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Paper Citation Record · LEDGER

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

As of 5 August 2026, this Paper Citation Record lists 98 of 98 outbound references and 48 inbound Pith citation observations for arXiv:2311.16079.

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

pith.paper-citation-record.v1
2311.16079 v1

Coverage vector

measured 98 of 98 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T14:12:08.478384Z

measured 146 of 146 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 48 of 48 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:52:08.804388Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

98 of 98 outbound references displayed

  • verified exact5
  • verified fuzzy25
  • unresolved66
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

119
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation e601ff63-76dc-44c0-be04-3b2a01ad0559 · outbound

This paper cites GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-21T14:12:08.553589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:5a288d99509e00411066e3fbcdc72cce1d70b3e4c4352ea39b19854130692b0b

Observation dede97f2-52eb-4688-8510-04a673142921 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.769092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:951765aae27186482271f55e4c045c06b31e308c1b0b1ca8633a7da90bf4fe0e

Observation b871a448-86ed-4f11-b7e4-e7c89e79da23 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.770948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:9b2dc051d1df2ce5f5392fd6b2ee23b1bb5609c32301116ac13197ff5020422b

Observation 032c984f-606c-422e-a0cc-7cbfcff6dbc4 · outbound

This paper cites Jiang, Jia Deng, Stella Biderman, and Sean Welleck.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Jiang, Jia Deng, Stella Biderman, and Sean Welleck

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.773184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:bbceaa32f3e33859732b762de809ef59cfae2bdff06505bec678c981a9135ded

Observation b4d55e09-a5c4-41c1-b262-0ac9364a738d · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.775346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:3d2c87364b9f889a75b2b8bdcf019999fb32c06cfbd905e079fc3752d4483406

Observation 4cac2b7c-68a2-4239-afee-84cf159b891e · outbound

This paper cites Berg, David Atkins, and William Tierney.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Berg, David Atkins, and William Tierney

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.777354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:be1984c7057f5e2824f168bbf2076711ac7f65c5616e349b91236574cde6c974

Observation 16771eeb-ddf0-49c5-a101-79e1f2798bbf · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models On the Opportunities and Risks of Foundation Models

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-05-21T14:12:08.534050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:6fc6ffbe11f0b4a489aa38a7b25766274ce79c174c8f9942ee6aba2cebd43345

Observation 73079370-1005-4bc0-afac-dd740e600cf7 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.556723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:5c9c0aa01d57315131f78b14f4ed4be514f4d4249402885136b999097a9ee005

Observation f9132ef1-d6fe-4fba-969c-5a57e9dbb641 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.559352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:2de936fdef164c452eaebac3958bed7228ea86daa243e01e052c07bb9ec74863

Observation d8c643f9-9833-4a79-9ef0-b36cead96df2 · outbound

This paper cites Burns, Rod J.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Burns, Rod J

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.562012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:882d8be7d2c1ed79b5b9f1a0b332ee2c65a71ad3907bda03b70deed964e2d5ff

Observation bd093574-d94b-418d-b89d-1e96dd831727 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.564678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:a9598468d17ba66c4dd3aae5a01f304f44b1cec203e64aa5632447e01b1dab06

Observation 65e87361-5353-4a79-8cb4-e59e48fe496d · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.567893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:6f01b38bc379cb58b818e9f1e1205eb2275225d0c07e2c80b743929bd7357290

Observation e40f0005-38c2-408b-9723-772435f90bcf · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.570864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:7dbdead3f3cd49cfdda0d89424f8d3096c3d67e38e6df5c48a338acf0afb2af7

Observation 088610be-2509-4e2b-838c-430bd6e9ac24 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.573193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:c60382cbba7542ffb3be453d5f3459e299f1f3e5fc832afa662a8faf696b6382

Observation 09941828-2bee-4983-a06d-18b54c49537e · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.575582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:1b1b004dc5ff3f54d0df6467ce1e9b1a95211646022579c76d8cc0f6651cc1b8

Observation 8dc16ae8-3b9b-4462-82e0-508d02587b14 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.578183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:b97857ae907bff88d5366c02bceab94c5a2fc3a66ba37d795e280f0a6a3d8e22

Observation be337f1d-dbd9-4381-8a27-80443d37f992 · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher Ré.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Fu, Stefano Ermon, Atri Rudra, and Christopher Ré

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.580771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:68f698707e5594dbfb2b91aecf6b3928c2f99a24aab3215fc4dea53055257ffa

Observation f9372e41-85da-4e67-8ffa-a2d5219caeec · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.583017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:ddb0593f8eb3efe30cb6dbedec697c35991604de8cef7d127bbefa7bdefbf718

Observation 3ab15c5e-113c-45d0-8173-dae3e7a96ffa · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.585442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:da3e99e7bb95ebc219e8bc18eae6200f9c2d2929fd39f759f1ee4e6d425b565a

Observation 133dd72b-f653-4fdc-aee7-9d8882a5389a · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.587818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:113267e362ce7f9bacab0c5534243b59f56557b47d5089ce348b7ed942835273

Observation 2ae4992f-3c49-4b06-8aa2-d5ac36ef44e7 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.590446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:3ce7529c1b8aed7a78f30db048ac4c4f94319378d8a1e5283e73e7f4266ba35f

Observation 8a062ad7-d1db-4192-adfe-9e289872488e · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-05-21T14:12:08.544245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:607e58af028f6072ccdd89cf16ded2a844f4e2d8cdcc51f50c438e65f9344fcb

Observation abb55038-ff88-46e9-9ed4-638b585c1b4c · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.592678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:5411590207ea8f321b9d28f7a02d9345fd3297df8b9c0f271c75ae1be6228347

Observation 6a60c420-31b6-4aaa-8ded-b4bd63767754 · outbound

This paper cites Richter, Quentin Anthony, Eugene Belilovsky, Irina Rish, and Timothée Lesort.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Richter, Quentin Anthony, Eugene Belilovsky, Irina Rish, and Timothée Lesort

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.595270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:705db74347e81634af8ff90f7d4424c06d86264d62cdd80fe1c632dd64496c6b

Observation a544d6c5-c970-479a-a333-6795c7464db1 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.597471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:38c2131211ffe6984fbfdece81e7b0b03479a5629fcb33689e0851abde0fc6ad

Observation 4c40081a-1e2a-4b0a-a51f-f6df44f0e5f2 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.599832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:256f08202d1fb6564a70b429de09a9e558c3421fa447ef39ae34b51115770eff

Observation 5a3d0ea8-b64f-46d6-a6c0-6136c877f624 · outbound

This paper cites In Proceedings of the 60th Annual Meeting of the Association for Computational Linguis- tics (Volume 1: Long Papers), pages 3309–3326, Dublin, Ireland.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models In Proceedings of the 60th Annual Meeting of the Association for Computational Linguis- tics (Volume 1: Long Papers), pages 3309–3326, Dublin, Ireland

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.602844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:afbb46a0ff4d1fab6c7ebb49e22ab1cebc28b25b5a6ee793752581610b009d9d

Observation 423c14be-86b4-407b-82a5-44e0a229c049 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.605173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:b10fed4218ee0d12192f07cbcff0a82ed47c783c2a4a327a8d2855e413de02f0

Observation 6eb605f1-3421-493c-a6ca-bdd552868f39 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.607576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:80ee50d6d14d1b79ff289d79bac5d4471473d4ec5ee7fc8f97072d117ef27f41

Observation 03910645-c2a6-4a82-a610-7272aa9182e3 · outbound

This paper cites Efficient Adaptation of Pretrained Transformers for Abstractive Summarization.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Efficient Adaptation of Pretrained Transformers for Abstractive Summarization

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-05-21T14:12:08.538830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:55d03116e12887d2539634f57484f3c495fa23087dc5f6f25c8672bc5133d37c

Observation 51c64890-fd3b-4313-bfc5-56dcd561a455 · outbound

This paper cites Rae, Oriol Vinyals, and Laurent Sifre.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Rae, Oriol Vinyals, and Laurent Sifre

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.609959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:2de1d4bd904df162fba450b5d1bccea5f4273ace8e8ab6cdb5f793eaea1081ed

Observation 92315f9f-cae3-44f0-be6b-bf6e752c9728 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.612087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:9cb9fa23fa028b1efd4fbf9b1877ebc7c706534954550783de6539ad603974f9

Observation 363c78e2-0618-4b4b-a7e1-78d45a5d364e · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.614445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:ae356264bb6a610430d599f4a08a874b933b18ae5bb70b43595806770eae2a3b

Observation bca8a093-c341-4c52-b323-8c6da5ac5dc5 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.616813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:d9d5fed5a8d4755395387d1a812b5ea22546fd42a6e9ba51f5f0491e8fbe697b

Observation c2728def-be7f-434d-b21d-3161c90d7fd7 · outbound

This paper cites Rethinking Learning Rate Tuning in the Era of Large Language Models.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Rethinking Learning Rate Tuning in the Era of Large Language Models

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.526622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:f281a7a3a15020d39b8e5b3ff432956a3f5e6b5a9677411d36f45c80ce357b86

Observation 72c8ebcf-df47-4612-ad55-87d0a4ae1a25 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.619119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:9bbcbc5a9a545384996254460eb04f4829c427c88021fa3ae4a4fc131014ff7d

Observation fbeec0e8-7080-4128-819d-fbb9d9f0d1b6 · outbound

This paper cites Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.621957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:9cf3fac4f41fa67b3ee582c0aecd44ae21c6f3626d69e1eafa9db0907f59981e

Observation cff48679-addf-44bf-a6f8-3e9f13e7f9ce · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.624406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:e7b8bdffcd291f54ac10517e232032e248e66e83cb3e508e346a4aaa75ad1d53

Observation c0933ab4-06e5-45f6-bf55-9f9137add0ce · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.626712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:5abe391a6becbd29e782b40209f741bbd89613660d9c91d1a18bd32274c06e2a

Observation 247ea893-1c44-4c43-9b12-f904f0bfe129 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.629071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:7bfbb6dfcaa72c039745b57655a70f4dba1a5ab306786fac62a4465cbd7357df

Observation 7d024ca4-d3e3-4b8e-808a-2fce88f24fed · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.631590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:234d07fe3283e27fcbe332b28b4a8cffa6e1ab9c7c7610f2819a1ab89e2591f4

Observation a14c4dd1-a29e-43c3-ab74-0e83bd744e72 · outbound

This paper cites Manning, Christopher Ré, Diana Acosta-Navas, Drew A.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Manning, Christopher Ré, Diana Acosta-Navas, Drew A

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.634065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:026b58d84f9155d4c0039766aa89f7649ff45e4d6ec04620aac61cff3e456854

Observation 64dc6762-996c-4806-828b-a12d14d6dcba · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.636756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:10a3cfed50ae6459d1d89f41087cd0f5b4d6e73598f12dda28085b8986aa491d

Observation a21cc5c4-649a-4aae-909d-68e718167f00 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.639203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:b36f5b46b5b133617a086a96072133f1cd5a5a7690b58d6dbfd02468602d3edd

Observation a447c8c2-20f9-46a5-83fb-86c7b08519ef · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.641891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:d283cbcf2a4c10d3cb8716d019a8462d97b2e3189087938c87f90ba950699fcf

Observation bfa44206-ae7a-4d5c-b92a-bf8c9bef6eab · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.644356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:1e62655d403397b9403ac4819b9e35c188485b7e36ffe051a5b5c960ffc034c5

Observation 4770c8ee-d61b-4ead-b4c8-b70dc24097d7 · outbound

This paper cites Med42 - clinical large language model.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Med42 - clinical large language model

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.646881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:f68b7741d57a63a8e32f60c70de6753aa591a64b63eab2a7123aad46443212f1

Observation 3001f701-505f-41f6-b1a9-43deb7cb94a6 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.649339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:d6c2f57fc2e4c928b59e08feeb276af9ea68420213bc4cc786b0f11851826b91

Observation f1d9f494-af93-45f4-9f9a-ce5f14f243c4 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.651483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:2732ec2c85182f2deb775c47734663f2096125a899f428cc56d7360565ebfcb8

Observation 67d2ec4a-20e2-4267-bf34-95a4a5b642a0 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.653912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:36556a553f4dbbf01243f9464febac71aba913ab38d971f26c17f46982532e73

Observation d42a80ad-5122-43ae-a65a-b865dd7a1855 · outbound

This paper cites 2003–2023.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models 2003–2023

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.656488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:f0f6df95159211008cfb85ea2693051da8db513ce8ac8b3ce0ff85ccc3619730

Observation c3d80a2f-7de0-4639-8c3d-3f1b712213a9 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.658892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:509f5d9c141f2782133ea8fe89cddf01dc0e9897ae3409ce8e9a19001f7a36b5

Observation 8971ba07-d5cd-45af-91cc-327cd1b5d829 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.661293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:1070eca58b5cd0723a149416efdf6f647d9a156acd976838a26004e9f08f66c9

Observation a4199793-21d0-483c-9171-dab311855200 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.663767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:7d2840f047b8b24a3778d29ad6896ba8cd4caee53a3b3a8d4fd3b5dc9eeeb320

Observation 61866244-f42c-42a8-a5e0-1026d4257f38 · outbound

This paper cites Omiye, Jenna C.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Omiye, Jenna C

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.666234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:7aa76defddb952df911109f097141d9cc5effa958158fb85051a4803b61e23f1

Observation e91152a2-ba65-4c7c-b0a2-3a96dcbe3ed3 · outbound

This paper cites npj Digital Medicine, 6(1).

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models npj Digital Medicine, 6(1)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.668815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:8b5f8b6d4198f74bf49a99116af4cca5373350c7526514c4ae09a5bed410182a

Observation e8d0499f-b266-4b66-a678-3becadeb5312 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.670830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:174a587fcf5d026106eae77dc5ebe6e418b68961b57e14653bc1b999deac928e

Observation 9ed295d1-f589-49d8-a655-b872178c9264 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.672935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:1c8ced24ba36f1841abdb9b37dc9093367fe5189fe6f204159b8e1f739a88ec0

Observation 95b78be4-708f-4471-963b-97740ea89306 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.675239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:1be9e9b5baf8a4d844e2b251750a4f1f1c93054ebf1fbff4bef4b61c02551da7

Observation c388da04-986d-4d2f-9917-2e3ef76bd0f0 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.677883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:28212c9714ab77ad85ab1e6aaf49e1b313650677923a11dd2ff104ebc0ec373c

Observation d73d2de1-d1ac-4762-ac52-a95d50a1296b · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.680519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:04149b0cededf8aaf01c933d0a3eebf9ac41d2ecd2f4726061b8ab5e3c3668c5

Observation 3c8613ef-07e0-4c62-8a40-719fa80bd2c3 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.682983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:aa1f3ebe1b1d69bfc9b69a32c107523d2d55498ddf74faf476da1cb68929d1cb

Observation 6d0a1d4f-5591-4799-9fa4-df3d5b378564 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.686063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:8e70e4b766c98a145d5323461919f25d5dd0f469512afaa8088e4066244e494c

Observation 184daf28-3826-467f-bb44-f66eeb6e2293 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.688693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:9ab276d2446dac2c13bbb9d38a3a4f2bab3724a99a556c191f66b3553c6f0295

Observation 467dd0d0-6f0b-4581-9c7f-05c0928f5d6c · outbound

This paper cites Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.691849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:ffb7be7a879ca765011e4bcf5e9f868e6d6de9064055dbd98020ce8c2bbc4189

Observation e40a02fa-d183-4c4e-80d4-8c266c09ec9e · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.694303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:4f7b2bdf0c5c1f83816f798c1a4914a0080b332638fa96d7db04e25dcb82eb94

Observation 07887c75-ef06-4fb9-af96-67573407701f · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 67

Resolution
verified exact
local_arxiv, observed 2026-05-21T14:12:08.549057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:753345445c43a8af5ffdf9e6666adc438c8933db29cdd21cb6f76fb2d6a68a02

Observation 45d3a0a1-1299-4129-9f94-46cbd263089e · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.696690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:e1e5f7d425adb27eff4644978fcbe977eaa7d44ef3ef090e8a9999c705c42391

Observation fa986f42-8e09-4216-b258-97db570a1a42 · outbound

This paper cites Sara Mahdavi, Joelle Barral, Dale Webster, Greg S.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Sara Mahdavi, Joelle Barral, Dale Webster, Greg S

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.699485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:80fa337a3b93893fbfdc4599668722c2a1ef908ba4dd00be5f154c23086487c4

Observation f945e88f-1815-47a5-8ad0-963bb1a09f9a · outbound

This paper cites Peters, Abhilasha Ravichander, Zejiang Shen, Emma Strubell, Nishant Subramani, Oyvind Tafjord, Evan Pete Walsh, Hannaneh Hajishirzi, Noah A.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Peters, Abhilasha Ravichander, Zejiang Shen, Emma Strubell, Nishant Subramani, Oyvind Tafjord, Evan Pete Walsh, Hannaneh Hajishirzi, Noah A

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.702016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:7a9381dedb4c1b715e740bb5cf18d241baef3c8aab7356ac660a90c2a84733f0

Observation 475f3a6a-0452-45f7-998f-8361dca44750 · outbound

This paper cites Biomedlm.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Biomedlm

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.704431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:24580499bfa7bbc9aad64519f89df4fd10a6ed4651020d75fdc777d3505c4ef5

Observation 3d9147c7-92db-46c8-8e85-5c1aa2a7b1af · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.706769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:6103726e680a897b6b40efb0ca25865736618e983d34aa79f29ecd334e9f9bac

Observation a0a1d24c-8d7c-4848-a781-b8a0f4c99dc5 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.709139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:365c1263db2e60d362ce78816f6d61fdd82bd88b57ed9825c34754d7e0341238

Observation ed56ade3-53d3-4b8d-b649-55e2122fa175 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.711375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:902814eed67b613887c192769113aaf7ce3670ca137bd087acae187ace78ec87

Observation 36839c20-4a80-4121-b7eb-a9bdd8491970 · outbound

This paper cites Comeau, Rezarta Islamaj, Aadit Kapoor, Xin Gao, and Zhiyong Lu.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Comeau, Rezarta Islamaj, Aadit Kapoor, Xin Gao, and Zhiyong Lu

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.713712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:9ceae582eea00d0684da28af8b4e266c47aaf65719399a21bd71388cd63b2cff

Observation 59e53df8-f259-4815-851c-8c91899e6358 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.716046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:b3dba766c9a665461a666f731017386c4efb903399f01a50fb7716d6562f7250

Observation 7223f7c9-1e74-49ca-b8e8-4b92301bc33a · outbound

This paper cites Lawler, Jimmy Ba, Rahul G.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Lawler, Jimmy Ba, Rahul G

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.718491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:7ca2348e230a27dfd03fffe73556dbdc1a9c5820ae77ea778a472b7582c966ad

Observation 0ce865d6-e180-4839-a385-548c13b941d9 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.720825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:951a37b9ede235fcd0c3c6b8c3f4038488598ff1978203585ee43769d48e8d45

Observation 7f0242e5-008a-4ebb-a7d9-8b5ccea099f6 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.723240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:c86ce1ef1fc33a0e8e5889c50498dce9b25eec3fef2da625f65086ce8605db90

Observation f5e5eee9-8f4e-49f1-9310-15dbebdd1e6b · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.725682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:5a532e43243a96fdcee48d8c420cf7897cd340351b65a9531abb7b0c6f92ed25

Observation be4c2778-45a4-4262-8652-5e34562dc0cd · outbound

This paper cites Rush, and Thomas Wolf.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Rush, and Thomas Wolf

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.728176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:1de6cd3a5102011ae5983e59b3c1e44dd95bdf6cd8b72e651bd1daa01b02babc

Observation 975db11d-45bc-46a9-b6af-1164729dfa0b · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.730629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:985c1888390849780f09701a09c18585bf5e13c04e680208eb2497ea6b103282

Observation ff1068c3-580b-418f-97f1-2f6b0b737506 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.732878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:fee3a8b40ba8725dccfce89ec3d93bcc53eb7da737c371aa5ffdf97f32e41b6e

Observation 8e8af838-2c29-4b8c-a9eb-080b4b9c7f9b · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.735155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:71a5518463db17a6831e3ea1edecb908775e5a3fe6b77b7405921e665ad4c4db

Observation 2aa9be7d-d3a4-46bf-884c-71ecc26d3dea · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.737330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:e13168ad61f74931045ab3dd978bdabab10fb1e16e53ef2cdd3d651ba284ebf7

Observation 8edbe692-e303-46c9-869b-c27ca3b89c51 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.739350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:18e9aa67591d74f3f6c9b24d03eeedaf6f9c51ff334e46e201c7869927e825fa

Observation bd8c51cc-7c6c-4b34-b344-53af6667827a · outbound

This paper cites Logan IV au2, Pete Walsh, Akshita Bhagia, Dirk Groeneveld, Sameer Singh, and Iz Beltagy.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Logan IV au2, Pete Walsh, Akshita Bhagia, Dirk Groeneveld, Sameer Singh, and Iz Beltagy

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.741712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:82fe7ea14a38ecfc5d91b83913e2fad8f11bed140a5c3c57cb098f90a9a6da34

Observation 7c240bd8-a787-41b5-be27-af779685d208 · outbound

This paper cites Le, Tengyu Ma, and Adams Wei Yu.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Le, Tengyu Ma, and Adams Wei Yu

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.743843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:9cf61d85d67d06a61d3df582dcf851e19160869fc01902aa01fd882038a0ceb0

Observation 2a2153b1-c7ac-4715-a53d-d8fa794c6097 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.745996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:60c6e165d4bc0440cd49b4fc20cc370d6e2da4026a4476585d077a44c1efdea5

Observation 77e0d09e-c503-4b5b-8601-e42f39e0b6d2 · outbound

This paper cites Manning, Percy Liang, and Jure Leskovec.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Manning, Percy Liang, and Jure Leskovec

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.747947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:8b48160085833784e677821cc48063cabb1bc70594f3a9d30df12615a136c745

Observation 44058df8-fcf6-4e83-ba1c-78209fc39a8a · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.749981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:0db8122cf0144baa1dca1a56471914fce54f1f34ef2fd1cdfa693963b4d156ad

Observation 9a4ba9a8-d5b4-43ee-a7a6-d2f0be4428e1 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.752202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:98c5675db6aba4397be5ba61172d06a0ae21e446169fe4395c9a2d52d13f9f9d

Observation 0c3e40f8-82e9-4bab-9961-1d0d93eeba7f · outbound

This paper cites different behavior between them [7]. Its diagnosis is made by.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models different behavior between them [7]. Its diagnosis is made by

Reference 93

Resolution
malformed identifier
raw_fallback, observed 2026-05-21T14:12:08.754732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:ec679347b3aa7459b075c8f86e3cbb498ec6c241fe0e1e6711bf51da25a26397

Observation 6cc68110-388c-4cdb-8205-b2651be4223c · outbound

This paper cites For example, an overdose of medication can lead to toxicity, while an underdose may not provide the necessary treatment.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models For example, an overdose of medication can lead to toxicity, while an underdose may not provide the necessary treatment

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T14:12:08.757680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:00233a89000aef1fc5d82d3fbbb7c0d0c2f26572e577e855ae36816c0f485e23

Observation 9c37db43-8d13-4b55-804a-f3264b8a75d3 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.760220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:34493376146c1832d518f76bcb2dd4b796a960429e51145ed0a5b9675e562569

Observation d5596052-5259-45a4-b690-419139c71ff7 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.762470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:3f9007f2f9cc1fafd1778fb0576594fcc8676cdcaf684e62cdbaf9eb5046bdda

Observation c6432544-b05f-40bd-bee8-9d0cd85f0a4f · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.764770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:6dd1e8c42c2d9044b8d12a85384333fd97ad1930d759c3e52c67d39be11379ff

Observation 3a4fecd1-707b-4945-bf7f-cd11d9601e86 · outbound

This paper cites an unresolved cited work.

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-05-21T14:12:08.767045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T14:12:08.478384Z digest=sha256:5fd894190a5d9c6f059d11dd25f99808981a0b865a344c4e54e228c39ccdd283

Pith citing papers

Observation 7174391d-4893-44a1-aecc-a507ff966fb4 · inbound

Data-Centric Foundation Models in Computational Healthcare: A Survey cites this paper.

Data-Centric Foundation Models in Computational Healthcare: A Survey MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-05-24T04:13:52.676112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-24T04:13:05.328492Z digest=sha256:43d194164cf5efb2f4b29117d53ca53d5b211444ddd764f70482fb0e1437cb6f

Observation f27cd678-7c14-4d89-a449-5e7caf428d5d · inbound

AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments cites this paper.

AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T13:53:19.535482Z digest=sha256:aa08679f6777e4ee877da052203e89a11a0274d8ef31d740404b68e9dbc243cd

Observation f54c4d79-d1d6-4aaa-b152-71ac613af9f6 · inbound

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs cites this paper.

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T12:36:50.060335Z digest=sha256:9c43e395e4dfb54a128c373e95d236bbd66408c2ac1076cf3e1f9287a4bdb20f

Observation b094434c-76f5-4acf-a444-3c58fa62c69c · inbound

Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation: A Comparative Study cites this paper.

Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation: A Comparative Study MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-05-23T01:57:22.799579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T01:56:41.152753Z digest=sha256:84ac09f492fbde255bb9afcf6080c4ee02bd5d1cb463e1409098f8026c1dbfa5

Observation 76118bf6-9682-47c1-8501-8142d7d4721f · inbound

A Survey of Scaling in Large Language Model Reasoning cites this paper.

A Survey of Scaling in Large Language Model Reasoning MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-05-22T21:22:08.711160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T21:20:07.238992Z digest=sha256:4443d89fe714c2f1036f8586c22499e01d5773cbb6b3767ef0d9c35e4226b98b

Observation f3570ed9-b7fb-4183-86e0-e5e2bc916f1b · inbound

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support cites this paper.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T21:52:08.804388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T21:52:08.804388Z digest=sha256:694ad843378fb791398dbb4ddd600fa4da08b03f78070b9788bc4bbd9898c0c9

Observation ea1c47e4-8cfd-4d9f-bb82-6fdec2b813c8 · inbound

Decentralising LLM Alignment: A Case for Context, Pluralism, and Participation cites this paper.

Decentralising LLM Alignment: A Case for Context, Pluralism, and Participation MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T21:20:09.341014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T21:20:09.341014Z digest=sha256:9b06ed93eabe896dd5fd135fd128f37aa006b859551e3ef8cfffa79ab33930bf

Observation 54159444-7804-4a23-8072-f4ddfe36fa9c · inbound

Teaching large language models to reason like expert diagnosticians cites this paper.

Teaching large language models to reason like expert diagnosticians MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T16:43:19.005255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:43:19.005255Z digest=sha256:fe79d65ce8fa15dbd9570c8444cc501e1ca19f5e27795584aa3ad575bfcdf9e5

Observation 617fc26c-b5e5-4e16-ad7c-0b87d3f858af · inbound

AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models cites this paper.

AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-18T12:35:01.443896Z digest=sha256:c640b5d972cc2774e686cce6acfbf0df5a756c33313f5e15aebbdf2b3bb8bb7c

Observation d8f8b216-63bd-4ad4-802c-5518de167e6b · inbound

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction cites this paper.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-04T09:04:16.544622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:04:16.544622Z digest=sha256:f5f1618115eb06b87a79948bb5c7a341c7330a614d8af1330ed0c3a423765866

Observation 06c8d044-4b91-461b-906a-45c2a4b6a2a0 · inbound

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning cites this paper.

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T13:20:49.919833Z digest=sha256:b380e7c80138e1a9466d1ac8005d22c28cbd8fb9e344c60bf4805bc1336c8763

Observation e905fa49-c81f-4e34-b251-4e1d17ed70e1 · inbound

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories cites this paper.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-02T23:44:42.849813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:44:42.849813Z digest=sha256:975c51ac18f2065e7b3af5ffbd6c5e8adf03e2ed2a6f5461f62ecd1523d1f78f

Observation a8519713-5881-45bd-8e95-90d29730960f · inbound

Capacity-Aware Mixture Law Enables Efficient LLM Data Optimization cites this paper.

Capacity-Aware Mixture Law Enables Efficient LLM Data Optimization MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T14:23:30.849350Z digest=sha256:343a2ded65780059a836db9546159c23a582c09d81f94c361c2e33775e2e30ee

Observation b97aacb3-a1f4-4799-b406-1a5a61fcb62c · inbound

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook cites this paper.

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T20:23:15.138933Z digest=sha256:01b1fda098ea66d38d4602578b16a764d26a7bc0e980bf65388dd332ab55b4ef

Observation 4b2f618f-f9a2-47fc-8e2d-31efb55d0f51 · inbound

BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence cites this paper.

BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-13T19:48:13.133733Z digest=sha256:8654b3a8cb7843069a265452177153766a28e4668bb0a7154a5ce763f60b97ff

Observation 26ca3c03-3f0c-44b1-829c-79ac4e178d37 · inbound

Is Biomedical Specialization Still Worth It? Insights from Domain-Adaptive Language Modelling with a New French Health Corpus cites this paper.

Is Biomedical Specialization Still Worth It? Insights from Domain-Adaptive Language Modelling with a New French Health Corpus MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T18:29:09.281263Z digest=sha256:697332590e7e19d3fdfb0d1a7f29426aa6ee25cda69117cf7817a8f1e98febf3

Observation 8494e0fe-088b-4042-820a-7c12036c7f57 · inbound

Elder-Sim: A Psychometrically Validated Platform for Personality-Stable Elderly Digital Twins cites this paper.

Elder-Sim: A Psychometrically Validated Platform for Personality-Stable Elderly Digital Twins MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T10:58:29.622493Z digest=sha256:3e5e47888e58cbf6ae225b2e893f9d41820f5f03ad9a17634172e2558e88181f

Observation f2b4a3a5-e1cf-466d-a14d-b24299c88ea8 · inbound

A Scientific Human-Agent Reproduction Pipeline cites this paper.

A Scientific Human-Agent Reproduction Pipeline MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 42

Resolution
metadata mismatch
local_arxiv, observed 2026-07-05T10:40:55.151357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-05T10:35:33.834110Z digest=sha256:5d0136d9f32c3430e2c1f1babb3611f9604b68ff384d2b4144f861adebae2324

Observation 1e4c1168-cdd0-499c-8a3e-a4568fa09ce5 · inbound

Handling and Interpreting Missing Modalities in Patient Clinical Trajectories via Autoregressive Sequence Modeling cites this paper.

Handling and Interpreting Missing Modalities in Patient Clinical Trajectories via Autoregressive Sequence Modeling MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T05:49:08.511479Z digest=sha256:01f363579bfcb1f8ca1f42a3fb52f0e2b0f63d12d561384a4eca5e47539b6d83

Observation 327119f2-6068-4c0a-b752-cef824739f28 · inbound

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support cites this paper.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:3cc1190ecd1ebae51e4bcbb50df1c1b062dce26e52160bb8872829747ff82143

Observation d62c2758-0d1d-4126-87eb-000c73a60498 · inbound

Language corpora for the Dutch medical domain cites this paper.

Language corpora for the Dutch medical domain MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-07T16:26:16.327659Z digest=sha256:e99224f28bd37b6f4326c10415de4883556b60a42ae28bd3985d1cbf1b5b091d

Observation d5f8899c-ef32-49f9-bfdd-7220527decb0 · inbound

Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering cites this paper.

Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-07T07:37:08.407478Z digest=sha256:b88d4a0e31c8a54ecc677cc7e1941507309512197624246f1058b7cd45941977

Observation ddb9c797-2a6f-4dbb-8a3f-6e1f2179b2db · inbound

RadLite: Multi-Task LoRA Fine-Tuning of Small Language Models for CPU-Deployable Radiology AI cites this paper.

RadLite: Multi-Task LoRA Fine-Tuning of Small Language Models for CPU-Deployable Radiology AI MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T19:21:37.143665Z digest=sha256:7ebf658183612f74d9d957a91bfae740cfa40585202b9fc6ee2d83fb81486900

Observation 27f1d3cd-1457-4c33-9100-81cabafd7703 · inbound

CuraView: A Multi-Agent Framework for Medical Hallucination Detection with GraphRAG-Enhanced Knowledge Verification cites this paper.

CuraView: A Multi-Agent Framework for Medical Hallucination Detection with GraphRAG-Enhanced Knowledge Verification MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-07T04:07:33.610288Z digest=sha256:c2493a47957c1ae6c0658a09d894a24f84f3542ba08a83c8f0b8042513d3a81e

Observation 65f8aec8-cd6f-4c34-ade2-893106976c69 · inbound

Medical Incident Causal Factors and Preventive Measures Generation Using Tag-based Example Selection in Few-shot Learning cites this paper.

Medical Incident Causal Factors and Preventive Measures Generation Using Tag-based Example Selection in Few-shot Learning MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T02:47:27.341864Z digest=sha256:d35f86aae181560fb2be98ac150fb0bceb40a48a93d3e858e18e087f617bf5b2

Observation 383c9199-e540-4b15-b4f1-23202949bee6 · inbound

Freeze Deep, Train Shallow: Interpretable Layer Allocation for Continued Pre-Training cites this paper.

Freeze Deep, Train Shallow: Interpretable Layer Allocation for Continued Pre-Training MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 46

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-13T02:40:01.079531Z digest=sha256:e63bf6186cbfade72dda431b17a015c5037bf35cdc0a8ebefba5e4d8dd697bf1

Observation 5b4adedf-a696-490c-85ed-3d45db6711fd · inbound

Freeze Deep, Train Shallow: Interpretable Layer Allocation for Continued Pre-Training cites this paper.

Freeze Deep, Train Shallow: Interpretable Layer Allocation for Continued Pre-Training MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 46

Resolution
metadata mismatch
local_arxiv, observed 2026-05-25T06:45:26.297518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-25T06:41:18.569888Z digest=sha256:fe758fddb95253f9b1d627321a1188261629935f50e04acb219c3bef86715213

Observation 37f42c0e-5c8b-48c4-b8b6-5d972661c372 · inbound

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents cites this paper.

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 54

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-21T08:45:56.550821Z digest=sha256:4decde25d64025ef2a4d19b9064cc7ff680032c6d94bea787ca85504a68e7392

Observation 76493592-0039-4d6c-beeb-6e07306a677f · inbound

MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models cites this paper.

MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-20T19:18:55.270334Z digest=sha256:8c874c46be6225b0fed869d6d1ee83f5deb4d331c127f6e46b383b776a2298a7

Observation 3100caee-3f00-4f93-9f5f-42eff3828180 · inbound

Fully Open Meditron: An Auditable Pipeline for Clinical LLMs cites this paper.

Fully Open Meditron: An Auditable Pipeline for Clinical LLMs MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T18:53:16.389210Z digest=sha256:8df0d2af9182ac0e7ce273604726f16c41bad0d2f6606e4eea375185236764e8

Observation 8884d822-d8cb-4b00-b486-afb719fe7cdd · inbound

Fully Open Meditron: An Auditable Pipeline for Clinical LLMs cites this paper.

Fully Open Meditron: An Auditable Pipeline for Clinical LLMs MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-06-30T19:15:00.111405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T19:14:06.301012Z digest=sha256:fb5f56a6205440da0c2323cec41717dba4abd7ad2cee39e993ebae7a27e73774

Observation 733741b6-08e5-47be-a56e-1b535fea7325 · inbound

Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization cites this paper.

Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 62

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T14:12:08.778148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-20T13:26:11.221267Z digest=sha256:d9fa2a4518f3d406188529eb65a9c703acaa4e69269a479763cd001ba141ff95

Observation 68808599-ed5b-46b0-8889-aa5807aceb62 · inbound

Why Specialist Models Still Matter: A Heterogeneous Multi-Agent Paradigm for Medical Artificial Intelligence cites this paper.

Why Specialist Models Still Matter: A Heterogeneous Multi-Agent Paradigm for Medical Artificial Intelligence MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T07:53:14.143955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-29T07:43:46.030987Z digest=sha256:cc42323d14e40d4b76e16b63be98e5cc937ca57636061efae56766fbd50cffe2

Observation ce27738c-34c3-4b85-a9a2-e437b063c15c · inbound

Med-HEAL: Analyzing and Mitigating Hallucinations in Medical LLMs with Hallucination-Aware In-Context Learning cites this paper.

Med-HEAL: Analyzing and Mitigating Hallucinations in Medical LLMs with Hallucination-Aware In-Context Learning MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-06-28T17:22:25.083391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T17:18:07.068055Z digest=sha256:127fb1c98ad4d5f3724f105193b743d0df7d5b94373acdb99f551fab2902a7f8

Observation a0096bc3-398a-49b6-931b-98f940f6144d · inbound

Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summarization: A Critical Evaluation and Comparison cites this paper.

Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summarization: A Critical Evaluation and Comparison MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 71

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T08:26:48.084775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-28T06:03:59.798126Z digest=sha256:96c969fc5a60311c02620d1dfa7ac34dbf25d75ce48a0990526a8721dafac276

Observation 146bab56-7ae6-4eba-a8e3-cb8614738bf7 · inbound

SurgiQ: A Large-Scale Multi-Domain Benchmark for Evaluating Surgical Understanding in Large Language Models cites this paper.

SurgiQ: A Large-Scale Multi-Domain Benchmark for Evaluating Surgical Understanding in Large Language Models MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 79

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T21:37:25.202445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T19:37:29.336671Z digest=sha256:63b8403110293608e4736bfd11a0e23cdd348f806f9fc48cf31058be658b7bc2

Observation f6e12b12-8dff-4b0e-ba0b-6da82138b5e2 · inbound

Dep-LLM: Training-Free Depression Diagnosis via Evidence-Guided Structured Multi-factor with Reliable LLM Reasoning cites this paper.

Dep-LLM: Training-Free Depression Diagnosis via Evidence-Guided Structured Multi-factor with Reliable LLM Reasoning MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 69

Resolution
verified exact
local_arxiv, observed 2026-07-03T04:47:38.698953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T13:35:20.280375Z digest=sha256:102df0c2af4371b9d573b5a77899f076275d2e04973112f4bb1e70fe87a6c3f6

Observation f4baa4c4-a160-4f81-b3e5-7a0962466323 · inbound

Lung-R1: A Knowledge Graph-Guided LLM for Pulmonary Diagnostic Reasoning cites this paper.

Lung-R1: A Knowledge Graph-Guided LLM for Pulmonary Diagnostic Reasoning MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 27

Resolution
metadata mismatch
local_arxiv, observed 2026-06-27T10:10:48.524205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T10:10:17.414278Z digest=sha256:f2444a4e9d1402d9a7d112ef04252895e1f86b49dc3ba5e8fa083d5065d385de

Observation a7d1c0b5-71db-465f-9223-cc9e19dd4280 · inbound

eCREAM-MedCorpus A Large-Scale Corpus of Clinical Notes for Italian cites this paper.

eCREAM-MedCorpus A Large-Scale Corpus of Clinical Notes for Italian MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:48:02.842165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T09:49:14.591687Z digest=sha256:d945814ae4ca7e4df66fddcd48dfb666cba7ec67dfeaa90c56790c47b5804e15

Observation ad49bd57-7fd0-403a-aa14-d7e1f3b9d0bd · inbound

eCREAM-MedCorpus A Large-Scale Corpus of Clinical Notes for Italian cites this paper.

eCREAM-MedCorpus A Large-Scale Corpus of Clinical Notes for Italian MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-07-04T00:09:13.835544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-04T00:08:21.955565Z digest=sha256:9afbde6349c5fa6cb16da0f254a7994ed0bf9def1b8b5cfe2369744ec71d29b5

Observation e6cdc16a-1df0-4409-879b-a29bcb3d0f5c · inbound

Aloe-Vision: Robust Vision-Language Models for Healthcare cites this paper.

Aloe-Vision: Robust Vision-Language Models for Healthcare MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-07-01T18:25:57.956173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-29T02:02:47.472868Z digest=sha256:c8946363b4c738bc81f327cb371829c2814ccae8edd73a038face0eaf6d6ba5c

Observation 67a45925-9b14-4ba1-85d1-0b1b3902d24e · inbound

An AI agent for treatment reasoning over a biomedical tool universe cites this paper.

An AI agent for treatment reasoning over a biomedical tool universe MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-06-30T12:44:39.830391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T10:15:00.960340Z digest=sha256:a9c8d5bf48e2276eeb426e7427013f781bf106c30bf57354fba966a386fb4f84

Observation 63dc5dc4-da25-40cb-83e9-df1c9eb57c38 · inbound

The strength of clinical evidence is recoverable from language model representations but not from their stated grades cites this paper.

The strength of clinical evidence is recoverable from language model representations but not from their stated grades MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-06-30T09:34:34.598095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T09:30:55.171017Z digest=sha256:8c7cdbe4931d369789d68c9e594a87b683a2ac2ef37efd73c84f860daa249c9e

Observation 20d358c5-c8ca-4a60-b596-eb73136325b4 · inbound

Cross-Domain Feature Expansion for Tabular Medical Data via Knowledge Graphs Injection cites this paper.

Cross-Domain Feature Expansion for Tabular Medical Data via Knowledge Graphs Injection MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-07-01T09:45:40.294240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T06:13:26.547544Z digest=sha256:1b026deb140cc178ff568dbfee518e6d62e865f17dd61b97737bc0992204afd2

Observation 2b4a1362-9c8c-4f56-889f-dd8343100211 · inbound

FaithMed: Training LLMs For Faithful Evidence-Based Medical Reasoning cites this paper.

FaithMed: Training LLMs For Faithful Evidence-Based Medical Reasoning MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-07-03T21:08:57.461514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-07-03T21:08:02.793814Z digest=sha256:a0d4ec476a0dd89c76420c882fbb1e9c2a0762c8dc041b80f7571966c4cd8eb9

Observation 7e47c481-5283-471a-95ef-6ef3b3d53944 · inbound

Pailitao-MMSearch: Building Native E-Commerce Multimodal Search Foundation cites this paper.

Pailitao-MMSearch: Building Native E-Commerce Multimodal Search Foundation MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T17:51:51.624465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:51:51.624465Z digest=sha256:1dfa70cca7b09d380218a73876858bc8c0e6be073ffaa6010980c5762e560535

Observation 92568624-217a-447d-b495-ae5601a2caf4 · inbound

MedJudgeRAG: Option-Wise Evidence Judgment with Dynamic Knowledge Graphs for Medical MCQA cites this paper.

MedJudgeRAG: Option-Wise Evidence Judgment with Dynamic Knowledge Graphs for Medical MCQA MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T06:12:09.528751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T06:12:09.528751Z digest=sha256:00caefd9a0cfda6f70e0da040eb91d419ce7cabdd498ee92761d1f84c4aadad4

Observation 7b99835c-cb98-4a73-b066-4be43cd6b8fb · inbound

GuideSkill: Evolving Executable LLM Agent Skills for Guideline-Grounded Clinical Reasoning cites this paper.

GuideSkill: Evolving Executable LLM Agent Skills for Guideline-Grounded Clinical Reasoning MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T00:40:55.450403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T00:40:55.450403Z digest=sha256:2d8333573055a639cb3eb9f6f98caf0015962231d35d6e4e11996f672c69c9fe