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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 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.351632Z digest=sha256:797962b6f2f019c95a71414bcf53d4e6d04d3d4ca79484f4d02581f3dd844c90

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.356690Z digest=sha256:5d1ce46abd4527a978dd65b4ed30895ccea0593d3be4682037795d609eaf5f2f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.361357Z digest=sha256:be59212f7bfba0c7c24e48be56bbffe14b77621e483679f3ff310566549dafb5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.365855Z digest=sha256:8bc53671d8d0b210bcb45efb783176a2a11af597e5adaf38ef41a8aec99adfbb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.370487Z digest=sha256:ae5862cfac21672d6ae103fe306b176e192eba318ace80b3b1c83f518c710c6b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.375111Z digest=sha256:826cf314e59e3634273e9ce2ff00a1fb9d447f5f6e348e06af7ae1c558e9d437

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.380057Z digest=sha256:f05fd31c754d1de941efdb4b4b65c09043dd0e276aedb47592a1c32b8320eb27

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.384237Z digest=sha256:2902fdafea0dce016c2c6990f7cd2f0e8d9a6f72257f3e8e9b4ddcf3e28e7b81

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=sha256:4b56e21514d760c553f944ee8c57c166a04c99a9ee18531041c42fa15d922c77

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=sha256:30fc7b50a680fd8e32820334d20b7d075180cd8558b71b470f3e569a504f6654

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.397127Z digest=sha256:c75daaa5a3a516ae1c9db450a202801750cbf0e676ed6446ce07725027523f3f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.401641Z digest=sha256:ca1bf2b280f6deed5741e868c683fefff3506be640d2afda6b04dd9d4867e329

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.405609Z digest=sha256:6a35947048e129ba9aecb467d197c486362db11487571c328656ad5927d7c386

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.409727Z digest=sha256:47a9caa8ac17a3476133c5812f833e5a7b6f3fd478f4ea8f5d68213f4134b67e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.413855Z digest=sha256:6166474f713270bd92b8f375a516f69c21974043e960815ada3180addd0bb20c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.417641Z digest=sha256:f84114b4539fd6e1775be227dd407688a0c545b89fa0beeb255b823f927c9d35

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:ead1535da6d08b7d70268773dac1641bd2bd7a0cc7432a746b0d2e81ace85c2a

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=sha256:8b723b58823673e3adcc96283a1cf2e6504eceaca0b5bccc8d8f7adad386d293

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.429997Z digest=sha256:432fe3b82380590cead6831b002ca46f299fa55b34effa1b6e68c04c88decb3a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.433945Z digest=sha256:fe175f43a0373755a9c41874866fb6ff8c7252514abeb7a8cca7c56352d1bb53

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.438132Z digest=sha256:c3c09f1f971eb0b2864d7f77dbe76609c676ebcae69e6c25d73592886d8a73e5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.442638Z digest=sha256:903876bf46691cc6d83c1bbf631371da73ba34dd708e03813526486112083a5a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.446952Z digest=sha256:40b14b6c3a4b485d1a676d9f8ded62d157f8f93729a91c8d7ccddb118c4d9f55

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.451233Z digest=sha256:bac0035d255506cee276d283016268da5cc4b21bfe8150175e20e8a5057b90c6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.455436Z digest=sha256:5d799b90c1639a613d9da69f3fc4121354d492cd4526c8d7314c722b75ee04bd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.459728Z digest=sha256:24f719d04985a48518fd278580e160ad54ef3757d671821f6a31a2b2817a5fd5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.464301Z digest=sha256:54378f1dd9eb38a8f889b80476ce5391d16dbf93cebd74eac73497c2afd0225d

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:e80f322aaab8b5f284ddb51774627fa5ce0bf3b56b195a38e6ae5408c598f8b5

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:b763049a7d3a590340f12ffc5b191dfecd4ab51e65aefbc12766812beaa90edb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.477294Z digest=sha256:35b3c09805bba01cfe5473f75d7dbbd81b1da3cb0b5e41bf266ebbd19d59c0d8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.481514Z digest=sha256:1229fd63fe15710e21a3a665909c2873cf6543df7b9435746089b368463ae9ff

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.485370Z digest=sha256:c639872502aaa88c03cad8b90561b2b77ad1ef6affbcfc4f0b03d15c0972d68a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.489798Z digest=sha256:2b1c154926de3f9c065ba2f60bcf4472d1bda67abd8ebbe2e0c1caa1953bbd29

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.493941Z digest=sha256:2bc9575b0823decbf81529723e2ae49566e69c1006aca94172e420becf7e685e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.498071Z digest=sha256:a15c89d5cb610852eca8f408f1d7e2893447ce8dac944be27cc830038b8aad95

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.502530Z digest=sha256:64c3da86af81ef72d5fdcc2078d3f8fea1709d44994593576a5a4a125e77343c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.506526Z digest=sha256:23b555282c1ac376ab8c07d53039d21b6aadfc50559b8ea6030d8ac07e90619c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.510790Z digest=sha256:b7fb502c77480e605e577eeabb5d9640c83b1b7f5396227a9a37eb837b785506

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.515031Z digest=sha256:ce12eece87580fb3d79b10337495cb16b4fe4dee31cbf4ed8022699843f55bf9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.520019Z digest=sha256:df4dbd59307a556ad0c79218065d23538c036d8a88621f06f987b8ce77734111

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.524185Z digest=sha256:eac2a370611179356a633ae7de34d43c90222babaf9b85b8f7dce4ec0617cc63

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.528349Z digest=sha256:0463b54c9415ff28ff8044ccadabaf2f9a9a6d4ffe3643118db4e1bd2916b234

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.532286Z digest=sha256:2c7738d62e79b104d31d6e069f6c2f0de3eb1522d3c4b923aaf15eca5087910e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.536611Z digest=sha256:77a54c1db6683bd66378c5356847fd714aac6f67eef9fbf6c250775216552ab1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.540819Z digest=sha256:f5a29dfa74e3cb978956578882a1bfd101b6167e7e27470b72d5104af08d5eff

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.544736Z digest=sha256:b7b760158667d70cdd4a2974e0e5f9f0e857fee5ff922cfef4308044072dbcc4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.548925Z digest=sha256:5fe5eb1b2748705069604eb2699f4487eb7cf817aa02ba8c5a8ade72b70c28cf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.552883Z digest=sha256:1a55a8f530b3e2ee47c60fd5f6c6bd5355eefef7bcb6a55d07d5f9d1169b6c5b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.556949Z digest=sha256:0ea80fe6113bcb84417a316e34fc511600221428305d6444bb1f6c55c58f7944

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.561197Z digest=sha256:129a365f6885c934efefdbc2ba21ce27b48539aebf4a178495a6303d89f5395c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.565289Z digest=sha256:22c4d9b1a97a388b238977afb92bae0d19fd4da6484aeb530490e7210919a540

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.569960Z digest=sha256:03b786724456c62f2df06d38c718bd4b275ea9d79fc7dd1850c5fca2c4b3de3a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.574420Z digest=sha256:1e24d2ce2b0bfc9c0eca1adc20b596cbe0f3c9b5454d4caab139197858f5ea3c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.578470Z digest=sha256:30e174643b618d541219391a4f7c4e7a6541ed1de6f742d450f1eded2238bba8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.582617Z digest=sha256:4a8f756b6de11562450ce67ea824a1768fde05ab110ac1e48755ce29cd5500e7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.586997Z digest=sha256:d206ebf01eeccca40e257f33011c7e8d28003c091cc7a5c872f232641ef16f50

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.591054Z digest=sha256:cd6c3e773eff92014ab7aae4868222dc7d2e05f55b6a23b7e45da4306cc5f267

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T11:22:59.595251Z digest=sha256:f3ac0fa3a26e815dce6230692baa3d9a801331141050e1de2fb183836492ea6e

Pith citing papers

No inbound Pith citation observations are available.