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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 9 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.351632Z digest=sha256:cc6459270a9ce9a0b599f4d86fead618a35c57c4614f6135b31a2dcdde1f882c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.356690Z digest=sha256:40fb869b313a4cc5fd56681d61bba9a0ea8e52290177489704ef01f338f818a2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.361357Z digest=sha256:94f6082ff7537efee3a9eb8849bbc669395a814cebc29452a138b1d365e3261b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.365855Z digest=sha256:cf8c9cb44e83cd98341f3011908bc9f019754669747df60df7c231f459e8c31d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.370487Z digest=sha256:752c01b6f0464ea9c46bb2d7183858675b605f46e7bed80a3ead7363f3a3ad5b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.375111Z digest=sha256:d98b463b6069b6d38c00de10308de4394bbd51c9075f12bbb63204fb2e7d93e8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.380057Z digest=sha256:eff360047788bf05b7239e1b13eb9398f6f6510dd5d4752ca214a28608c1785c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.384237Z digest=sha256:1d1796facdae441d45604ad9b24e6cc5eec5db6ac77061aacadbac68bb798062

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=sha256:29a4d5595db8f821cac7395b36553d58242e18bd138e18e73d1b33436c35bd23

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=sha256:2d6997aa381e6d7f4809f21c77a603078bffcbab2f00289eb51ef7b68c9f3043

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.397127Z digest=sha256:03ae6d83a8e346b0f190de433e8bebc06fee8fe26892183cb20f6bfe85823606

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.401641Z digest=sha256:bd95005b8ee7751a4a48bb92e1ab8352b0aebeb368fd15a5e25e5f01f80b9990

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.405609Z digest=sha256:5522d3be7d48785ed3d1b9bf1c4ce16c527a01bc47c84313afd55949feaf2a11

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.409727Z digest=sha256:52f7491c4f18836725cf17f3b540365d15eb530a3251eb4950a7dffebb0700d9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.413855Z digest=sha256:b8b128ee786810fc4218c277cad89278ddd51632193f48f5273ae782d30d7f3d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.417641Z digest=sha256:0638d6a4bfec3c860d85f162b28553670d1d94156b24d39633f89a61fa358f81

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:c3da4a1b3e51400340f95b5373fcfacd9507847ff9a120416a6e06948ad1c12d

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:d1b64bcc3020b33a1c550c31d4367754ef3f8d9bd819228a3ddd0de28c182f57

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.429997Z digest=sha256:ce56f21f0c922cac69e26cc9c07b46e97437731e9d9a1993b9a89f35290bee11

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.433945Z digest=sha256:c3ab79b68e4468948fb63baa5da4368d4673f242a1987d1e5194768ee12178a2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.438132Z digest=sha256:bf52b8a325997e213d11c1a5d1522231e2a868637d72c4e0eb6b44dd14e57f38

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.442638Z digest=sha256:1f8b3ee93eba78c5b0f26de26e0b95740606c13d092bb614710e08a03c2930c9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.446952Z digest=sha256:b19a1fcc9f366a0b03af2d8f79e9307a177fcbe68118b21157c92b8cc117f162

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.451233Z digest=sha256:9184a165e4db792e35ed5c5a1d28149750bd68b4fa3a1d5ebfc9e669eaaeb517

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.455436Z digest=sha256:19398b6f7f3b1568cd456d35c2205d3ab93de05ed27f4470a5d1a729f2512eef

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.459728Z digest=sha256:0f0a752aec8979c51d7e56891e578e28b654c11191cb7ed27162e68b59e80fc1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.464301Z digest=sha256:466fa9ce3e79b2e7d24ba11c7b2b233fa7dd8a8ecf756cfedc0fe578f6ea31bd

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:b657ce04be9fb68ed1663a4663ee994396a54f0b8495e46bb511458c95e5caad

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=sha256:838cc29e0fa39edf37effec7029cf3d7377a74abeb8ee773154448ce5084ac78

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.477294Z digest=sha256:9e253f8369fd4aa374dbf4d4e13d3247ab7ada84be852302af82f610b6fe8ae8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.481514Z digest=sha256:9824a0dca12e50ab47da4c5fcfb93d33df5789284f7a8b80dc9060a49a92304c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.485370Z digest=sha256:a8eecf75fc26b723894abbdefdf010da9bdb1325399ef6a9314cc59962f4e7c8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.489798Z digest=sha256:7e1b6d85f47b3ab55ddaeecf91a8d4269d97b1f4616805ad3b6dd2654c8f9631

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.493941Z digest=sha256:efdd6ce2422192e2fe89373dad3e58854d46a8295a5f84d875b1b71b1f497f41

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.498071Z digest=sha256:64107920d566e47d89cd38cc035d5ff5ab0bf94564bd91cbe3682e7265793d93

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.502530Z digest=sha256:8c6325c414ccbe1aff260af7e7b617e14996ab2b9eb5eccad07830c39f4728c1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.506526Z digest=sha256:1f2b37078fe1b0f5f581e34f28c9cc288ae82248b262a1449a59a713a1048922

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.510790Z digest=sha256:0a076882f63b3bb64837ee0a14ada0ac2bfc25498af7243685aa61871827ba1b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.515031Z digest=sha256:4bae8b0715d60157786153ee409ff7c0c4e4a92c77927faf5a5de7fca3920ffa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.520019Z digest=sha256:ec4498d4414590469e8c7e3e6873468263eb919fa767d6a300bc5dc2baa2aae7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.524185Z digest=sha256:25de646057c361208322f646473d0ae5f89ab51f95b92d906b38c326e522fb40

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.528349Z digest=sha256:244a6954e8f82900e5a6a9c4a7488db9a89a972c09760efa47526cbb1e33efe4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.532286Z digest=sha256:ec5c5ebe059a4dbc5c49aaa0de0748635bc38e3e4dbcf03d887eae4f03f003f2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.536611Z digest=sha256:c0ba200a5931551e0ac3090d243b06e067ab36a8eb7932f0a19801c003fd4bdc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.540819Z digest=sha256:cf02dd19bb72be90648bf05f7eb25c226a12f5bf361fdc392c953edb71cdfcc6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.544736Z digest=sha256:cb8fc781ef03ea430d752b52582d03466da45d3995e9d9b1c31c279e2052c749

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.548925Z digest=sha256:766dfe98acce696955ec8f5e0b15ce12b8f3a4f10d569dc00e6ae6497f69326d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.552883Z digest=sha256:606adbe7ee02be5d29716c84067f6cbdbbd5bccfdfc44729405165db175576a3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.556949Z digest=sha256:f71667c76ad1969a7808447b6d55476afef9127419681f9eb9f8c5412f0cf68c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.561197Z digest=sha256:d76d63af759426bb27c1a71c7672b4d0d3ddbf80b8335064abb4bd0819a0cecd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.565289Z digest=sha256:8ab4e3be6f3717c912c90e8802b71ce3148249c8c1d29ea93bffe1f84620272c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.569960Z digest=sha256:76f142b4c1bc3f255731598af66e0248d8801f79d1e294377936071cb9aef148

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.574420Z digest=sha256:59fe9d39315278456f096e00f1f6a92ed3a71553315cab3e32f76f865a87dec2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.578470Z digest=sha256:8ac9eb11ed17580f5c723843722fe1ed09bfdedca4f40da4277ef077f618d6e9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.582617Z digest=sha256:91d4718ef7737bea335ba85ac873635c27349855f68b50fea68c28ab93bc80a6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.586997Z digest=sha256:7b188ff74d23e6a014e45f72cb1ff3edc2b28d26b7be61178194edb5d5731007

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.591054Z digest=sha256:43f95b1423b1f7738c3d2b215f2c4aeb4fc3be2f78dfb257358f2a35fa9f6f90

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T11:22:59.595251Z digest=sha256:13baf82a09e4ce65dbcdaf4d2d3283652a4cf736ca1f989e47da8a105891bf9f

Pith citing papers

No inbound Pith citation observations are available.