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Paper Citation Record · LEDGER

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models

As of 14 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2607.24829.

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

pith.paper-citation-record.v1
2607.24829 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T09:10:46.418254Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

59 of 59 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved59
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 05e40d45-0d14-4df7-aa7c-43149347f82d · outbound

This paper cites GPT-4 Technical Report.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models GPT-4 Technical Report

Reference 1

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no resolver link, observed 2026-08-01T09:10:45.022140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.022140Z digest=sha256:789e1922fc0c9de8f3a0006129161ebafaa91aeea52e62abed3740685d40e34d

Observation 802f4176-4f3c-48e1-be06-249a2115dc4b · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-01T09:10:45.153007Z digest=sha256:ec19d9ee345592716307a889426350534160f65d898e3ddc4abc448ddd2c70c6

Observation 6656aead-1e84-4422-9bc4-e483c0208e66 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.318839Z digest=sha256:58df2645e8fb41a4d9990a3c4f72388de2958a472b8e568f6e338b10062893a0

Observation d1f9e970-617f-4933-8abf-f3f8c5d110cb · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 4

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.485208Z digest=sha256:174ad0d3bdef171effc3d91f58aa27715a73d9392c31370015e1ca89f87a8b85

Observation 1b7a5d37-af78-4e82-9820-067981a7b9de · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.573376Z digest=sha256:3c7d000cf59cb778c4be1ebc040b50a06f2c79280e06746921c79c2b2b513587

Observation f6253207-3352-4649-a34a-2410afe020fd · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.734078Z digest=sha256:b01a2d69759530e9ea95b3e30fe5562864e21403ef99d443dd8f20ae38a5c3ab

Observation 03312f3e-f4c1-4a1e-8c80-bfb23156b962 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.838058Z digest=sha256:6abe35042997369dcf840240ade04b619a0f7853d51b3ef045b015778995cae0

Observation 8205c105-bd14-42a0-8841-5ed9831e8103 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-01T09:10:45.957808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.957808Z digest=sha256:54f0a704aa4294f3bfe95e691a69a51398c6cf55fc77ec9559a85fbe9563b2e4

Observation 27fd841d-b17b-4bd3-8c51-8338358621b8 · outbound

This paper cites M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems

Reference 9

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T09:10:46.029636Z digest=sha256:41f3d9e4b2d08a583c05aecd53c21eec4fba6786fce1a35d2f18773f08c10a27

Observation 015dd69f-5662-489c-8e69-0bfad8a50af6 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-01T09:10:46.089377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.089377Z digest=sha256:c0e14eb27c6e9b12ef2092dd16c958af4ee790ab161f4fc5206e46d6b0a88c6b

Observation 19b23f6b-4fc3-4620-a286-fca689bffe96 · outbound

This paper cites Promptagator: Few-shot Dense Retrieval From 8 Examples.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Promptagator: Few-shot Dense Retrieval From 8 Examples

Reference 11

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source=pdf_text observed=2026-08-01T09:10:46.133985Z digest=sha256:8b9ce5dd1a3cd6084ebd16a5458b2395413276c9da27c489c9cf3ee3c8f29a4d

Observation cb9069ec-7fa3-470c-8b4a-0e746d3e06d9 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-01T09:10:46.144489Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.144489Z digest=sha256:d5a04960cd9f58971f59c26e40008f701b8fa7237ced3da466aa2bbced24c264

Observation 991d9720-135a-4177-8ebf-3983817ababe · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-01T09:10:46.162931Z digest=sha256:dc9f577238a0786371a261dbe6ad6a7278b8e909ac5657a54dd40889d4ff2553

Observation 89ae13ac-6a35-4ece-a3a6-828be70c4e4c · outbound

This paper cites Fine-grained List-wise Alignment for Generative Medication Recommendation.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Fine-grained List-wise Alignment for Generative Medication Recommendation

Reference 14

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source=pdf_text observed=2026-08-01T09:10:46.171125Z digest=sha256:0c4bd5642e819ab748d573a00ecf21adfa9a0d994de5aad8c60f293812829973

Observation 735f7733-914b-492b-8b77-5e90479278c8 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-01T09:10:46.184152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.184152Z digest=sha256:cafa592a6ab8d35fb797e42b6c4eb02239c8aa158a35849bec400f8075c47958

Observation 59b4b372-105d-4883-8f42-021d4dab3f9b · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 16

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no resolver link, observed 2026-08-01T09:10:46.194732Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.194732Z digest=sha256:66ba466e3226b58e9e9247ebdd7cf8f7c2738ad032dbbe3fe857d04252f3fb6a

Observation 8a50012e-db01-4116-84e9-24895cde31a7 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.199915Z digest=sha256:1d0456d85e0bc7c0f0da1632461a7ea24a17a06e5de1c57f31ed7da1e5638625

Observation 9530e96b-8a36-4c6c-a6e0-69d11705a842 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.204558Z digest=sha256:17ed25d2babe3267ca0cfc33df5191038617b910a4ed99185397d2513530c461

Observation 8f932503-823f-4390-ab90-19d8825ed3f1 · outbound

This paper cites The Llama 3 Herd of Models.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models The Llama 3 Herd of Models

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.209263Z digest=sha256:9b6f2e91a4610ad6cc7249c758442ceaa5ac14addd815be6a474001d77543360

Observation d9949fd4-a5e8-443c-8108-baa3730d8ec0 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-01T09:10:46.214503Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.214503Z digest=sha256:ca67a69c536a63153df9a73635ae5a230a8d1962eaa8b3e88826bd8b7c2fcf6d

Observation f49739fa-0ec0-41f8-9207-0822d819a810 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-01T09:10:46.220549Z digest=sha256:0222a4ba7d1b0f31d29d85f57c92ed6034f61479f839d1c19924e3ad357ea43a

Observation 379c4734-57de-4b11-bd77-b70c3b5d3d03 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-01T09:10:46.226977Z digest=sha256:519e4b8bf97baeab0b6419642b690100631a9e5cc0de1e1075dafe30edba2b74

Observation ed217177-3db3-46ab-8ca9-85a3dad6906b · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 23

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no resolver link, observed 2026-08-01T09:10:46.239173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.239173Z digest=sha256:8957d657136d86936b291c902b096d7b728c498f03506de53d391d3163357881

Observation cdc3df6b-65a4-486a-a350-8f239b2eb33d · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.243378Z digest=sha256:9bcd15909815104a55e30eab5fc64d01e57314f8a8e8ea89ee24bd251660192c

Observation 9d9c09f5-3b1a-4457-9cfb-38674a9c5ac1 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.232920Z digest=sha256:71abc210437f6e8a3a715d33a9817ea621e22e1172694563dcaef3806ea210ca

Observation 4d32a22d-61c5-4d06-b254-b2305e182b4e · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-01T09:10:46.253502Z digest=sha256:87354ff73428fb04ecfa94d559d5dd8fd0bf0ba1b04abe22319d253b5abf73a2

Observation a4f9accc-eda9-4da9-8fa8-92f939ba9f68 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.258723Z digest=sha256:8bb7d9e6a18aa08d2f9f1646b14e40c509b2f881c641eece0765a4a67d72ba1a

Observation 4b2c2368-d56f-42c0-a943-f7ac18846576 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.248247Z digest=sha256:736b8d1bdbc53fce2ecc7a8384c31fadef1c7ccc31aa0fc621703bd60f6cfef4

Observation 50e98cb6-c4aa-4bfd-ac77-4d376408ef69 · outbound

This paper cites Large Language Model Distilling Medication Recommendation Model.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Large Language Model Distilling Medication Recommendation Model

Reference 29

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no resolver link, observed 2026-08-01T09:10:46.275895Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.275895Z digest=sha256:4f7b091e0e284dd0d327081df4f0301285e43aa77ee43792e876d4687eb88a4e

Observation 7cc0a29f-fe9f-4d78-a64c-be458588a27c · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Capabilities of GPT-4 on Medical Challenge Problems

Reference 30

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no resolver link, observed 2026-08-01T09:10:46.280955Z

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source=pdf_text observed=2026-08-01T09:10:46.280955Z digest=sha256:9c70d3495f62a0e612495cbbd7bfab5ab8fd369a5b7ca4837e2716c0faae8f7e

Observation aaac705b-27ba-4184-9fac-8c85e484ff86 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-01T09:10:46.263382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.263382Z digest=sha256:300cac69f0c30f634c6895ebf811a07a560686d2a5a42c064180dc5bfa3cd3c3

Observation 3804b7a5-8032-4907-9cf1-f5dc8f18e011 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.291082Z digest=sha256:a527dcbc31ea002c3a40bea05c4a57030fe23fa4a3853e8e5cfe5f9be92dc17c

Observation 91e4039e-689b-4e5f-b123-90301ff9ab0b · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-01T09:10:46.296778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.296778Z digest=sha256:c17eec030aa051013c7692756a7704ccef1dd8483eba5d46674ddea9751bd523

Observation 284afd6e-30a3-43aa-b4f4-a9c1c929c78f · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 34

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no resolver link, observed 2026-08-01T09:10:46.305375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.305375Z digest=sha256:d3d1b9b7f4935a7c9b00dfc17d6f08ab001f9bcd9b986df650541e8c4ff14c0f

Observation b4879c98-def5-41c0-b4f9-5b3f9480a3a4 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-01T09:10:46.285903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.285903Z digest=sha256:db78de31afde8786491d96450be1342f15d42825f38a2b05d601edd4c6e20732

Observation d4482e5b-82b4-41e2-aba7-46a6d5fce749 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.316553Z digest=sha256:4e96004baf73f1fdc14f8ba37d8219a37c786fc8f3e653750b05a53bdead5616

Observation e27adba4-f097-44d9-8de3-53d9c50b9a2f · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 37

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T09:10:46.321846Z digest=sha256:0ef50daf95c12ec522f7e2bfdd6b24ec4852eed2cc1211029e5364d97827c9e0

Observation 1040f9fa-60a9-439d-9c7d-fd810976f7fb · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-01T09:10:46.327027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.327027Z digest=sha256:1f3b5c5b748248f30c3e7080eb00df7494ffa674a50be9da55468761d6f6e185

Observation 1214b0c3-0ac3-4957-8103-d26981ead69e · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 39

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no resolver link, observed 2026-08-01T09:10:46.311161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.311161Z digest=sha256:dc6d0c1e277fd90705217c9d36d86a4bcc707e733f2a350b0a337ccec64a6e99

Observation 4e0b9b4f-9147-43f7-a136-cc21efa7c1ab · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 40

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no resolver link, observed 2026-08-01T09:10:46.345653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.345653Z digest=sha256:8e8dc9cfbee4ebae26215da322fed2b8bb54d1d9aeeaa98e2fb8e80f72bf5ecd

Observation ac13c03a-bc52-43dc-a867-e9dbf7fb2ab0 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 41

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unresolved
no resolver link, observed 2026-08-01T09:10:46.353161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.353161Z digest=sha256:2e5c0ffc0d7bb92a4e988433cd7d08d8d43cb21d82cb05b1e5d9a6f7042844db

Observation 4bfeea21-141a-4e05-aa42-b3b8090d7d13 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.358283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.358283Z digest=sha256:5bb0ee357780b7411ff1da74cd09d55b1ddb9ba7a7e5a9eae5a526d23d3c64c9

Observation eb0e5bc6-8813-447b-bea3-6045d2d08530 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.364847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.364847Z digest=sha256:cfcc6cc6edf8554f2391e3effd2d4eaaa6eb8ac00ffe3d462cea85a4b2bd464f

Observation 9281c23f-63f5-47f8-9dbe-b5ffb834d934 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.338767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.338767Z digest=sha256:e190fc6e052461351efb432327c5272c0e2e8a25df0e3531d44c0ecdfb484af3

Observation 3ce01102-cd5c-4ee6-bcd3-0c5a2c5478ed · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.375145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.375145Z digest=sha256:8ce061a3596067702c75b6aa5047db247814256b63ffb96678c62cf96741f22b

Observation 7630b5e9-bb6f-428e-9fb3-e7f933045345 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.380140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.380140Z digest=sha256:a83fe962ff668e52f7caf9bbc562a907d4137646dab0304f88b3d30c85b2afcc

Observation 5d1303ce-87cf-4002-9213-4c6bdd32532c · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.385408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.385408Z digest=sha256:a0284715912f600e4c0da0d033ba0862e9f56ef0252a82b7071bd8e8065df3a6

Observation 279f7cb2-077f-4bcb-ab3b-54214b2a5c79 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.389878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.389878Z digest=sha256:bda173d03b7a8f3f0003287d51e84ca1bc1f5a783a3b6d13dfeeb24537d83a25

Observation 83de3901-d2b1-4cec-8b5f-e43361976fe7 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.370248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.370248Z digest=sha256:590f0dc53572378e183bd6d3d5fa06755368962a78c45fd1e559981ddf4c8184

Observation 7d677e77-d7da-4ca0-bc80-8b37f7630460 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.398886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.398886Z digest=sha256:dc4ab964d87b7003d8255b29486e09f78f76087ed67e004b4e6d827ce8c33651

Observation 4370e6db-42e4-4191-9be5-95547512ca5d · outbound

This paper cites Fine-grained Alignment of Large Language Models for General Medication Recommendation without Overprescription.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Fine-grained Alignment of Large Language Models for General Medication Recommendation without Overprescription

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.408433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.408433Z digest=sha256:9729ba559a6f7b83dc7da299d3c2af2b3c095a00454b850f28f5dd256266de65

Observation 0ae38e67-70ec-4854-abc5-c941908bc8e8 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.412949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.412949Z digest=sha256:a57320846f22960d959ec7a3987e717a7b176f30a89a1fff0e513dd84a4910f8

Observation df0e0564-c598-42a6-bdbc-8148c4feb444 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.394147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.394147Z digest=sha256:6cf9d02ff2214db96a3cd82e9cb6dcdbd82118f16f09f582bbcebd9a4b4d09dd

Observation d79a2f30-6b5e-45c0-81cd-73803293e65d · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.403611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.403611Z digest=sha256:b326e56a29429766602f12ae1e2724e8d2aba6216c6d639dc9d741d7957cc4cd

Observation a6ebb4e6-1f96-467d-a450-96683d164d68 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.418254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.418254Z digest=sha256:d2e6e240ff4e8b159b2f1eeda9570048c06030ae962ab72e43ca7f80ba023736

Observation 6a036c04-1ef6-43b6-b413-dcbc39946c8e · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.189199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.189199Z digest=sha256:67438c8646d23ecd272f4f08ff01b9fc60fdee4a9433380acd569d6ec1f45a87

Observation 86e5b5b2-8ae8-4168-9324-6117d07ca5ab · outbound

This paper cites InRecSys.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models InRecSys

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:45.639838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.639838Z digest=sha256:cdd17a80087eb1e3da40ad707161a7ab373b980b6f75dd08f3d4ac2067242642

Observation ece288b3-dd24-4acb-8283-a0517ce22e07 · outbound

This paper cites JAMIA open7, 4 (2024), ooae114.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models JAMIA open7, 4 (2024), ooae114

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.333000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.333000Z digest=sha256:1220b8666a18fdd90e384f64bae89f2d11219c1adb92ed521b5b9bd51077cb32

Observation fbaf9106-0686-4fdc-b340-260caf94082c · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.268621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.268621Z digest=sha256:af8016fe5e8f731aa5ac6215e8401e0130fd1e28c2c5712c1dadeca84c30a25c

Pith citing papers

No inbound Pith citation observations are available.