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Paper Citation Record · LEDGER

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models

As of 7 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2507.22798.

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

pith.paper-citation-record.v1
2507.22798 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:22:59.595251Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

58 of 58 outbound references displayed

  • verified exact1
  • verified fuzzy25
  • unresolved31
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7be9f928-73e6-407c-94a6-f2b6aa714797 · outbound

This paper cites Akiba, S.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Akiba, S

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.521776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.351632Z digest=sha256:bcd26e51f85646267929d5df215160282c8a0419958b70540603a308501d9c10

Observation 697e078b-bb7d-47b8-a47a-02a6a03c650a · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.506448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.356690Z digest=sha256:05d2aadffb5414b521bd4f849fe9051447ac33b1b4e5572cd4b2e6d359996600

Observation 1f4fc83a-66a1-4bce-98c9-359e25c3b018 · outbound

This paper cites Archetti, A.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Archetti, A

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.490822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.361357Z digest=sha256:993a13defe5cff7e15e0c9677b7aec0755cb2c4f1a6e6a278c29fe8ef7a56322

Observation d1123d65-ec70-45ab-a014-03ec25c9248c · outbound

This paper cites Awais, M.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Awais, M

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.474947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.365855Z digest=sha256:37ffc4bf9194e3b864496fb43ab2259d26cbff5f3edf52f4b2e1a8c2db8d9b88

Observation 34d430b0-6c4b-40f1-b79e-92adfd019724 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.460075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.370487Z digest=sha256:942878a1974cafa088fc03715b5409bcb73cc1577f1721e5b6b764191882ac47

Observation 2b78cc12-2201-48dd-9742-58af9946f6cd · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.445611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.375111Z digest=sha256:1bebb1fa6c9037aad6f58c18a6351db473fedc8d4d00e83a6d0920c62be093b4

Observation a60d288d-30c7-4213-87f0-4aa338210a09 · outbound

This paper cites Bergstrom, B.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Bergstrom, B

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.430347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.380057Z digest=sha256:31bc060c7ff6c3fb78b7dff6b2b337b68aedf04b5a4948d1eb87668de1ac58c2

Observation c720fef9-8e03-4d08-920b-1c0787b3fe36 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.414999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.384237Z digest=sha256:277a447fcbb3bd3da4c54bad77063148188d9917819718dad3838c06ced90569

Observation b0f6e9b4-ec0b-4000-a63a-0003eb83a7c8 · outbound

This paper cites Foundation models for electronic health records: representation dynamics and transferability.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Foundation models for electronic health records: representation dynamics and transferability

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T11:22:59.388476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:22:59.388476Z digest=sha256:b36a13aac8fc7b98d83b8e4e39a4bee9bf15a8f9da518c5da0294c36b52fd7fe

Observation 0749e5ee-3154-4e4b-aeb2-676a8ef36a6f · outbound

This paper cites Doctor AI: Predicting Clinical Events via Recurrent Neural Networks.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T11:22:59.392815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:22:59.392815Z digest=sha256:39069da8f82dc359aaff7ca9554cd91f04cf105f0d42ef08c05f22651adfee17

Observation e07833cf-5aaf-4391-a09b-8fd98329cec0 · outbound

This paper cites Devlin, M.-W.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Devlin, M.-W

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.398169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.397127Z digest=sha256:de7e13993f664dafa82c2b7fc4c33ac4f7229a09c4f11a2f2519706ec3e68f0e

Observation 86ba741e-4863-42b2-8ebd-b53d12025827 · outbound

This paper cites Efron and R.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Efron and R

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.381470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.401641Z digest=sha256:07837bde5f1b085d7b43e772a6376144eb7889bf7524f18f87f54a8c40ab895d

Observation 5971cc5e-b621-4098-bc12-e6dc70f52d8f · outbound

This paper cites Fallahpour, M.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Fallahpour, M

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.365660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.405609Z digest=sha256:906eb674c77c8f8f526816a8b7c8e1d5f0549dc75698952036b5ed086ecf4de8

Observation 1625bb87-d1e6-4a2c-a5a6-63a202e81c5a · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.350200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.409727Z digest=sha256:ccbe3b1650a488ed01026f596f9be0f20c8e71792b4a151edb9e310bf549ad30

Observation 7b23480a-d77b-48c0-b06a-9e1dad2b0ae4 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.333482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.413855Z digest=sha256:6484741072848a9ae97696217a3fd9a51722a79fb8ab8db808d2905b7dc6f651

Observation 5272f4db-34d2-474f-859c-a3b6caae2366 · outbound

This paper cites Goodfellow, Y.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Goodfellow, Y

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.317170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.417641Z digest=sha256:e80d170bc5625e77b4bdd2b1c0c9e30cd10cad5a1d1da012d9a0d2a2587338d1

Observation 95be81cc-6c0f-49af-aa9c-870213cf2d34 · outbound

This paper cites The Llama 3 Herd of Models.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models The Llama 3 Herd of Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T11:22:59.421651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:22:59.421651Z digest=sha256:53bd8a4d5cd5df17b1f1fd3962dea2e3df3e78e8d8f06b779101e58101813344

Observation 882baf14-2bae-4ca4-b03f-61d08eeda938 · outbound

This paper cites Gu and T.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Gu and T

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T11:22:59.425605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:22:59.425605Z digest=sha256:2c58ead2fd78b06eecb9c376db9d266bc66b08f6783830cbd54917fde86bd8c5

Observation 3e9bea42-6b04-4276-9083-d6569b11215c · outbound

This paper cites Hanson and L.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Hanson and L

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.289644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.429997Z digest=sha256:904cd43d79b845075a44d0a2f05c738188282414a1fedca13eea95fe6ce7d264

Observation 7aaf647b-2415-4deb-bf9a-13f3fedc628e · outbound

This paper cites Hochreiter and J.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Hochreiter and J

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.273401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.433945Z digest=sha256:a83ab16b607a4cd2ad3c67626c255623612818f3ea66d96f073a35a41d975044

Observation d7310248-77ed-4ae7-8397-4e67fe4750d4 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.258178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.438132Z digest=sha256:66d1c70c33fa709271e52eccb0244982fc0a7cfbf1e5412ba1448fe7f7589fd1

Observation 8004bc1e-562c-438b-ba38-7a7c3b9f1c10 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.241569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.442638Z digest=sha256:bef2b145115b4dda4346071039568c123c2531ace2813ab21d662ce6318f26af

Observation 269db06f-4052-46c6-aa13-f7b3883eb2ea · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.222834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.446952Z digest=sha256:f6c0a4ad3c077a2231470197ddc7f49a0cf542177141582dbcc83fecfb511f58

Observation 7ef00475-5441-4254-b9c5-c58f01435f4e · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.205495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.451233Z digest=sha256:9ebb8ac622900495bb3fae5fc7a1c91580ebd25089bae1ca23a8efb278995a19

Observation 144de0fd-8b5d-41b0-8145-14557c8c2be1 · outbound

This paper cites Kraljevic, D.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Kraljevic, D

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.188896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.455436Z digest=sha256:80da5fdd63a570178e2a3877d7ca9902e91fd72bff66c5ce2ace52479a8a865b

Observation 736f850b-e81e-4895-8982-99b48644c5ec · outbound

This paper cites Kullback and R.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Kullback and R

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.171262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.459728Z digest=sha256:1813f9d3b15b93cbd6e34329a531cdf5f675e8474f99fa499135af3cd2417b36

Observation 4fcb520f-c4af-4c75-b5f8-39f74ba0a814 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.155215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.464301Z digest=sha256:ddf4ebefa55774bdfd6ce5683dcd65c8b5d37baea7a7c9bd6972093a47afdd4f

Observation 3b1fd872-011b-46be-a5ee-8e94563d32e9 · outbound

This paper cites Learning to Diagnose with LSTM Recurrent Neural Networks.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Learning to Diagnose with LSTM Recurrent Neural Networks

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T11:22:59.468702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:22:59.468702Z digest=sha256:cc3351807f7cc4bb75924e13d44c331585b01935c71ba19b72c45435563dde8c

Observation 3a79fac4-a05d-4933-a833-03deb61d83a9 · outbound

This paper cites Loshchilov and F.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Loshchilov and F

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T11:22:59.473281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:22:59.473281Z digest=sha256:fe7c1fad7a6bc69c66c3915901e59a0712202441146aa1dd94398251635e68e9

Observation 71dbee7a-af2d-49e5-8ecf-ebbffda3cf66 · outbound

This paper cites McDermott, B.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models McDermott, B

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.128100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.477294Z digest=sha256:2dc4f43b99937a6ec0e863e00fcfc0278d09e3a4db36ee67388e32546ed4fd3a

Observation 63bf6627-f12a-4296-9a35-fac83144e4c4 · outbound

This paper cites Ng and M.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Ng and M

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.111767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.481514Z digest=sha256:17d1fa28d583105ac9404e14423f9ef10e1d7d93d2bf217b9dcd9a346ec12e16

Observation 6698f5a8-f407-417c-9fba-76357e94fc88 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.097064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.485370Z digest=sha256:23530918f5779c5fb4a17c5eea0c562dc8223fb8136fe7684be800931f32741d

Observation b90b2e31-5b90-4da6-abf1-074c05615b7b · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.083306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.489798Z digest=sha256:339c3da589d1f0dc580659c1567f1986b1f82a7d78dde7d1f269e553fc4f5631

Observation 113bb15f-7e28-4993-9923-bce344c80d5a · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:23:00.069055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.493941Z digest=sha256:6e307a286e9029228b84123329e1fb7b412b795a611cf1a2ca51e08407e0e534

Observation 49a161f6-91d7-44d6-b206-3d098b51de29 · outbound

This paper cites Radford, K.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Radford, K

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.055021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.498071Z digest=sha256:92ef3c144e90f45661e015a2b17b95a946332ab5c92b4f82eb9f65c47a68e8f8

Observation 2c1136f8-78a7-4aaf-a0ac-9b26bbc53f41 · outbound

This paper cites Rajkomar, E.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Rajkomar, E

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.039887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.502530Z digest=sha256:b68cdb117a06e10a308e8cbd4f55c2e57a7ec0bf7df5731ce96c481570a1ba22

Observation c9a4572b-fb48-43e0-b05a-26ea37f90634 · outbound

This paper cites Rasmy, Y.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Rasmy, Y

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:23:00.021626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.506526Z digest=sha256:89a498d774b3a1357499edd99a62fda815bd7c250e648e1e7d3dfe4f3f77e518

Observation 885fa63f-8938-41da-8052-9bb18c146119 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.999613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.510790Z digest=sha256:64919944163810fcecf3bc94fc650fffbcce4e3630ac7d6b7e8c1d7136ccef52

Observation 2f983c47-0885-4f33-a823-c17a13ce6614 · outbound

This paper cites Foundation Model of Electronic Medical Records for Adaptive Risk Estimation.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Foundation Model of Electronic Medical Records for Adaptive Risk Estimation

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-06T11:22:59.642442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.515031Z digest=sha256:f527391fc236a9909ccf58274500b285e6d8bd10ff1a878e2993d6e003b5a583

Observation af278866-da0f-4ac2-8597-2341f7236c74 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.984649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.520019Z digest=sha256:96704041fb3a25d43963ca6378c87142db5fb5daa60962b0c60211538d4bbc77

Observation 7242237f-178b-4eb4-939c-93dc52e0232c · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.970870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.524185Z digest=sha256:70e9b8ae5978c7423513bccafdcc88266cca84d22734cc3d21e18fa64f90aa47

Observation e7b85389-7a97-4ca1-9762-17a47af96b55 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.956801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.528349Z digest=sha256:f59263a34d5e47296a652bb036106b4c1804e3fb82ede4fb417835a00b99c8eb

Observation 26d00b3f-1f6f-4e66-bc60-3ab3a34f65ab · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.943337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.532286Z digest=sha256:de81c146babedfb81ba3c87ddddb03ebb5b4c98b8d0e916357d00edfd4be1b37

Observation 7541c588-ea0d-4114-ae32-e95869be4c5f · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.929592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.536611Z digest=sha256:32a28181ac23046d92158379767250443bcf595d61d960e3f779839e7e9916bc

Observation a86e4b55-9ca0-4f51-82d6-480e6f3374cd · outbound

This paper cites Steinberg, J.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Steinberg, J

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:22:59.916067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.540819Z digest=sha256:2b47eab8f583aba3f49bfcbd65c192772a7b7f3b457f03c7417444126f1126d3

Observation 031dbe0e-7f3c-494c-944e-463426564639 · outbound

This paper cites Steinberg, K.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Steinberg, K

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:22:59.901945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.544736Z digest=sha256:6da25a031fa703a5d94bb139b3ce5bcae85a1802ccecf8e0013a224c3e9dce55

Observation 9f6fdf19-ac50-4803-a5f2-db0126f491f1 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.888141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.548925Z digest=sha256:b3732c4abf3eef90c4296d7da366f1eda87398d5c7c7cc2823805cdb28710a0c

Observation 3fc10fb5-9200-4460-bdcb-2fa9a0430cb6 · outbound

This paper cites Medical device alarm safety in hospitals.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Medical device alarm safety in hospitals

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:22:59.874073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.552883Z digest=sha256:e889713f0a4da0c9d2b7b17a13f94ef99cf1ae370bcdf35917198b0216abd24e

Observation c9b55244-b0d0-4579-a785-7b0d8d5724c8 · outbound

This paper cites Hospital: 2025 National Patient Safety Goals.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Hospital: 2025 National Patient Safety Goals

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:22:59.859177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.556949Z digest=sha256:dce55a3902b6617662240576536c79af70205285540012abcbeabb66e8fe38d9

Observation 3a192eb7-da41-4eb9-9077-0c6d8c0f5ad0 · outbound

This paper cites Vaswani, N.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Vaswani, N

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:22:59.844748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.561197Z digest=sha256:4fafa49e8747a8d5e6ceb5ec05c32f4de146ac9f873220152e5af8197e824aeb

Observation 98088488-f562-41bb-a17a-948842ec96e9 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.830263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.565289Z digest=sha256:5c9815ec347fe9426e2711d895e93889d1e889ccec7e9a8fc6066bb78d699cde

Observation a6958172-d08f-41b0-a5a9-b5d09dde03c3 · outbound

This paper cites Wornow, S.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Wornow, S

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:22:59.815631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.569960Z digest=sha256:a3c3be12eeb8c2033959eabb0e24e54845fde9aa4d1329536b8c4def6f933d3f

Observation bdbfbbdb-2e92-4c0f-81d3-949d2764c415 · outbound

This paper cites Wornow, R.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Wornow, R

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:22:59.800698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.574420Z digest=sha256:46251f2ea59ee2d14b095e2696ff7c51ef1b02c21d9b55868ca55a2d3c644eaf

Observation 55964694-25cf-4d73-b7c7-08a79bc0d363 · outbound

This paper cites Wornow, Y.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Wornow, Y

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:22:59.784439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.578470Z digest=sha256:80361ff929880a251554c6caeb957eef26dce6714c53716ac3058227d0a6ca45

Observation 51818253-db4c-4710-9fec-5ffbe2f7b60b · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.769414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.582617Z digest=sha256:fc7dbd2d04da3a52c6fe03883bf7e0e235e22257182e9f4b2478d93ef4b55406

Observation bdf16373-3351-4675-8681-eb108b80e015 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.754763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.586997Z digest=sha256:bf1750bc5dfe1cc584e4e460f67ad9cbe29c093a2ea6d4f5e364f49e70013040

Observation b2aef915-c266-4354-b0a9-8f81e832e2e4 · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:22:59.739580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.591054Z digest=sha256:26a117993810a15015d178e7ddf7b57c74d1da660e42e8ccc9246021cecb0cc1

Observation 995cae7d-a326-4c62-824a-0434171e8aca · outbound

This paper cites an unresolved cited work.

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models Unresolved cited work

Reference 58

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T11:22:59.724975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T11:22:59.595251Z digest=sha256:35d2dcf37d4edd183b3a8aed42fe768cd7016dfbae094e916c3822826a75f33a

Pith citing papers

No inbound Pith citation observations are available.