afe3981d0460416da389beaf873b81f4

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:dd59f90eb7ab4032225ef6dd542b2a30a416bb13f16550c3cb37cbeca89901c0

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=sha256:9b6a8f9917170a19403f766039976a760ed9cfb1e7365d384bf4228adb33485a

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=sha256:12bc56def2b0d35eed50897d505d40e67f50d4c380e4ba02438ad871d5a27610

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:fe1ea31c8cefd801f76d63164d755866742300d7c6303486869e557cd4827bca

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T20:51:31.249390Z digest=sha256:82e72d4badb1022b7aacce4faf2927d80ba526aac1620961ffde07283798f8f2

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

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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=sha256:0b70110993d2ae3d6357b5847cd466c6e170eb523005b02347fa274dc6952b15

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
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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=sha256:277a9b1d026a5e4578088a5164d97db55f36a90b6f5d0ae520949cd6ab2a2900

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

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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=sha256:7ad82e65ac0185640fd04bba2ff8c079decdb72da6fe44b9cda795c038e1f17c

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:e271708a8e3469b2a0fc1005fb2739266d444788aa4b79409dfc9cb19e0a8d1a

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=sha256:3847ac6deab1c0d0cf343764eb19ed68622b89a66b767aec5ba39116ee996f63

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=sha256:036d92213d8024d01752ab47709919fb0e6a5d3a57347130a57febf965f50f65

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=sha256:6e70a937adb16ac927fa7986444d6a31427a1b2fb2cbad6c9ba3f4db20ef504b

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=sha256:45928154e35c71e48cebdaaed1e0cd615f01a10637943e9930433d3ccb9ab192

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:f94cb6a1f7391f09834fdefb9e8900ac168cc3aece8f0eede0f8271f2cc2ce04

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:f5f4920bf529829aec4b13c8530419e24394ccb30b4e87fdc837bf64a6cebc7b

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

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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=sha256:832a677749bc4d72111affc1d79aa01a28a1641f7c458501e7446369ef4f5d58

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:fe307e59cbaa662758e3050ef5757024e8fb375a077b6c16881074af389fb2d9

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=sha256:907067e906811167a40ca4ea0a52b54898b0b76c521f9c18beb3eacec688bbb5

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=sha256:0567d692d560fb00f8fcc49ba746a5859d26af97156a7baf3543cf21622198b8

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=sha256:7c0d7e4b36c608af4ce16aad2a631a95b082487c530669136fdb9af8fe071001

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=sha256:7a4406cdb3d9c733813fecb3d7991d2c113445052b65b0061cbe6ea18cf896d5

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=sha256:2b2e955faab8245a4ae3cb2b0f7898de5ddc088cea80610253b17016256f00c3

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=sha256:7e5a05101a51a91be6c8649fdddd9a4b75787e8ed6cfd0e5707c22b3c3a0bc91

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:a2db8284724870bf6f2366b91c4dafb1e2f248743da01555dead0e99cbb81877

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:b5af740a3e2676f89001b15939cd4faa89449337508a1a904a48e588de027635

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=sha256:11c3e34984f4028ec9920b954530db15c1a12a166fa5bbe0d6d39454d6665410

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=sha256:4e64113065329055beea29e6051590ae355e2e64ef92e4b5b045813405e21211

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=sha256:58b773da5d752fffa69803c26efa6c02265ed1aa6c6dce3aae975e649d529bfb

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=sha256:6e39275ca699f19cb811113067fa844c0dee75de9f7b512f685f59cd5d533aea

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=sha256:82ba619682317a85d2d66f4ff8db31de1414cea8ea5e2066a5c000af6271d84a

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=sha256:6486194e8040e6fb4cddd5650cb1875a8238565dacbb873790a3e5dfa2e831bf

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:d63f38087662517f99f6f9d5e9dd1b5efd542b808e5ec38a3f022b6ee69ab7d9

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:b09e51cb72265c7bc6898aa14663ed8217b535244b1685955c88a5d394a18152

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=sha256:9898e6984d7fd5e7190df71ac09aebe7713d881e8abdfd24e6161697818860bf

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=sha256:4b9d2841af569215ac3edae150f66436ea7fc21f79f0f0fa46ff4e47a1381e01

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=sha256:28b39546e8a6ae9f4a070ea8c156de99c46f0f36debe1ed8f2478c2c0575b645

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=sha256:9f930376ba9425e3939a4087ea86f6f8c451180ebf1564b5195226dc16c30299

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:f559bf532162527a9b39532e8156f0bb6730b07a61e6bec24b98f8e69d04eb2b

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:aaa61ffd7fb2df8d6933a5d0d8c269741b47cdb1f04c418b65349df4f4a769f5

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=sha256:3db597bbbc45167b56e535e31e09898aa3455482876ff463822c0cb75c4f114a

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=sha256:01c0c12b5bad8ce7dd4e5307a23ce32db25df7976e4e95246d4097b38971e324

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=sha256:8b07bab32b3f56d96de407261995e40acfe2c713764ce329d702d6a8cef70731

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=sha256:31a9fab4029a900c7958388f44699bc46ea9d7aaad6d43a65b098deac1ba9a31

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:b34617384f19933e175dcf94240fdd9e144c2d23e043aacd118df3db8027185d

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=sha256:41616627da919f12f407d5ce48f674d00e7409dc9e79e720ba0f1d8a37fc58cd

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

Resolution
unresolved
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=sha256:2e9f17cf17972395a5718bedf966cac9b5bf65c794838bac7cd942e9af2dbd79

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:e32c91f1202635fd875f25cdb8ea8a8379e359e0c63a273c597b84ec5d138d4c

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=sha256:82700988ad4fa3981e9fb1b5b136c7c602846f136b2d68438db6d8e7bd46a383

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=sha256:341e9c5bdbe4a1fb9975eca8628cfdcc9b52fc2c164f5ccfddcb48ea687de484

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=sha256:5f53a5aa2193f8e02e483552062d2c3a34f1ed58b1c229743043c433c1561a67

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:c9fdb9a5cb89a3522ea30f3efd7e3ed9554057fc73f213c13d3a5027aa3f2f66

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=sha256:011a14b30eac07a6da8e5e9ebe813a23bf85f6624eddff018fb036743c5475fd

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:cdb4022fc8c3a9381dd0f3653265b07b451dd4e6eaf89e3a875b8b1a4e9083be

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=sha256:9be4c84f135f3022d41befe0ea6c610dbbb9dc8fc8c8fc32f39d80ded6106d95

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:d276c8b856ea7e362b88beaf6991c5e28d25f456b4e320338ee665adbd3efc8b

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

Resolution
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:b1fe231ad7e4a9589ac3edccda3d0b66e008985c6e8ad46721b4cef6bd4a51af

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:c1789f183d5d20f39cc78e0eeb8bed475bee8bbf4aafc058997937478302c06b

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=sha256:5db3750b005f964e5c97bdb006a0cebd896bf3211ea995b943f1e1264205cfac

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=sha256:33a0072a00f0464990a3a33334f3cf9d0c0e2c22b936fce1bbcea5d96c1c6295

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=sha256:653e0ec39e37d8f011c545875e400138318add51e5781b5edf5a8d9b81819ec0

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=sha256:4aff50b785bb4425c5ff19d0187b4e0c23a4e0891466d4a9da675f851b3c1a2a

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=sha256:3511287069080d6126f29f5b645edea9c117d42bcfa4b71cb158462c34f8d5d5

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:e4a5364ee9bc43dfc2272ce3b7459e11236cde451861a5bde34f6bccec204804

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:d84152243cdb7d2bef5a331e5532dd1a7200894749e7994db2fee028988150a5